{"id":"W4405053570","doi":"10.2139/ssrn.5006863","title":"Green Products","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003405818,0.0006281096,0.0003524821,0.002326128,0.0009402063,0.003840998,0.0005121771,0.001282362,0.560468],"category_scores_gemma":[0.001055495,0.0002567086,0.000357036,0.002294439,0.0003694579,0.002073301,0.001344844,0.001195048,0.4351147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008710976,"about_ca_system_score_gemma":0.001047643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617212,"about_ca_topic_score_gemma":0.005283406,"domain_scores_codex":[0.9995865,0.00002261055,0.00001138269,0.00007274885,0.0002658965,0.00004089349],"domain_scores_gemma":[0.9994745,0.00005365895,0.00002906368,0.0001330016,0.0002180248,0.00009183192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000707271,0.00009703485,0.0003888552,0.0001770198,0.000006525265,0.00009486762,0.0001135963,0.0001653705,0.002566074,0.02968628,0.617987,0.3486467],"study_design_scores_gemma":[0.000003945176,0.000008874708,0.0003441557,0.00003083339,0.000002119761,0.00003654571,0.0000322102,0.00006840634,0.0006051364,0.002689698,0.9961746,0.000003481907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001558265,0.0007264439,0.001873317,0.001329983,0.000815313,0.00005598263,0.0025691,0.001279618,0.989792],"genre_scores_gemma":[0.003014898,0.0005346711,0.0008393651,0.0003304706,0.00006763318,0.00001546562,0.001262976,0.000299914,0.9936346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.560468,"threshold_uncertainty_score":0.626939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009392675313632744,"score_gpt":0.2194979045317961,"score_spread":0.2101052292181633,"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."}}