{"id":"W4254073280","doi":"10.1002/9783527826704.ch2","title":"Waste Handling and Pre‐treatment","year":2020,"lang":"en","type":"other","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Waste management; Electronic waste; Context (archaeology); Cleaner production; Sustainability; Environmental science; Waste treatment; Petrochemical; Municipal solid waste; Industrial waste; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002681818,0.0001524194,0.0001432613,0.00002585551,0.00002388025,0.00002935153,0.00008544698,0.00007376343,0.005437729],"category_scores_gemma":[0.000002411121,0.0001117338,0.00002860721,0.0000424182,0.00004692784,0.00001669164,0.0001608567,0.00004030028,0.0003163097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134791,"about_ca_system_score_gemma":0.000001082789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107391,"about_ca_topic_score_gemma":0.0001534937,"domain_scores_codex":[0.9994142,0.00001153682,0.00007419371,0.0002905519,0.00009960416,0.0001099184],"domain_scores_gemma":[0.9997361,0.000006452756,0.00004471172,0.0001554306,2.204238e-7,0.00005710578],"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":[0.000002378057,0.00001928622,0.001478479,0.00001946266,0.0000306927,0.000007593225,0.00005156439,0.000008294503,0.00006425523,0.00005875836,0.9098077,0.08845156],"study_design_scores_gemma":[0.0000927793,0.00008571252,0.0000636117,0.00003801235,0.00002334486,6.071189e-7,0.0000168364,0.0002986275,0.0003083291,0.00006897944,0.9988592,0.0001439321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001349382,0.0001475231,0.001559333,0.0001641631,0.00004590654,0.0002779426,0.000002785102,0.0004339226,0.9972335],"genre_scores_gemma":[0.001761082,0.0009776829,0.006685526,0.0001532498,0.0000895452,0.00001944943,0.000006420588,0.0001244666,0.9901826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08905155,"threshold_uncertainty_score":0.9954714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009310900019416365,"score_gpt":0.2238058139306023,"score_spread":0.214494913911186,"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."}}