{"id":"W7025709674","doi":"","title":"Who to Inspect? Using Employee\\nComplaint Data to Inform Workplace\\nInspections in Ontario","year":2020,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complaint; Christian ministry; Enforcement; Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001072043,0.0002437107,0.0003024071,0.005809799,0.0004000604,0.0002344079,0.0007615234,0.00005404608,0.0001249948],"category_scores_gemma":[0.00008359252,0.0002763898,0.00005366886,0.01300191,0.00003419106,0.00166225,0.001552185,0.0002365165,0.0002548681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883679,"about_ca_system_score_gemma":0.0001978764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4204751,"about_ca_topic_score_gemma":0.8283819,"domain_scores_codex":[0.9985474,0.00001195988,0.0002353996,0.000573437,0.0002531574,0.0003786564],"domain_scores_gemma":[0.9991919,0.00002034096,0.0001005951,0.0004953326,0.0001397809,0.00005209027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002256577,0.0007073702,0.8040801,0.0005121448,0.0005610065,0.0006845944,0.04830293,0.02990547,0.00009925845,0.04892512,0.03759621,0.0263692],"study_design_scores_gemma":[0.0005724819,0.00002902068,0.04751014,0.00008439811,0.00004258596,0.000001132567,0.001460997,0.003146782,0.000003962528,0.000002365147,0.9468129,0.0003332506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.456655,7.555965e-7,0.003412543,0.004025895,0.0002845832,0.001036192,0.00001409783,0.0003406487,0.5342302],"genre_scores_gemma":[0.9909203,0.0002472295,0.002955987,0.005042747,0.0005376555,0.00000486603,0.00006150728,0.00004489911,0.0001848121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9092167,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056089320031247,"score_gpt":0.2608058193499004,"score_spread":0.1551968873467758,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}