spb/wp17_uqo

1{2  "seed": 20261105,3  "db": "/Users/simon-pierreboucher/Desktop/UQO/Recherche/UQO_RESEARCH_DB/project-db/data/db/spid.duckdb",4  "db_mtime": "2026-10-28 12:21",5  "n_universe_mentions": 203944,6  "n_sample": 200,7  "strata_allocation": {8    "ai_initiative|10-K": 3,9    "ai_initiative|10-Q": 3,10    "ai_initiative|8-K": 3,11    "automation|10-K": 3,12    "automation|10-Q": 3,13    "automation|8-K": 3,14    "capex_program|10-K": 3,15    "capex_program|10-Q": 3,16    "capex_program|8-K": 3,17    "cloud_migration|10-K": 3,18    "cloud_migration|10-Q": 3,19    "cloud_migration|8-K": 3,20    "cost_reduction|10-K": 3,21    "cost_reduction|10-Q": 3,22    "cost_reduction|8-K": 3,23    "data_center|10-K": 3,24    "data_center|10-Q": 3,25    "data_center|8-K": 3,26    "digital_transformation|10-K": 3,27    "digital_transformation|10-Q": 3,28    "digital_transformation|8-K": 3,29    "drug_pipeline|10-K": 3,30    "drug_pipeline|10-Q": 3,31    "drug_pipeline|8-K": 3,32    "energy_transition|10-K": 3,33    "energy_transition|10-Q": 3,34    "energy_transition|8-K": 3,35    "erp_implementation|10-K": 3,36    "erp_implementation|10-Q": 3,37    "erp_implementation|8-K": 3,38    "geographic_expansion|10-K": 3,39    "geographic_expansion|10-Q": 3,40    "geographic_expansion|8-K": 3,41    "infrastructure|10-K": 3,42    "infrastructure|10-Q": 3,43    "infrastructure|8-K": 3,44    "ma_integration|10-K": 3,45    "ma_integration|10-Q": 3,46    "ma_integration|8-K": 3,47    "manufacturing_expansion|10-K": 3,48    "manufacturing_expansion|10-Q": 3,49    "manufacturing_expansion|8-K": 3,50    "partnership|10-K": 3,51    "partnership|10-Q": 3,52    "partnership|8-K": 3,53    "plant_construction|10-K": 3,54    "plant_construction|10-Q": 3,55    "plant_construction|8-K": 3,56    "product_launch|10-K": 3,57    "product_launch|10-Q": 3,58    "product_launch|8-K": 3,59    "rd_program|10-K": 3,60    "rd_program|10-Q": 4,61    "rd_program|8-K": 4,62    "supply_chain|10-K": 4,63    "supply_chain|10-Q": 4,64    "supply_chain|8-K": 4,65    "sustainability|10-K": 4,66    "sustainability|10-Q": 4,67    "sustainability|8-K": 4,68    "technology_deployment|10-K": 4,69    "technology_deployment|10-Q": 4,70    "technology_deployment|8-K": 471  },72  "share_evidence_found": 0.595,73  "text_table": "local:data/processed_r3k_v2/spid_sample_sections_L8.parquet",74  "backend_counts": {75    "llm": 20394476  },77  "confidence_quantiles": {78    "0.1": 0.8,79    "0.5": 0.9,80    "0.9": 1.081  },82  "extractor_provenance_from_code_snapshot": {83    "file": "/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/UQO-WP-REVIEW/manuscripts/FIRC-0001/pipeline_code_2324b58/project-db/spid/extract/llm.py",84    "model": [85      "gpt-4o-mini"86    ],87    "temperature": []88  },89  "labels_produced": false,90  "note": "human precision check reduced to this frame (AR-FIRC0002-3 not granted); readers fill label_project_present / label_ai_related"91}