{"id":"W4205806766","doi":"10.32920/ryerson.14652540.v1","title":"Composting as wise waste diversion technique","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Waste management; Reuse; Incineration; Compost; Biodegradable waste; USable; Environmental science; Municipal solid waste; Cleaner production; Waste treatment; Green waste; Mobile incinerator; Environmentally friendly; Waste stream; Waste collection; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001783636,0.0003973833,0.0003111463,0.0009030285,0.0003810089,0.0007371138,0.0002820467,0.0003980797,0.002005691],"category_scores_gemma":[0.0001680596,0.0001447957,0.0002857805,0.001139951,0.000433479,0.0006400574,0.0004817305,0.0005495161,0.0007547878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849653,"about_ca_system_score_gemma":0.0004011325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004539085,"about_ca_topic_score_gemma":0.000923708,"domain_scores_codex":[0.9996239,0.00004647467,0.00001925786,0.00008004757,0.000179084,0.00005117073],"domain_scores_gemma":[0.9998989,0.00001367023,0.00002080327,0.00002165408,0.00002859959,0.00001633492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002661691,0.0001552925,0.001534396,0.00084349,0.00003127001,0.0006862206,0.0002830545,0.004853422,0.7364559,0.02535236,0.003117684,0.2264207],"study_design_scores_gemma":[0.00003737746,0.0004125572,0.002266322,0.0001543704,0.00006044696,0.001675491,0.0002540501,0.01327955,0.8239076,0.00934543,0.1485568,0.00005003703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3702573,0.02090081,0.4593689,0.001951692,0.001512878,0.0007989213,0.0008405529,0.003539184,0.1408298],"genre_scores_gemma":[0.8146276,0.009602256,0.1289861,0.0004378022,0.0001930023,0.0002007546,0.0003523198,0.0001369712,0.04546332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002005691,"threshold_uncertainty_score":0.006709695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665127401707545,"score_gpt":0.2466512364564783,"score_spread":0.2299999624394029,"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."}}