{"id":"W4416001155","doi":"10.5465/amproc.2025.22158abstract","title":"Carbon Disclosure Project Supply Chain Program Membership and Reported Incidents","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Supply chain; Reputation; Scrutiny; Matching (statistics); Supply chain risk management; Supply chain management","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":[0.002504097,0.000269916,0.0002538897,0.002279215,0.0008135581,0.00163011,0.0007718847,0.0007616658,0.006092588],"category_scores_gemma":[0.02087544,0.000232824,0.0002613318,0.004409858,0.0007101003,0.001192072,0.001915914,0.001168837,0.00120552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007392,"about_ca_system_score_gemma":0.001199856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575586,"about_ca_topic_score_gemma":0.01960928,"domain_scores_codex":[0.9965229,0.0008229635,0.0004076095,0.0005871718,0.001259309,0.000400114],"domain_scores_gemma":[0.9577867,0.01166557,0.0233513,0.002236103,0.003741623,0.001218769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002111968,0.0003750326,0.9606217,0.0002625921,0.00007020836,0.0002162376,0.002384618,0.001345459,0.0004023259,0.001626135,0.01457469,0.01790972],"study_design_scores_gemma":[0.00002215655,0.0001106034,0.9754808,0.0001125952,0.00003009807,0.000105514,0.005124849,0.001906745,0.0009372981,0.0005630934,0.01557705,0.00002920113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9568121,0.0001575834,0.001182446,0.000593113,0.00003233988,0.0002257869,0.03368542,0.00006685353,0.007244387],"genre_scores_gemma":[0.9526746,0.0002713705,0.00175218,0.0001271599,0.00005222077,0.0006546583,0.04053301,0.00002245131,0.003912388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01575586,"threshold_uncertainty_score":0.03132832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807122009687624,"score_gpt":0.2756459995649856,"score_spread":0.2575747794681094,"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."}}