{"id":"W6991079862","doi":"","title":"Experimental Regulation to Address Modern Slavery and Forced Labour in Global Supply Chains: Canada's Passage of Transparency Modern Slavery Legislation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Employment and Social Development Canada; Foreign Affairs and International Trade Canada; European Commission; McMaster University","keywords":"Transparency (behavior); Due diligence; Accountability; Corporate governance; Politics; Legislation; Global governance; Soft law; Human rights","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":[0.006301879,0.0002078843,0.0002221809,0.0006548585,0.01224387,0.003888902,0.001077803,0.001394635,0.003663837],"category_scores_gemma":[0.01149209,0.0001967092,0.000258897,0.001548256,0.01183864,0.001047372,0.00277308,0.002345182,0.0001427515],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06332523,"about_ca_system_score_gemma":0.0942824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8794518,"about_ca_topic_score_gemma":0.9521301,"domain_scores_codex":[0.995091,0.001675366,0.00009318,0.0005696196,0.00138798,0.001182818],"domain_scores_gemma":[0.9908879,0.004403193,0.0007068388,0.0008995549,0.00232914,0.0007734053],"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":[0.0006828589,0.001239516,0.07287628,0.0008294014,0.00009495232,0.00269904,0.3308264,0.00530325,0.02171291,0.4202056,0.02738166,0.1161481],"study_design_scores_gemma":[0.0004078226,0.001202774,0.1621898,0.0007475532,0.0001962501,0.0002687809,0.2477305,0.004958877,0.0210213,0.02787419,0.5331471,0.0002551159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625183,0.0004828164,0.003205736,0.006364546,0.0001438946,0.0004860274,0.0001317651,0.00004696559,0.12662],"genre_scores_gemma":[0.9864489,0.0002051856,0.001472049,0.001564773,0.00001369169,0.0001091418,0.00004014682,0.00001233913,0.01013373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366748,"threshold_uncertainty_score":0.4594589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115111310904863,"score_gpt":0.2210319114473356,"score_spread":0.2095207803568493,"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."}}