{"id":"W7161411828","doi":"10.66978/k28d0r79","title":"Foreign-Trained Workers, Access to Regulated Professions, and Public Safety: What Canadian Human Rights Law has to Teach","year":2025,"lang":"","type":"article","venue":"Juris Politica","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human rights; Negotiation; Duty; Compliance (psychology); International human rights law; Supreme court; Duty to protect","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":[0.0116445,0.0006782538,0.0009325351,0.003273412,0.0204574,0.01866728,0.003134146,0.01400632,0.01011743],"category_scores_gemma":[0.02089908,0.0005895661,0.0008939085,0.00388062,0.04546413,0.01464367,0.005177219,0.01167744,0.0007119804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1059915,"about_ca_system_score_gemma":0.1842817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638571,"about_ca_topic_score_gemma":0.966507,"domain_scores_codex":[0.989268,0.001648589,0.0002836078,0.001070284,0.004909768,0.002819671],"domain_scores_gemma":[0.9794167,0.01193084,0.0006730275,0.0007348832,0.004902451,0.002342155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001564047,0.00003368912,0.001497001,0.0002482985,0.000009779869,0.0002209771,0.006174891,0.0003642206,0.0001399057,0.908885,0.03583181,0.04657867],"study_design_scores_gemma":[0.00002932979,0.00003190601,0.007292828,0.003102273,0.00004401332,0.0002595733,0.01685963,0.00114107,0.0003121191,0.3406481,0.6300568,0.0002223728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009669587,0.04821077,0.004457573,0.7897148,0.001789953,0.00003183116,0.0001651362,0.00004929763,0.145911],"genre_scores_gemma":[0.5948735,0.1025885,0.008418288,0.2471603,0.002633362,0.00009092075,0.0002459833,0.0001106512,0.04387855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1059915,"threshold_uncertainty_score":0.7690254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384861294835989,"score_gpt":0.3809527604338047,"score_spread":0.3171041474854448,"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."}}