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feat: learned tolerance curve for gate — no hardcoded thresholds CI #56: Commit 7b4f314 pushed by fabio-rovai
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feat: structural scoring + quality-adjusted gate CI #55: Commit 44ac162 pushed by fabio-rovai
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fix: remove inflated LLM Pearson claim from README CI #54: Commit 5afcf66 pushed by fabio-rovai
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fix: README consistency — match actual demo output format everywhere CI #53: Commit dab0e44 pushed by fabio-rovai
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feat: gate verdicts, train/test split, source quotes in demo CI #52: Commit 5fa2985 pushed by fabio-rovai
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docs: complete README redesign — proof-first, show don't tell CI #51: Commit 9af910a pushed by fabio-rovai
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docs: complete README redesign — show don't tell CI #50: Commit 638361c pushed by fabio-rovai
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feat: 100% audit trail — source spans, consensus scoring, completenes… CI #49: Commit 9be9fd1 pushed by fabio-rovai
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feat: adversarial + cross-domain test datasets CI #48: Commit 316eda9 pushed by fabio-rovai
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docs: factual audit + full rewrite of all 3 READMEs (EN/CN/JP) CI #47: Commit a7eab7b pushed by fabio-rovai
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docs: comprehensive README update — ontology spine architecture, ASAP… CI #46: Commit 7cf57c5 pushed by fabio-rovai
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feat: self-calibrating SNN weights — Pearson 0.973, QWK 0.972, MAE 2.52 CI #45: Commit 400c7a9 pushed by fabio-rovai
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feat: deep evaluation ontology + onto_align integration CI #44: Commit 91f2bdc pushed by fabio-rovai
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feat: onto_align integration — align essay graphs against reference o… CI #43: Commit 2f5c2c5 pushed by fabio-rovai
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feat: full /sketch Turtle path — OWL ontology per essay via GraphStore CI #42: Commit a5ce997 pushed by fabio-rovai
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feat: Option B benchmark working — graph-SNN beats regex on QWK and MAE CI #41: Commit 4508466 pushed by fabio-rovai
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feat: Option B architecture — argument graph + graph-aware SNN aggreg… CI #40: Commit 4e71ebf pushed by fabio-rovai
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feat: expanded benchmark — ASAP 12,976 essays, per-set metrics, hallu… CI #39: Commit 36680c9 pushed by fabio-rovai
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ci: retrigger after open-ontologies fix CI #38: Commit 1f720a7 pushed by fabio-rovai
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fix: resolve clippy warnings breaking CI CI #37: Commit e85ada1 pushed by fabio-rovai
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docs: comprehensive README update — scoring + prediction benchmarks, … CI #36: Commit a102744 pushed by fabio-rovai
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docs: update README to reflect ontology spine architecture CI #35: Commit d3ce8ab pushed by fabio-rovai
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feat: ontology spine — LLM works through SNN via eds_* MCP tools CI #34: Commit 56b9c68 pushed by fabio-rovai
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feat: adaptive extraction — domain-aware evidence for essays, tenders… CI #33: Commit f2dfcca pushed by fabio-rovai
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feat: shoal feeds EDS analysis into subagent prompt — evidence-inform… CI #32: Commit 97051d5 pushed by fabio-rovai
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