{"id":"W7028445287","doi":"","title":"Flawed by Design?: A Case Study of Federal Enforcement of Migrant Workers’ Labour Rights in Canada","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Government (linguistics); Work (physics); Labour law; Law enforcement; United States labor law; Migrant workers","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":[],"consensus_categories":[],"category_scores_codex":[0.0001165746,0.0001262694,0.0002393982,0.00003203815,0.00004037277,0.00002313766,0.000110075,0.00002266881,0.00009282786],"category_scores_gemma":[0.00001478952,0.0001255371,0.00003012575,0.0002607235,0.00001351142,0.00009260405,0.00003681067,0.0001552138,0.000002084262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042253,"about_ca_system_score_gemma":0.0001705171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9291526,"about_ca_topic_score_gemma":0.9374937,"domain_scores_codex":[0.9989374,0.00004550242,0.0002949486,0.0001371464,0.0002763093,0.000308649],"domain_scores_gemma":[0.9994623,0.00006821119,0.00002267671,0.0002392956,0.00005895671,0.000148546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008243427,0.0008069269,0.01657133,0.0004736205,0.0005311297,0.006308991,0.002798029,0.8546201,0.1084168,0.001980833,0.005648417,0.001761368],"study_design_scores_gemma":[0.01381478,0.00102434,0.01211458,0.0008180417,0.00009817402,0.0002838901,0.01685461,0.2496358,0.688182,0.004224793,0.01083877,0.002110174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998996,0.0002905283,0.0002040009,0.000009774021,0.00007187304,0.0001877054,0.00002470079,0.00002214898,0.0001933078],"genre_scores_gemma":[0.9995654,0.000004219477,0.0003247832,0.00000952233,0.0000150056,0.0000259662,0.000004429359,0.00001549285,0.00003523762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6049843,"threshold_uncertainty_score":0.5119256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189481109684097,"score_gpt":0.2205678394585932,"score_spread":0.2086730283617522,"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."}}