{"id":"W4318486623","doi":"10.32920/21977012.v1","title":"Closing the Employment Standards Enforcement Gap: An Agenda For Change","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Closing (real estate); Enforcement; General partnership; Christian ministry; Political science; Law enforcement; Public administration; Public relations; Business; Law","routes":{"ca_aff":false,"ca_fund":true,"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":[0.09968826,0.001643435,0.003228956,0.004974385,0.01841259,0.03981512,0.009212803,0.06163332,0.02578491],"category_scores_gemma":[0.09752002,0.001251329,0.003427662,0.006008096,0.02562435,0.06085609,0.02014751,0.05420306,0.005405997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01977932,"about_ca_system_score_gemma":0.1602863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212524,"about_ca_topic_score_gemma":0.02612337,"domain_scores_codex":[0.943344,0.02531845,0.003036939,0.004022025,0.01153246,0.01274615],"domain_scores_gemma":[0.8355978,0.09024385,0.004670062,0.005104213,0.02485256,0.03953149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001359038,0.0007452131,0.002311827,0.002038678,0.00007918508,0.0007304322,0.01480319,0.0006203758,0.000397386,0.2826644,0.5398642,0.1556093],"study_design_scores_gemma":[0.0001031445,0.0001789307,0.003057836,0.007147397,0.00006218148,0.000229656,0.09143022,0.0007658753,0.000294696,0.1856175,0.7109522,0.0001603046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007146496,0.008571208,0.0009515262,0.9825001,0.003897583,0.00002535771,0.00004663691,0.00006917498,0.003223707],"genre_scores_gemma":[0.09370919,0.05748492,0.02912648,0.7878182,0.01337658,0.0009236413,0.0006967571,0.0002665205,0.01659774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09968826,"threshold_uncertainty_score":0.5272082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4794532625155051,"score_gpt":0.5422975561029384,"score_spread":0.06284429358743326,"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."}}