{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004241603,0.0002064731,0.0003071665,0.002501368,0.002588779,0.002330492,0.001351116,0.0005691276,0.002834263],"category_scores_gemma":[0.01560852,0.0004539999,0.0002854445,0.005932377,0.001263845,0.0008337942,0.001841985,0.000671728,0.0004629635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04641489,"about_ca_system_score_gemma":0.07305221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893947,"about_ca_topic_score_gemma":0.9946873,"domain_scores_codex":[0.9950442,0.0006576629,0.0004775715,0.0005172692,0.002337047,0.000966288],"domain_scores_gemma":[0.9728311,0.004673801,0.006877201,0.001129928,0.01164891,0.002839035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001383022,0.00004658057,0.91206,0.0005540257,0.0000610624,0.0003358794,0.01976013,0.0003031568,0.0007331399,0.001054399,0.02423287,0.04072051],"study_design_scores_gemma":[0.00001135332,0.00002759612,0.9413717,0.0003190086,0.00003466469,0.00004180726,0.01534934,0.0005187206,0.0003500102,0.0001317036,0.0418126,0.00003146021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054131,0.003754524,0.002298555,0.01518848,0.000154182,0.0004795493,0.03146086,0.0001952604,0.04105558],"genre_scores_gemma":[0.9720209,0.001874407,0.002296746,0.001476352,0.00004041322,0.0001680475,0.006459656,0.00004703748,0.01561652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04641489,"threshold_uncertainty_score":0.3367652,"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."}}