{"id":"W6989827436","doi":"","title":"CANADIAN AUTOMOTIVE RECYCLING INDUSTRY: DEVELOPING TOWARDS A CIRCULAR ECONOMY","year":2023,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Corporate social responsibility; Dispose pattern; Sustainability; Circular economy; Sustainable development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001006295,0.0004683034,0.0005836835,0.0007312641,0.0008112657,0.00008802387,0.001245866,0.001363687,0.001656342],"category_scores_gemma":[0.0001496982,0.000644283,0.0003023366,0.0009729656,0.0001405977,0.0006411845,0.000391785,0.001455448,0.00119499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322298,"about_ca_system_score_gemma":0.0003875795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08983096,"about_ca_topic_score_gemma":0.1752504,"domain_scores_codex":[0.9972647,0.0001733401,0.000354009,0.0009583047,0.0005146995,0.0007349878],"domain_scores_gemma":[0.9983659,0.00005361699,0.0004803853,0.0006067199,0.00008267722,0.0004107181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005428471,0.0002813633,0.8007844,0.00227422,0.002175105,0.001845773,0.03048672,0.001882493,0.002763038,0.0007597451,0.04333152,0.1128728],"study_design_scores_gemma":[0.0007168491,0.0001011073,0.9093774,0.000960244,0.0003218098,0.000007662861,0.01043545,0.0001297401,0.002306781,0.00375587,0.07034148,0.001545621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992097,0.00004148419,0.00003640002,0.0007612677,0.0004091708,0.000538915,0.00004230138,0.0003099639,0.09865081],"genre_scores_gemma":[0.9010558,0.0001245215,0.002406876,0.0002733662,0.00009426547,0.000005189192,0.001010809,0.000143064,0.09488607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113272,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139118394349054,"score_gpt":0.2383155264496929,"score_spread":0.2169243425062024,"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."}}