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data/primary-comparisons.csv
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id,campaign_id,model,domain,questions,raw_correct,nexus_correct,wins,losses,classification,two_sided_exact_p_value,evidence_status
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short-18-granite,nexus-safe-short-levels-v1,Granite 3.3 2B Instruct,mixed_verifiable,18,3,18,15,0,GAIN,6.103515625e-05,AUDITED
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short-18-gemma,nexus-safe-short-levels-v1,Gemma 3 12B IT QAT,mixed_verifiable,18,3,15,12,0,GAIN,0.00048828125,AUDITED
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micro-6-llama,nexus-safe-three-model-micro-v1,Llama 3.1 8B,mixed_verifiable,6,1,6,5,0,INCONCLUSIVE,0.0625,AUDITED
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code-5-granite,mat9f-code-e2e-raw-vs-nexus-v1,Granite 3.3 2B Instruct,code,5,1,1,0,0,INCONCLUSIVE,1.0,AUDITED_SMALL_SAMPLE
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data/public-benchmark-catalog.json
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{
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"schema_version": "mat-nexus-public-benchmark-catalog-v1",
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"generated_on": "2026-08-02",
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"scope": "Aggregate results only. Questions, answers, prompts, router tables and private implementation are excluded.",
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"primary_comparisons": [
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{
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"id": "short-18-granite",
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"campaign_id": "nexus-safe-short-levels-v1",
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"model": "Granite 3.3 2B Instruct",
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"domain": "mixed_verifiable",
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"questions": 18,
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"raw_correct": 3,
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"nexus_correct": 18,
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"wins": 15,
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"losses": 0,
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"classification": "GAIN",
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"two_sided_exact_p_value": 0.00006103515625,
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"evidence_status": "AUDITED",
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"report_sha256": "554fc022f5f445927ce5f1ea5a24546a505865a359c82293940a9581c97e2aa4",
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"audit_sha256": "758656d58407c1c08c9bc0005f453eaf2a9c6076e76d4a5276a80b768d2bdc17"
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},
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{
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"id": "short-18-gemma",
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"campaign_id": "nexus-safe-short-levels-v1",
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"model": "Gemma 3 12B IT QAT",
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"domain": "mixed_verifiable",
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"questions": 18,
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"raw_correct": 3,
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"nexus_correct": 15,
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"wins": 12,
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"losses": 0,
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"classification": "GAIN",
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"two_sided_exact_p_value": 0.00048828125,
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"evidence_status": "AUDITED",
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"report_sha256": "554fc022f5f445927ce5f1ea5a24546a505865a359c82293940a9581c97e2aa4",
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"audit_sha256": "758656d58407c1c08c9bc0005f453eaf2a9c6076e76d4a5276a80b768d2bdc17"
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},
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{
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"id": "micro-6-llama",
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"campaign_id": "nexus-safe-three-model-micro-v1",
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"model": "Llama 3.1 8B",
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"domain": "mixed_verifiable",
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"questions": 6,
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"raw_correct": 1,
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"nexus_correct": 6,
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"wins": 5,
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"losses": 0,
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"classification": "INCONCLUSIVE",
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"two_sided_exact_p_value": 0.0625,
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"evidence_status": "AUDITED",
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"report_sha256": "dc0c55cb8fe517128a79a039e4a9f34be85ff00cc9f7326225bd6bb4774a10f6",
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"audit_sha256": "c50311824a2c7ae215af8f02a8b1e5f99c176483f7f877a69aaba2edccf5b801"
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},
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{
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"id": "code-5-granite",
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"campaign_id": "mat9f-code-e2e-raw-vs-nexus-v1",
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"model": "Granite 3.3 2B Instruct",
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"domain": "code",
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"questions": 5,
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"raw_correct": 1,
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"nexus_correct": 1,
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"wins": 0,
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"losses": 0,
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"classification": "INCONCLUSIVE",
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"two_sided_exact_p_value": 1.0,
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"evidence_status": "AUDITED_SMALL_SAMPLE",
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"report_sha256": "69db61ec98a2e5c445833f00be8127b1327effc13ce8194ce9e05de6cd7a095e",
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"audit_sha256": null
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}
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],
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"diagnostic_campaigns": [
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{
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"id": "nexus-four-arm-1000q-v1",
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"questions": 1000,
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"kind": "component_ablation",
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"status": "HISTORICAL_DIAGNOSTIC",
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"metrics": {
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"raw_accuracy": 0.0,
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"prepared_accuracy": 0.019,
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"experts_accuracy": 0.812,
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"experts_memory_accuracy": 0.905
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},
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"report_sha256": "e3e23ada5f197b14ccdbfe542e791033fe6d564a22ed06b08f907bc906ff5c64",
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"caveat": "Component ablation; not pooled with the current paired safe-layer benchmark."
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},
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{
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"id": "nexus-adapter-ab-1000q-v1-safe",
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"questions": 1000,
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"kind": "adapter_nexus_ablation",
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"status": "HISTORICAL_DIAGNOSTIC",
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"metrics": {
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"base_raw_accuracy": 0.0,
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"adapted_raw_accuracy": 0.0,
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"base_nexus_accuracy": 0.125,
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"adapted_nexus_accuracy": 0.186
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},
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"report_sha256": "14bb4052eb05de8580231c491ca7db7444a365ec813c7de235b3f73632f8a22f",
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"caveat": "Useful for architecture diagnosis; raw-arm behavior makes it unsuitable as the headline gain claim."
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},
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{
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"id": "full-circuit-all-functional-ab-v2-safe",
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"questions": 10,
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"kind": "controlled_preview",
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"status": "EXPLORATORY",
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"metrics": {
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"llm_alone_accuracy": 0.0,
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"experts_raw_plus_llm_accuracy": 0.0,
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"experts_prepared_plus_llm_accuracy": 0.1
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},
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"report_sha256": "260f583eec371f6b1242d4fbb48b9c9056daf90bc8a2e431c7b9aa6b543cd822",
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"caveat": "Controlled preview, explicitly not an official benchmark."
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}
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],
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"excluded_campaigns": [
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{
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"id": "nexus-neutral-10x20-v1",
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"status": "INVALIDATED",
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"reason": "Uniform 96-token ceiling truncated model outputs; 36 Granite cases were consumed and excluded from scoring."
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},
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{
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"id": "nexus-neutral-10x20-v2",
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"status": "RUNNING",
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"reason": "Larger neutral paired campaign remains unpublished until completion and audit."
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}
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],
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"controls": {
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"previous_test_answers_reused": false,
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"sealed_test_used_for_training": false,
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"automatic_learning_during_evaluation": false,
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"raw_questions_or_targets_published": false,
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"primary_and_diagnostic_results_pooled": false
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}
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}
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