{"id":"W2034381182","doi":"10.1016/j.jclepro.2010.02.012","title":"Risk Analysis & reduction and cleaner production","year":2010,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cleaner production; Production (economics); Reduction (mathematics); Environmental science; Waste management; Economics; Engineering; Mathematics; Microeconomics; Municipal solid waste","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003174918,0.0001781233,0.0003358597,0.001057805,0.000298095,0.0002744934,0.0001442313,0.00009804504,0.000113902],"category_scores_gemma":[0.0007185395,0.0001508012,0.0001816937,0.0009709649,0.0001032399,0.002671021,0.00005392273,0.000414773,0.00006223319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002710344,"about_ca_system_score_gemma":0.00001192963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829432,"about_ca_topic_score_gemma":0.0004566878,"domain_scores_codex":[0.9982141,0.00005906958,0.0006902462,0.000359617,0.0004773887,0.0001996103],"domain_scores_gemma":[0.9975767,0.0000119011,0.0014567,0.0003673132,0.0005620077,0.00002538425],"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":[0.001879744,0.001773803,0.2144335,0.001722539,0.005254224,0.00002300479,0.002588059,0.03977967,0.1696797,0.01085554,0.276895,0.2751153],"study_design_scores_gemma":[0.0006693364,0.00004891727,0.1159168,0.00006338822,0.003843634,0.0002593827,0.001788012,0.000486437,0.001802967,0.00527757,0.8692992,0.0005442975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862601,0.00005623254,0.0007820893,0.004860414,0.006496573,0.0002433777,4.953183e-7,0.00006343821,0.001237337],"genre_scores_gemma":[0.9826578,0.00009390623,0.0005090961,0.00008698775,0.01359772,0.000004078316,0.00001090299,0.00002239045,0.003017125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5924042,"threshold_uncertainty_score":0.6149493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165570369738365,"score_gpt":0.2451775561438791,"score_spread":0.2286205191700426,"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."}}