{ "schema": "semiagora.process-device-circuit-chain-result.v1", "version": "2026-08-16-v72", "generatedAtKst": "2026-08-16", "chainId": "SA-PROC-CHAIN-CONTACT-001", "route": "/simulations/contact-resistance-delay-chain-interactive", "execution_mode": "browser_csv_resampling_only", "rows": [ { "lab_id": "CTC-001", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 116.012, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 26.907, "ring_osc_delay_ps_proxy": 28.38, "bitline_rc_delay_ps_proxy": 59.131, "sram_read_margin_delta_mv_proxy": -14.619, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.385, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-002", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 81.205, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 22.071, "ring_osc_delay_ps_proxy": 26.367, "bitline_rc_delay_ps_proxy": 55.525, "sram_read_margin_delta_mv_proxy": -10.964, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.308, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-003", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 61.576, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 19.051, "ring_osc_delay_ps_proxy": 25.413, "bitline_rc_delay_ps_proxy": 53.778, "sram_read_margin_delta_mv_proxy": -8.903, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.265, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-004", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 49.116, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 17.01, "ring_osc_delay_ps_proxy": 24.995, "bitline_rc_delay_ps_proxy": 52.969, "sram_read_margin_delta_mv_proxy": -7.595, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.237, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-005", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 109.218, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 25.789, "ring_osc_delay_ps_proxy": 27.862, "bitline_rc_delay_ps_proxy": 58.217, "sram_read_margin_delta_mv_proxy": -13.814, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.368, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-006", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 76.449, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 21.11, "ring_osc_delay_ps_proxy": 25.981, "bitline_rc_delay_ps_proxy": 54.846, "sram_read_margin_delta_mv_proxy": -10.373, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.295, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-007", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 57.97, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 18.201, "ring_osc_delay_ps_proxy": 25.102, "bitline_rc_delay_ps_proxy": 53.231, "sram_read_margin_delta_mv_proxy": -8.433, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.255, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-008", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 46.24, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 16.241, "ring_osc_delay_ps_proxy": 24.732, "bitline_rc_delay_ps_proxy": 52.506, "sram_read_margin_delta_mv_proxy": -7.201, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.229, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-009", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 104.626, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 25.155, "ring_osc_delay_ps_proxy": 27.559, "bitline_rc_delay_ps_proxy": 57.682, "sram_read_margin_delta_mv_proxy": -13.327, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.365, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-010", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 73.234, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 20.606, "ring_osc_delay_ps_proxy": 25.769, "bitline_rc_delay_ps_proxy": 54.469, "sram_read_margin_delta_mv_proxy": -10.031, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.295, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-011", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 55.532, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 17.787, "ring_osc_delay_ps_proxy": 24.939, "bitline_rc_delay_ps_proxy": 52.944, "sram_read_margin_delta_mv_proxy": -8.172, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.257, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-012", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 44.296, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 15.892, "ring_osc_delay_ps_proxy": 24.602, "bitline_rc_delay_ps_proxy": 52.275, "sram_read_margin_delta_mv_proxy": -6.992, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.232, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-013", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 100.815, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 24.501, "ring_osc_delay_ps_proxy": 27.268, "bitline_rc_delay_ps_proxy": 57.169, "sram_read_margin_delta_mv_proxy": -12.875, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.348, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-014", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 70.567, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 20.047, "ring_osc_delay_ps_proxy": 25.552, "bitline_rc_delay_ps_proxy": 54.087, "sram_read_margin_delta_mv_proxy": -9.699, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.281, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-015", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 53.51, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 17.296, "ring_osc_delay_ps_proxy": 24.764, "bitline_rc_delay_ps_proxy": 52.636, "sram_read_margin_delta_mv_proxy": -7.908, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.244, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-016", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 42.682, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 15.45, "ring_osc_delay_ps_proxy": 24.453, "bitline_rc_delay_ps_proxy": 52.015, "sram_read_margin_delta_mv_proxy": -6.771, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.22, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-017", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 94.865, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 23.461, "ring_osc_delay_ps_proxy": 26.815, "bitline_rc_delay_ps_proxy": 56.37, "sram_read_margin_delta_mv_proxy": -12.171, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.333, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-018", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 66.402, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 19.166, "ring_osc_delay_ps_proxy": 25.215, "bitline_rc_delay_ps_proxy": 53.494, "sram_read_margin_delta_mv_proxy": -9.183, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.27, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-019", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 50.352, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 16.524, "ring_osc_delay_ps_proxy": 24.493, "bitline_rc_delay_ps_proxy": 52.159, "sram_read_margin_delta_mv_proxy": -7.497, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.235, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-020", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 40.163, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 14.756, "ring_osc_delay_ps_proxy": 24.224, "bitline_rc_delay_ps_proxy": 51.611, "sram_read_margin_delta_mv_proxy": -6.427, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.213, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-021", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 90.95, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 22.9, "ring_osc_delay_ps_proxy": 26.562, "bitline_rc_delay_ps_proxy": 55.922, "sram_read_margin_delta_mv_proxy": -11.761, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.332, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-022", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 63.662, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 18.729, "ring_osc_delay_ps_proxy": 25.038, "bitline_rc_delay_ps_proxy": 53.18, "sram_read_margin_delta_mv_proxy": -8.896, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.271, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-023", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 48.274, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 16.172, "ring_osc_delay_ps_proxy": 24.359, "bitline_rc_delay_ps_proxy": 51.921, "sram_read_margin_delta_mv_proxy": -7.28, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.238, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-024", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 38.506, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 14.464, "ring_osc_delay_ps_proxy": 24.117, "bitline_rc_delay_ps_proxy": 51.421, "sram_read_margin_delta_mv_proxy": -6.254, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.216, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-025", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 87.174, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 22.215, "ring_osc_delay_ps_proxy": 26.275, "bitline_rc_delay_ps_proxy": 55.415, "sram_read_margin_delta_mv_proxy": -11.314, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.315, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-026", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 61.019, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 18.154, "ring_osc_delay_ps_proxy": 24.824, "bitline_rc_delay_ps_proxy": 52.804, "sram_read_margin_delta_mv_proxy": -8.568, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.257, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-027", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 46.269, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 15.671, "ring_osc_delay_ps_proxy": 24.187, "bitline_rc_delay_ps_proxy": 51.618, "sram_read_margin_delta_mv_proxy": -7.02, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.225, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-028", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 36.907, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 14.015, "ring_osc_delay_ps_proxy": 23.971, "bitline_rc_delay_ps_proxy": 51.165, "sram_read_margin_delta_mv_proxy": -6.036, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.204, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-029", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 81.921, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 21.245, "ring_osc_delay_ps_proxy": 25.876, "bitline_rc_delay_ps_proxy": 54.712, "sram_read_margin_delta_mv_proxy": -10.694, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.302, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-030", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 57.342, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 17.342, "ring_osc_delay_ps_proxy": 24.528, "bitline_rc_delay_ps_proxy": 52.282, "sram_read_margin_delta_mv_proxy": -8.113, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.248, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-031", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 43.482, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 14.966, "ring_osc_delay_ps_proxy": 23.948, "bitline_rc_delay_ps_proxy": 51.198, "sram_read_margin_delta_mv_proxy": -6.658, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.217, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-032", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 34.683, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 13.386, "ring_osc_delay_ps_proxy": 23.769, "bitline_rc_delay_ps_proxy": 50.81, "sram_read_margin_delta_mv_proxy": -5.734, "leakage_risk_proxy": 0.254, "yield_risk_proxy": 0.198, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-033", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 78.565, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 20.748, "ring_osc_delay_ps_proxy": 25.662, "bitline_rc_delay_ps_proxy": 54.333, "sram_read_margin_delta_mv_proxy": -10.347, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.302, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-034", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 54.993, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 16.965, "ring_osc_delay_ps_proxy": 24.38, "bitline_rc_delay_ps_proxy": 52.019, "sram_read_margin_delta_mv_proxy": -7.872, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.25, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-035", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 41.7, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 14.667, "ring_osc_delay_ps_proxy": 23.837, "bitline_rc_delay_ps_proxy": 51.001, "sram_read_margin_delta_mv_proxy": -6.476, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.221, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-036", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 33.262, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 13.142, "ring_osc_delay_ps_proxy": 23.681, "bitline_rc_delay_ps_proxy": 50.654, "sram_read_margin_delta_mv_proxy": -5.59, "leakage_risk_proxy": 0.299, "yield_risk_proxy": 0.202, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-037", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 91.732, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 22.954, "ring_osc_delay_ps_proxy": 26.594, "bitline_rc_delay_ps_proxy": 55.979, "sram_read_margin_delta_mv_proxy": -11.82, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.354, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-038", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 64.209, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 18.752, "ring_osc_delay_ps_proxy": 25.055, "bitline_rc_delay_ps_proxy": 53.211, "sram_read_margin_delta_mv_proxy": -8.931, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.294, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-039", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 48.689, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 16.174, "ring_osc_delay_ps_proxy": 24.367, "bitline_rc_delay_ps_proxy": 51.936, "sram_read_margin_delta_mv_proxy": -7.301, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.259, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-040", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 38.837, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 14.45, "ring_osc_delay_ps_proxy": 24.119, "bitline_rc_delay_ps_proxy": 51.427, "sram_read_margin_delta_mv_proxy": -6.266, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.238, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-041", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 86.627, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 22.032, "ring_osc_delay_ps_proxy": 26.207, "bitline_rc_delay_ps_proxy": 55.297, "sram_read_margin_delta_mv_proxy": -11.219, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.341, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-042", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 60.636, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 17.978, "ring_osc_delay_ps_proxy": 24.768, "bitline_rc_delay_ps_proxy": 52.705, "sram_read_margin_delta_mv_proxy": -8.49, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.284, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-043", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 45.979, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 15.5, "ring_osc_delay_ps_proxy": 24.136, "bitline_rc_delay_ps_proxy": 51.529, "sram_read_margin_delta_mv_proxy": -6.951, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.252, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-044", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 36.676, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 13.848, "ring_osc_delay_ps_proxy": 23.924, "bitline_rc_delay_ps_proxy": 51.083, "sram_read_margin_delta_mv_proxy": -5.974, "leakage_risk_proxy": 0.433, "yield_risk_proxy": 0.232, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-045", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 83.328, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 21.549, "ring_osc_delay_ps_proxy": 25.995, "bitline_rc_delay_ps_proxy": 54.922, "sram_read_margin_delta_mv_proxy": -10.876, "leakage_risk_proxy": 0.478, "yield_risk_proxy": 0.341, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-046", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 58.327, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 17.607, "ring_osc_delay_ps_proxy": 24.62, "bitline_rc_delay_ps_proxy": 52.444, "sram_read_margin_delta_mv_proxy": -8.25, "leakage_risk_proxy": 0.478, "yield_risk_proxy": 0.286, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-047", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 44.228, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 15.205, "ring_osc_delay_ps_proxy": 24.025, "bitline_rc_delay_ps_proxy": 51.333, "sram_read_margin_delta_mv_proxy": -6.77, "leakage_risk_proxy": 0.478, "yield_risk_proxy": 0.255, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-048", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "standard_clean", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.68, "oxide_caution_proxy": 0.42, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 35.279, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 13.606, "ring_osc_delay_ps_proxy": 23.836, "bitline_rc_delay_ps_proxy": 50.927, "sram_read_margin_delta_mv_proxy": -5.83, "leakage_risk_proxy": 0.478, "yield_risk_proxy": 0.236, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-049", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 99.771, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 24.728, "ring_osc_delay_ps_proxy": 27.324, "bitline_rc_delay_ps_proxy": 57.263, "sram_read_margin_delta_mv_proxy": -12.698, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.332, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-050", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 69.836, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 20.35, "ring_osc_delay_ps_proxy": 25.628, "bitline_rc_delay_ps_proxy": 54.218, "sram_read_margin_delta_mv_proxy": -9.555, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.266, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-051", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 52.955, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 17.65, "ring_osc_delay_ps_proxy": 24.852, "bitline_rc_delay_ps_proxy": 52.787, "sram_read_margin_delta_mv_proxy": -7.782, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.229, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-052", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 42.24, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 15.838, "ring_osc_delay_ps_proxy": 24.548, "bitline_rc_delay_ps_proxy": 52.178, "sram_read_margin_delta_mv_proxy": -6.657, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.205, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-053", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 93.928, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 23.677, "ring_osc_delay_ps_proxy": 26.868, "bitline_rc_delay_ps_proxy": 56.459, "sram_read_margin_delta_mv_proxy": -11.992, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.317, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-054", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 65.746, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 19.451, "ring_osc_delay_ps_proxy": 25.286, "bitline_rc_delay_ps_proxy": 53.615, "sram_read_margin_delta_mv_proxy": -9.033, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.255, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-055", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 49.854, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 16.855, "ring_osc_delay_ps_proxy": 24.574, "bitline_rc_delay_ps_proxy": 52.298, "sram_read_margin_delta_mv_proxy": -7.365, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.22, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-056", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 39.766, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 15.118, "ring_osc_delay_ps_proxy": 24.311, "bitline_rc_delay_ps_proxy": 51.761, "sram_read_margin_delta_mv_proxy": -6.306, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.198, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-057", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 89.978, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 23.099, "ring_osc_delay_ps_proxy": 26.607, "bitline_rc_delay_ps_proxy": 55.998, "sram_read_margin_delta_mv_proxy": -11.573, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.315, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-058", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 62.981, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 18.997, "ring_osc_delay_ps_proxy": 25.102, "bitline_rc_delay_ps_proxy": 53.29, "sram_read_margin_delta_mv_proxy": -8.738, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.256, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-059", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 47.758, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 16.485, "ring_osc_delay_ps_proxy": 24.434, "bitline_rc_delay_ps_proxy": 52.05, "sram_read_margin_delta_mv_proxy": -7.14, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.222, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-060", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 38.094, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 14.809, "ring_osc_delay_ps_proxy": 24.198, "bitline_rc_delay_ps_proxy": 51.562, "sram_read_margin_delta_mv_proxy": -6.125, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.201, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-061", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 86.701, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 22.486, "ring_osc_delay_ps_proxy": 26.351, "bitline_rc_delay_ps_proxy": 55.546, "sram_read_margin_delta_mv_proxy": -11.177, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.3, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-062", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 60.688, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 18.477, "ring_osc_delay_ps_proxy": 24.91, "bitline_rc_delay_ps_proxy": 52.951, "sram_read_margin_delta_mv_proxy": -8.446, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.242, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-063", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 46.018, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 16.027, "ring_osc_delay_ps_proxy": 24.278, "bitline_rc_delay_ps_proxy": 51.774, "sram_read_margin_delta_mv_proxy": -6.905, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.21, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-064", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 36.707, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 14.395, "ring_osc_delay_ps_proxy": 24.065, "bitline_rc_delay_ps_proxy": 51.327, "sram_read_margin_delta_mv_proxy": -5.928, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.19, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-065", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 81.584, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 21.515, "ring_osc_delay_ps_proxy": 25.952, "bitline_rc_delay_ps_proxy": 54.843, "sram_read_margin_delta_mv_proxy": -10.561, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.286, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-066", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 57.106, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 17.657, "ring_osc_delay_ps_proxy": 24.611, "bitline_rc_delay_ps_proxy": 52.425, "sram_read_margin_delta_mv_proxy": -7.99, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.233, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-067", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 43.303, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 15.309, "ring_osc_delay_ps_proxy": 24.035, "bitline_rc_delay_ps_proxy": 51.348, "sram_read_margin_delta_mv_proxy": -6.541, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.202, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-068", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 34.54, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 13.748, "ring_osc_delay_ps_proxy": 23.858, "bitline_rc_delay_ps_proxy": 50.964, "sram_read_margin_delta_mv_proxy": -5.621, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.183, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-069", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 78.217, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 21.008, "ring_osc_delay_ps_proxy": 25.734, "bitline_rc_delay_ps_proxy": 54.457, "sram_read_margin_delta_mv_proxy": -10.208, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.286, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-070", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 54.749, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 17.268, "ring_osc_delay_ps_proxy": 24.459, "bitline_rc_delay_ps_proxy": 52.155, "sram_read_margin_delta_mv_proxy": -7.744, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.235, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-071", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 41.516, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 14.998, "ring_osc_delay_ps_proxy": 23.92, "bitline_rc_delay_ps_proxy": 51.144, "sram_read_margin_delta_mv_proxy": -6.354, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.206, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-072", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 33.115, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 13.491, "ring_osc_delay_ps_proxy": 23.766, "bitline_rc_delay_ps_proxy": 50.801, "sram_read_margin_delta_mv_proxy": -5.472, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.187, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-073", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 74.97, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 20.372, "ring_osc_delay_ps_proxy": 25.481, "bitline_rc_delay_ps_proxy": 54.012, "sram_read_margin_delta_mv_proxy": -9.817, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.271, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-074", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 52.476, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 16.734, "ring_osc_delay_ps_proxy": 24.269, "bitline_rc_delay_ps_proxy": 51.822, "sram_read_margin_delta_mv_proxy": -7.455, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.221, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-075", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 39.792, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 14.532, "ring_osc_delay_ps_proxy": 23.766, "bitline_rc_delay_ps_proxy": 50.873, "sram_read_margin_delta_mv_proxy": -6.123, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.193, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-076", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 31.74, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 13.073, "ring_osc_delay_ps_proxy": 23.635, "bitline_rc_delay_ps_proxy": 50.571, "sram_read_margin_delta_mv_proxy": -5.278, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.176, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-077", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 70.452, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 19.471, "ring_osc_delay_ps_proxy": 25.13, "bitline_rc_delay_ps_proxy": 53.393, "sram_read_margin_delta_mv_proxy": -9.274, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.259, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-078", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 49.314, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 15.983, "ring_osc_delay_ps_proxy": 24.006, "bitline_rc_delay_ps_proxy": 51.359, "sram_read_margin_delta_mv_proxy": -7.054, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.213, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-079", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 37.394, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 13.879, "ring_osc_delay_ps_proxy": 23.553, "bitline_rc_delay_ps_proxy": 50.498, "sram_read_margin_delta_mv_proxy": -5.803, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.187, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-080", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 29.828, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 12.488, "ring_osc_delay_ps_proxy": 23.454, "bitline_rc_delay_ps_proxy": 50.252, "sram_read_margin_delta_mv_proxy": -5.008, "leakage_risk_proxy": 0.197, "yield_risk_proxy": 0.17, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-081", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 67.566, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 19.026, "ring_osc_delay_ps_proxy": 24.947, "bitline_rc_delay_ps_proxy": 53.068, "sram_read_margin_delta_mv_proxy": -8.976, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.26, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-082", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 47.294, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 15.649, "ring_osc_delay_ps_proxy": 23.879, "bitline_rc_delay_ps_proxy": 51.134, "sram_read_margin_delta_mv_proxy": -6.847, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.216, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-083", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 35.862, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 13.618, "ring_osc_delay_ps_proxy": 23.457, "bitline_rc_delay_ps_proxy": 50.329, "sram_read_margin_delta_mv_proxy": -5.647, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.191, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-084", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 28.606, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 12.277, "ring_osc_delay_ps_proxy": 23.379, "bitline_rc_delay_ps_proxy": 50.119, "sram_read_margin_delta_mv_proxy": -4.885, "leakage_risk_proxy": 0.242, "yield_risk_proxy": 0.175, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-085", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 78.889, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 21.049, "ring_osc_delay_ps_proxy": 25.759, "bitline_rc_delay_ps_proxy": 54.502, "sram_read_margin_delta_mv_proxy": -10.256, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.309, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-086", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 55.22, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 17.278, "ring_osc_delay_ps_proxy": 24.47, "bitline_rc_delay_ps_proxy": 52.177, "sram_read_margin_delta_mv_proxy": -7.771, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.257, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-087", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 41.872, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 14.989, "ring_osc_delay_ps_proxy": 23.924, "bitline_rc_delay_ps_proxy": 51.152, "sram_read_margin_delta_mv_proxy": -6.369, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.227, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-088", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 33.4, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 13.469, "ring_osc_delay_ps_proxy": 23.766, "bitline_rc_delay_ps_proxy": 50.802, "sram_read_margin_delta_mv_proxy": -5.48, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.209, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-089", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 74.5, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 20.191, "ring_osc_delay_ps_proxy": 25.419, "bitline_rc_delay_ps_proxy": 53.902, "sram_read_margin_delta_mv_proxy": -9.729, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.298, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-090", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 52.147, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 16.561, "ring_osc_delay_ps_proxy": 24.216, "bitline_rc_delay_ps_proxy": 51.728, "sram_read_margin_delta_mv_proxy": -7.382, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.248, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-091", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 39.542, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 14.364, "ring_osc_delay_ps_proxy": 23.718, "bitline_rc_delay_ps_proxy": 50.789, "sram_read_margin_delta_mv_proxy": -6.059, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.221, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-092", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 31.541, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 12.909, "ring_osc_delay_ps_proxy": 23.59, "bitline_rc_delay_ps_proxy": 50.493, "sram_read_margin_delta_mv_proxy": -5.219, "leakage_risk_proxy": 0.375, "yield_risk_proxy": 0.203, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-093", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 71.662, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 19.757, "ring_osc_delay_ps_proxy": 25.237, "bitline_rc_delay_ps_proxy": 53.581, "sram_read_margin_delta_mv_proxy": -9.435, "leakage_risk_proxy": 0.42, "yield_risk_proxy": 0.299, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-094", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 50.161, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 16.232, "ring_osc_delay_ps_proxy": 24.089, "bitline_rc_delay_ps_proxy": 51.505, "sram_read_margin_delta_mv_proxy": -7.177, "leakage_risk_proxy": 0.42, "yield_risk_proxy": 0.251, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-095", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 38.036, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 14.105, "ring_osc_delay_ps_proxy": 23.623, "bitline_rc_delay_ps_proxy": 50.621, "sram_read_margin_delta_mv_proxy": -5.904, "leakage_risk_proxy": 0.42, "yield_risk_proxy": 0.225, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-096", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "hf_last", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.78, "oxide_caution_proxy": 0.24, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 30.34, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 12.697, "ring_osc_delay_ps_proxy": 23.515, "bitline_rc_delay_ps_proxy": 50.359, "sram_read_margin_delta_mv_proxy": -5.096, "leakage_risk_proxy": 0.42, "yield_risk_proxy": 0.208, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-097", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 125.293, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 28.097, "ring_osc_delay_ps_proxy": 28.983, "bitline_rc_delay_ps_proxy": 60.198, "sram_read_margin_delta_mv_proxy": -15.834, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.396, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-098", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 87.701, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 23.022, "ring_osc_delay_ps_proxy": 26.789, "bitline_rc_delay_ps_proxy": 56.272, "sram_read_margin_delta_mv_proxy": -11.886, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.313, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-099", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 66.502, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 19.831, "ring_osc_delay_ps_proxy": 25.733, "bitline_rc_delay_ps_proxy": 54.345, "sram_read_margin_delta_mv_proxy": -9.661, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.267, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-100", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.73, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 53.046, "rsd_ohm_um_proxy": 53.719, "idrive_loss_pct_proxy": 17.665, "ring_osc_delay_ps_proxy": 25.251, "bitline_rc_delay_ps_proxy": 53.421, "sram_read_margin_delta_mv_proxy": -8.248, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.237, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-101", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 117.956, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 26.944, "ring_osc_delay_ps_proxy": 28.429, "bitline_rc_delay_ps_proxy": 59.222, "sram_read_margin_delta_mv_proxy": -14.971, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.378, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-102", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 82.565, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 22.027, "ring_osc_delay_ps_proxy": 26.379, "bitline_rc_delay_ps_proxy": 55.549, "sram_read_margin_delta_mv_proxy": -11.255, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.3, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-103", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 62.608, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 18.951, "ring_osc_delay_ps_proxy": 25.403, "bitline_rc_delay_ps_proxy": 53.764, "sram_read_margin_delta_mv_proxy": -9.16, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.256, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-104", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.763, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 49.939, "rsd_ohm_um_proxy": 51.169, "idrive_loss_pct_proxy": 16.869, "ring_osc_delay_ps_proxy": 24.972, "bitline_rc_delay_ps_proxy": 52.931, "sram_read_margin_delta_mv_proxy": -7.83, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.228, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-105", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 112.996, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 26.282, "ring_osc_delay_ps_proxy": 28.103, "bitline_rc_delay_ps_proxy": 58.645, "sram_read_margin_delta_mv_proxy": -14.446, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.374, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-106", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 79.093, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 21.496, "ring_osc_delay_ps_proxy": 26.149, "bitline_rc_delay_ps_proxy": 55.143, "sram_read_margin_delta_mv_proxy": -10.886, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.299, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-107", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 59.975, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 18.513, "ring_osc_delay_ps_proxy": 25.228, "bitline_rc_delay_ps_proxy": 53.455, "sram_read_margin_delta_mv_proxy": -8.879, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.257, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-108", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 350, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.796, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 47.839, "rsd_ohm_um_proxy": 51.038, "idrive_loss_pct_proxy": 16.499, "ring_osc_delay_ps_proxy": 24.832, "bitline_rc_delay_ps_proxy": 52.683, "sram_read_margin_delta_mv_proxy": -7.604, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.231, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-109", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 108.88, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 25.606, "ring_osc_delay_ps_proxy": 27.792, "bitline_rc_delay_ps_proxy": 58.096, "sram_read_margin_delta_mv_proxy": -13.962, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.357, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-110", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 76.212, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 20.918, "ring_osc_delay_ps_proxy": 25.919, "bitline_rc_delay_ps_proxy": 54.737, "sram_read_margin_delta_mv_proxy": -10.532, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.285, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-111", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 57.791, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 18.004, "ring_osc_delay_ps_proxy": 25.043, "bitline_rc_delay_ps_proxy": 53.128, "sram_read_margin_delta_mv_proxy": -8.597, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.244, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-112", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.785, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 46.097, "rsd_ohm_um_proxy": 49.594, "idrive_loss_pct_proxy": 16.041, "ring_osc_delay_ps_proxy": 24.675, "bitline_rc_delay_ps_proxy": 52.407, "sram_read_margin_delta_mv_proxy": -7.37, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.218, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-113", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 102.454, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 24.53, "ring_osc_delay_ps_proxy": 27.309, "bitline_rc_delay_ps_proxy": 57.243, "sram_read_margin_delta_mv_proxy": -13.208, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.341, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-114", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 71.715, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 20.004, "ring_osc_delay_ps_proxy": 25.561, "bitline_rc_delay_ps_proxy": 54.105, "sram_read_margin_delta_mv_proxy": -9.98, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.273, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-115", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 54.38, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 17.203, "ring_osc_delay_ps_proxy": 24.755, "bitline_rc_delay_ps_proxy": 52.622, "sram_read_margin_delta_mv_proxy": -8.16, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.235, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-116", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.818, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 43.376, "rsd_ohm_um_proxy": 47.397, "idrive_loss_pct_proxy": 15.322, "ring_osc_delay_ps_proxy": 24.433, "bitline_rc_delay_ps_proxy": 51.98, "sram_read_margin_delta_mv_proxy": -7.005, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.211, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-117", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 98.226, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 23.94, "ring_osc_delay_ps_proxy": 27.035, "bitline_rc_delay_ps_proxy": 56.758, "sram_read_margin_delta_mv_proxy": -12.765, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.339, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-118", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 68.755, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 19.541, "ring_osc_delay_ps_proxy": 25.369, "bitline_rc_delay_ps_proxy": 53.766, "sram_read_margin_delta_mv_proxy": -9.67, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.274, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-119", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 52.136, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 16.829, "ring_osc_delay_ps_proxy": 24.61, "bitline_rc_delay_ps_proxy": 52.365, "sram_read_margin_delta_mv_proxy": -7.925, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.237, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-120", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 400, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.851, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 41.586, "rsd_ohm_um_proxy": 47.422, "idrive_loss_pct_proxy": 15.01, "ring_osc_delay_ps_proxy": 24.317, "bitline_rc_delay_ps_proxy": 51.776, "sram_read_margin_delta_mv_proxy": -6.818, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.214, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-121", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 94.148, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 23.231, "ring_osc_delay_ps_proxy": 26.728, "bitline_rc_delay_ps_proxy": 56.217, "sram_read_margin_delta_mv_proxy": -12.287, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.321, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-122", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 65.9, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 18.944, "ring_osc_delay_ps_proxy": 25.142, "bitline_rc_delay_ps_proxy": 53.365, "sram_read_margin_delta_mv_proxy": -9.321, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.259, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-123", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 49.971, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 16.308, "ring_osc_delay_ps_proxy": 24.428, "bitline_rc_delay_ps_proxy": 52.044, "sram_read_margin_delta_mv_proxy": -7.648, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.224, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-124", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.84, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 39.86, "rsd_ohm_um_proxy": 46.034, "idrive_loss_pct_proxy": 14.544, "ring_osc_delay_ps_proxy": 24.163, "bitline_rc_delay_ps_proxy": 51.505, "sram_read_margin_delta_mv_proxy": -6.586, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.202, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-125", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 88.475, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 22.224, "ring_osc_delay_ps_proxy": 26.302, "bitline_rc_delay_ps_proxy": 55.465, "sram_read_margin_delta_mv_proxy": -11.622, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.307, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-126", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 61.929, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 18.1, "ring_osc_delay_ps_proxy": 24.826, "bitline_rc_delay_ps_proxy": 52.809, "sram_read_margin_delta_mv_proxy": -8.835, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.249, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-127", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 46.96, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 15.575, "ring_osc_delay_ps_proxy": 24.175, "bitline_rc_delay_ps_proxy": 51.598, "sram_read_margin_delta_mv_proxy": -7.263, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.216, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-128", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.873, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 37.458, "rsd_ohm_um_proxy": 44.123, "idrive_loss_pct_proxy": 13.891, "ring_osc_delay_ps_proxy": 23.95, "bitline_rc_delay_ps_proxy": 51.129, "sram_read_margin_delta_mv_proxy": -6.266, "leakage_risk_proxy": 0.318, "yield_risk_proxy": 0.195, "decision_bucket": "balanced teaching candidate", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-129", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 84.851, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 21.699, "ring_osc_delay_ps_proxy": 26.071, "bitline_rc_delay_ps_proxy": 55.056, "sram_read_margin_delta_mv_proxy": -11.247, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.307, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-130", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 59.392, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 17.698, "ring_osc_delay_ps_proxy": 24.666, "bitline_rc_delay_ps_proxy": 52.525, "sram_read_margin_delta_mv_proxy": -8.574, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.251, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-131", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 45.036, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 15.256, "ring_osc_delay_ps_proxy": 24.054, "bitline_rc_delay_ps_proxy": 51.384, "sram_read_margin_delta_mv_proxy": -7.066, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.219, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-132", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 450, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.906, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 35.923, "rsd_ohm_um_proxy": 44.265, "idrive_loss_pct_proxy": 13.629, "ring_osc_delay_ps_proxy": 23.854, "bitline_rc_delay_ps_proxy": 50.96, "sram_read_margin_delta_mv_proxy": -6.109, "leakage_risk_proxy": 0.363, "yield_risk_proxy": 0.199, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-133", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 900, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 99.07, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 24.002, "ring_osc_delay_ps_proxy": 27.071, "bitline_rc_delay_ps_proxy": 56.823, "sram_read_margin_delta_mv_proxy": -12.831, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.361, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-134", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 1600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 69.346, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 19.57, "ring_osc_delay_ps_proxy": 25.389, "bitline_rc_delay_ps_proxy": 53.801, "sram_read_margin_delta_mv_proxy": -9.71, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.296, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-135", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 2500, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 52.584, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 16.836, "ring_osc_delay_ps_proxy": 24.62, "bitline_rc_delay_ps_proxy": 52.384, "sram_read_margin_delta_mv_proxy": -7.95, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.259, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-136", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 15, "contact_area_nm2": 3600, "activation_norm_proxy": 0.895, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 41.944, "rsd_ohm_um_proxy": 46.796, "idrive_loss_pct_proxy": 15.001, "ring_osc_delay_ps_proxy": 24.321, "bitline_rc_delay_ps_proxy": 51.784, "sram_read_margin_delta_mv_proxy": -6.833, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.236, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-137", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 900, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 93.558, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 23.046, "ring_osc_delay_ps_proxy": 26.658, "bitline_rc_delay_ps_proxy": 56.094, "sram_read_margin_delta_mv_proxy": -12.186, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.348, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-138", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 1600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 65.487, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 18.766, "ring_osc_delay_ps_proxy": 25.083, "bitline_rc_delay_ps_proxy": 53.263, "sram_read_margin_delta_mv_proxy": -9.239, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.286, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-139", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 2500, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 49.658, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 16.136, "ring_osc_delay_ps_proxy": 24.375, "bitline_rc_delay_ps_proxy": 51.952, "sram_read_margin_delta_mv_proxy": -7.577, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.251, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-140", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 30, "contact_area_nm2": 3600, "activation_norm_proxy": 0.928, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 39.61, "rsd_ohm_um_proxy": 44.968, "idrive_loss_pct_proxy": 14.376, "ring_osc_delay_ps_proxy": 24.115, "bitline_rc_delay_ps_proxy": 51.421, "sram_read_margin_delta_mv_proxy": -6.522, "leakage_risk_proxy": 0.497, "yield_risk_proxy": 0.229, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-141", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 900, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 0.738, "contact_resistance_ohm_um_proxy": 89.995, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 22.537, "ring_osc_delay_ps_proxy": 26.429, "bitline_rc_delay_ps_proxy": 55.689, "sram_read_margin_delta_mv_proxy": -11.816, "leakage_risk_proxy": 0.542, "yield_risk_proxy": 0.347, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-142", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 1600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.032, "contact_resistance_ohm_um_proxy": 62.993, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 18.372, "ring_osc_delay_ps_proxy": 24.924, "bitline_rc_delay_ps_proxy": 52.98, "sram_read_margin_delta_mv_proxy": -8.98, "leakage_risk_proxy": 0.542, "yield_risk_proxy": 0.288, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-143", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 2500, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.41, "contact_resistance_ohm_um_proxy": 47.767, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 15.821, "ring_osc_delay_ps_proxy": 24.255, "bitline_rc_delay_ps_proxy": 51.74, "sram_read_margin_delta_mv_proxy": -7.382, "leakage_risk_proxy": 0.542, "yield_risk_proxy": 0.254, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" }, { "lab_id": "CTC-144", "chain_id": "SA-PROC-CHAIN-CONTACT-001", "surface_prep": "uv_ozone_assist", "silicide_anneal_c": 500, "anneal_time_s": 60, "contact_area_nm2": 3600, "activation_norm_proxy": 0.961, "residue_removal_score_proxy": 0.92, "oxide_caution_proxy": 0.62, "contact_cap_ff_proxy": 1.872, "contact_resistance_ohm_um_proxy": 38.101, "rsd_ohm_um_proxy": 45.059, "idrive_loss_pct_proxy": 14.116, "ring_osc_delay_ps_proxy": 24.02, "bitline_rc_delay_ps_proxy": 51.252, "sram_read_margin_delta_mv_proxy": -6.367, "leakage_risk_proxy": 0.542, "yield_risk_proxy": 0.233, "decision_bucket": "delay/leakage tradeoff visible", "model_boundary": "original SemiAgora teaching proxy; replace with TLM, sheet-R, Id-Vg, RO, or SRAM data before technical claims" } ], "summary": [ { "surface_prep": "standard_clean", "rows": 48, "mean_contact_resistance_ohm_um_proxy": 62.252, "min_ring_osc_delay_ps_proxy": 23.681, "max_bitline_rc_delay_ps_proxy": 59.131, "mean_yield_risk_proxy": 0.271 }, { "surface_prep": "hf_last", "rows": 48, "mean_contact_resistance_ohm_um_proxy": 53.537, "min_ring_osc_delay_ps_proxy": 23.379, "max_bitline_rc_delay_ps_proxy": 57.263, "mean_yield_risk_proxy": 0.235 }, { "surface_prep": "uv_ozone_assist", "rows": 48, "mean_contact_resistance_ohm_um_proxy": 67.232, "min_ring_osc_delay_ps_proxy": 23.854, "max_bitline_rc_delay_ps_proxy": 60.198, "mean_yield_risk_proxy": 0.273 } ], "methods": [ "Generate a factorial teaching sweep over surface preparation, silicide anneal temperature, anneal time, and contact area.", "Map those knobs into activation, surface, silicide, and contact-area proxy terms; then calculate Rc/Rsd and delay proxies deterministically.", "Expose measured replacement slots so TLM, sheet resistance, Id-Vg, ring oscillator, or SRAM bitline data can replace proxy columns later." ], "limitations": [ "The values are original educational proxies, not calibrated contact models.", "The sweep does not include material stack, local layout, contact geometry, self-heating, variability, electromigration, or product qualification.", "UV ozone appears here only as surface-state vocabulary; it is not a contact-module recommendation.", "The browser filters saved rows and does not run SPICE, TCAD, equipment, or process optimization." ], "evidence": [ "CSV row count and deterministic generator are stored with the experiment.", "Source spine anchors contact resistance, metrology uncertainty, DTCO vocabulary, and surface-treatment context.", "Measured replacement slots are named explicitly before any technical claim is made." ], "sources": [ { "label": "NIST metrology and process-control uncertainty", "url": "https://www.nist.gov/publications/metrology-and-process-control-dealing-measurement-uncertainty", "use": "Anchors why inline measurements and uncertainty must be kept attached when process conditions change." }, { "label": "TSMC design-technology co-optimization", "url": "https://www.tsmc.com/english/news-events/blog-article-20220615", "use": "Anchors the process, device, and design co-optimization vocabulary used for downstream handoffs." }, { "label": "imec contact resistance challenge", "url": "https://www.imec-int.com/en/imec-magazine/imec-magazine-april-2019/solving-the-contact-resistance-challenge-for-7nm-and-beyond-cmos", "use": "Anchors contact resistance as a scaling limiter that belongs in device and circuit consequence chains." }, { "label": "ALD on MoS2 with ozone or water oxidant", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC4134179/", "use": "Anchors ozone as a surface/ALD nucleation teaching topic while preserving material and process boundaries." }, { "label": "UV ozone pretreatment for ALD nucleation", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC8911297/", "use": "Anchors surface pretreatment, nucleation, and film-continuity vocabulary for future chain replacements." }, { "label": "FinFET stress-engineering review", "url": "https://www.mdpi.com/2079-9292/14/11/2099", "use": "Anchors stress, mobility, and device-performance coupling for future process-to-device chains." }, { "label": "GAA nanosheet transistor review", "url": "https://www.mdpi.com/2079-9292/11/21/3589", "use": "Anchors gate-all-around geometry, electrostatics, and capacitance vocabulary for future chains." }, { "label": "Hybrid bonding review", "url": "https://www.mdpi.com/2072-666X/13/4/537", "use": "Anchors bonding-surface and package-integration evidence for post-fab chain candidates." } ], "public_boundary": [ "Precomputed educational data only.", "No live server solver execution.", "No process recipe, gas-ratio recommendation, equipment-control instruction, or endpoint-control workflow.", "No PDK, NDA, proprietary, or paid source text is redistributed.", "No measured-silicon, qualification, yield-release, or signoff claim." ] }