{"id":"W2522005051","doi":"10.32920/ryerson.14653197","title":"Modeling environmentally responsible supply chains","year":2021,"lang":"en","type":"article","venue":"","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Environmentally friendly; Business; Biochemical engineering; Computer science; Engineering; Marketing; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009617263,0.001132141,0.0007522129,0.001158118,0.0007318624,0.00309924,0.001560182,0.002142638,0.009137998],"category_scores_gemma":[0.002787652,0.0006158565,0.00145952,0.001283125,0.001270041,0.002721666,0.002083909,0.001282181,0.0009712744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191184,"about_ca_system_score_gemma":0.002171078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968785,"about_ca_topic_score_gemma":0.005563252,"domain_scores_codex":[0.9991455,0.000325705,0.00005101811,0.0001547363,0.0001903264,0.0001326918],"domain_scores_gemma":[0.9987791,0.0006213278,0.000230678,0.00007525645,0.0002237928,0.00006985892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001801195,0.00002667692,0.000633228,0.0000909023,0.00002532326,0.0001503543,0.00009138079,0.8431105,0.0004492067,0.1503695,0.0004910885,0.004543847],"study_design_scores_gemma":[0.00001275839,0.00002434525,0.0001589059,0.00003588909,0.00001475258,0.00005120476,0.00008268535,0.9030145,0.0001770193,0.09030149,0.006114514,0.00001189544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07010934,0.002524525,0.8538567,0.001443426,0.0002227264,0.0002087081,0.00101119,0.0003111865,0.07031236],"genre_scores_gemma":[0.8468879,0.004687351,0.1016219,0.0002467741,0.0001540161,0.0005878316,0.001305042,0.000185276,0.0443239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009137998,"threshold_uncertainty_score":0.03056961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287373845108377,"score_gpt":0.2001843133219955,"score_spread":0.1873105748709117,"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."}}