{"id":"W4360861693","doi":"10.1111/deci.12595","title":"The waste management supply chain: A decision framework","year":2023,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Waste management; Compost; Supply chain; Environmental science; Environmental economics; Engineering; Economics","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003753691,0.0001941803,0.0001521844,0.0001685226,0.001648569,0.000457162,0.002287072,0.00005836686,0.00109422],"category_scores_gemma":[0.0003626585,0.0001159489,0.0001008244,0.003433879,0.0007081198,0.0002745194,0.002799193,0.0001495258,0.009418446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000991975,"about_ca_system_score_gemma":0.000006419723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005303045,"about_ca_topic_score_gemma":0.0001214444,"domain_scores_codex":[0.9957888,0.00006777055,0.0004154176,0.000720767,0.002278335,0.0007289504],"domain_scores_gemma":[0.9972961,0.001525454,0.0001101875,0.0008968806,0.000009665526,0.0001616977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004468059,0.00003873464,0.003578679,0.000003105164,0.00001169975,0.00005395217,0.0004235038,0.193151,0.000008023068,0.02128597,0.1226516,0.658749],"study_design_scores_gemma":[0.0003515597,0.0001540629,0.03408366,0.0001508217,0.00001460811,0.000005107969,0.004297345,0.1869904,0.00005787993,0.2019096,0.5715683,0.0004166642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301741,0.0002347238,0.04465885,0.005511574,0.002842964,0.001302965,0.000006074105,0.0002833179,0.1149854],"genre_scores_gemma":[0.9748145,0.001019483,0.01881409,0.0009119952,0.00009230558,0.0001032094,0.00000159196,0.000021819,0.004220996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6583323,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790541336645173,"score_gpt":0.3101085140245772,"score_spread":0.2822031006581255,"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."}}