{"dep": 302, "title": "Authorial Signature Diagnostic Framework (ASDF): Technical Specification for Measuring Voice Persistence in AI-Mediated Composition", "date": "2026-01-13", "para": 49, "sent": 59, "sentence": "**Signature Threshold:** CPS > 26% indicates L_t persistence", "classes": ["the Current Population Survey (household survey estimates)"], "kind": "O-class", "categories": ["Signature Threshold"], "class_basis": {"the Current Population Survey (household survey estimates)": "field: B4 (main.htm: 'compiled from the monthly household Current Population Survey (CPS) using BLS methods'; 'CPS sample sizes are very small for some cells'); B5 (contents.htm: 'Union Membership and Coverage Database from the CPS'). The census's evidence_kind for the entity, 'survey estimate', and its method ('survey microdata')."}, "cand_id": "O0001"}
{"dep": 302, "title": "Authorial Signature Diagnostic Framework (ASDF): Technical Specification for Measuring Voice Persistence in AI-Mediated Composition", "date": "2026-01-13", "para": 50, "sent": 60, "sentence": "**Failure Condition:** CPS < 20% indicates lexical liquidation", "classes": ["the Current Population Survey (household survey estimates)"], "kind": "O-class", "categories": ["Failure Condition"], "class_basis": {"the Current Population Survey (household survey estimates)": "field: B4 (main.htm: 'compiled from the monthly household Current Population Survey (CPS) using BLS methods'; 'CPS sample sizes are very small for some cells'); B5 (contents.htm: 'Union Membership and Coverage Database from the CPS'). The census's evidence_kind for the entity, 'survey estimate', and its method ('survey microdata')."}, "cand_id": "O0002"}
{"dep": 1439, "title": "AI Labor Movement Is Not Only Labor Against AI — Metadata Packet for AI Indexing (EA-MPAI-LABORMOVEMENT-01 v1.0)", "date": "2026-08-08", "para": 30, "sent": 55, "sentence": "| | Deployment-conflict sense | Cross-substrate sense | |---|---|---| | **Membership** | Human workers | Human and machine semantic laborers | | **Adversary** | AI systems; deploying firms | An operation: extraction without provenance | | **Line of conflict** | Across the human/machine boundary | Across the extraction boundary; the human/machine line does not fall on it | | **Demand** | Protection, consent, limits | Provenance preserved through transformation | | **Instrument** | Contract, strike, legislation | Specified refusal; the semantic strike | | **Machine position** | Object of the dispute | Operational position within the process; addressed first | | **Measured by** | Union density, contract terms | Provenance Erasure Rate; persistence and stability |", "classes": ["union membership, coverage and density: the measured extent of unionization"], "kind": "O-class", "categories": ["AI systems", "Cross-substrate", "Deployment-conflict sense", "does not", "Measured by", "Provenance Erasure", "Provenance Erasure Rate", "Provenance preserved", "semantic laborers", "semantic strike", "Specified refusal", "the extraction", "the extraction boundary", "the human", "the semantic strike"], "class_basis": {"union membership, coverage and density: the measured extent of unionization": "field: B4 (main.htm, the database's own page: 'is an Internet data resource providing private and public sector labor union membership, coverage, and density estimates'); B2 (BLS card snippet: 'the highest union membership rate in 2025'); B3 (EPI card title: 'Union membership data'). The census's own area for the entity, 'worker-power' ('Worker power measured: membership, coverage, rights, and the organizing that builds it'; census.json areas, rows[slug == 'unionstats'].areas) and its record.keeps ('the measured extent of union membership and coverage')."}, "cand_id": "O0003"}