{"id":"W4405628390","doi":"10.1177/10591478241309873","title":"Reducing Modern Slavery Risks in Supply Chains: Contributions From a Sociotechnical Systems Perspective","year":2024,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sociotechnical system; Supply chain; Perspective (graphical); Stakeholder; Corporate governance; Business; Social system; Psychological intervention; Risk analysis (engineering); Systems theory; Management science; Sociology; Computer science; Economics; Knowledge management; Management; Marketing; Social science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007164287,0.001081619,0.0006329369,0.002449733,0.002993104,0.006927775,0.001539367,0.002891779,0.003857668],"category_scores_gemma":[0.01887137,0.0004373386,0.0006916915,0.001523109,0.01495083,0.008366635,0.01157219,0.002706475,0.0002013324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003392915,"about_ca_system_score_gemma":0.005563463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163323,"about_ca_topic_score_gemma":0.002134264,"domain_scores_codex":[0.9946005,0.003125064,0.0001714344,0.0004416897,0.001139049,0.0005222373],"domain_scores_gemma":[0.9854289,0.008801204,0.00256308,0.00146299,0.001102021,0.0006418002],"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":[0.0000270255,0.000127892,0.007202409,0.000347175,0.00007328455,0.0003817783,0.007448733,0.02419207,0.0007744419,0.9146316,0.0009771041,0.04381648],"study_design_scores_gemma":[0.00001178688,0.0001433897,0.003242415,0.0005709912,0.00005231291,0.0002019182,0.00677467,0.02519487,0.0007910763,0.9424591,0.02050954,0.0000479327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2384402,0.009568807,0.5723161,0.03788414,0.0004183982,0.0002817051,0.00006814443,0.0001759592,0.1408466],"genre_scores_gemma":[0.978865,0.002764738,0.01613933,0.0003030545,0.0001789262,0.00007309061,0.00001210762,0.00001951117,0.001644317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007164287,"threshold_uncertainty_score":0.03788882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979580384353501,"score_gpt":0.2832417814810068,"score_spread":0.2634459776374718,"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."}}