{"id":"W4416007334","doi":"10.5465/amproc.2025.22202abstract","title":"Environmental Supply Chain Orientation and Science-Based Targets","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; Commit; Context (archaeology); Climate change; Sustainability; Preparedness; Set (abstract data type); Climate change mitigation","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":[0.002131726,0.0001696448,0.0001556579,0.001786334,0.001152413,0.004250776,0.0003135211,0.0006836262,0.008138608],"category_scores_gemma":[0.01003676,0.0001647148,0.0002480196,0.00385704,0.002277453,0.003681061,0.002672917,0.001693429,0.0004915756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203777,"about_ca_system_score_gemma":0.003651879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195035,"about_ca_topic_score_gemma":0.03547648,"domain_scores_codex":[0.9981146,0.0005167053,0.0001110251,0.0001705688,0.0007172333,0.0003699143],"domain_scores_gemma":[0.9783618,0.007625485,0.008251424,0.001052472,0.00263589,0.002073026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001373753,0.0005468608,0.8375019,0.0002266302,0.00009766729,0.0003751069,0.00823194,0.005663079,0.001335473,0.1001858,0.003179313,0.04251885],"study_design_scores_gemma":[0.00002615591,0.0001678456,0.8240489,0.0002605874,0.00005768142,0.0001030804,0.0271615,0.004036487,0.002054646,0.08993074,0.052066,0.00008631395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703321,0.000338315,0.003935142,0.004185928,0.00002189959,0.00008396612,0.0005501533,0.00003062109,0.1205219],"genre_scores_gemma":[0.9972921,0.000178145,0.0003861308,0.000181661,0.000007072806,0.00001760187,0.0002166493,0.00000526042,0.00171545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195035,"threshold_uncertainty_score":0.03877997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006533293998568002,"score_gpt":0.2212886771885694,"score_spread":0.2147553831900014,"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."}}