{"id":"W3142025027","doi":"10.2139/ssrn.3805366","title":"Socially Responsible Newsvendor","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Newsvendor model; Business; Economics; Supply chain; Marketing","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":[0.003417057,0.0005138171,0.0004222864,0.001727827,0.002785994,0.01343985,0.0008540082,0.004219463,0.04919978],"category_scores_gemma":[0.01676242,0.0003859199,0.0002524232,0.001534201,0.003080756,0.007879125,0.002861976,0.002962646,0.0152038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111678,"about_ca_system_score_gemma":0.002989444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432466,"about_ca_topic_score_gemma":0.001988384,"domain_scores_codex":[0.9951975,0.001780275,0.0002576883,0.0006710068,0.001546609,0.0005469137],"domain_scores_gemma":[0.9906901,0.003356632,0.0008080209,0.002165983,0.002204958,0.0007742803],"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":[0.00003467187,0.00003371247,0.0005594955,0.00008366242,0.0000150558,0.00030639,0.002511496,0.0002032684,0.0003264635,0.7953322,0.1546278,0.04596575],"study_design_scores_gemma":[0.000007584756,0.00001204291,0.0002530513,0.00007055232,0.00001042878,0.0001783802,0.001017256,0.0003313747,0.0003465277,0.09905234,0.8987075,0.00001292632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008204055,0.001854294,0.006144685,0.0279594,0.002493733,0.00004913081,0.0002237945,0.0003262013,0.9527447],"genre_scores_gemma":[0.228222,0.002417556,0.00332007,0.008470805,0.001951766,0.0001199587,0.000396712,0.0004610119,0.7546402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04919978,"threshold_uncertainty_score":0.1645896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00758368547744197,"score_gpt":0.2153101706220735,"score_spread":0.2077264851446315,"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."}}