{"id":"W4242233977","doi":"10.1007/978-981-15-9267-6_8","title":"Summary","year":2021,"lang":"en","type":"book-chapter","venue":"Green chemistry and sustainable technology","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Waste management; Liquefaction; Pyrolysis; Lignin; Environmental science; Wastewater; Resource recovery; Municipal solid waste; Carbonization; Biochar; Hydrothermal carbonization; Pulp and paper industry; Engineering; Chemistry; Organic chemistry","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":[0.0005676424,0.0005230333,0.0003068012,0.0009830858,0.001105522,0.002341794,0.0007526958,0.00104226,0.5446367],"category_scores_gemma":[0.001504565,0.0001634579,0.0004480144,0.0007295579,0.0002630592,0.0007891478,0.001376932,0.0009592907,0.3911723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735247,"about_ca_system_score_gemma":0.00173833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003966162,"about_ca_topic_score_gemma":0.006817698,"domain_scores_codex":[0.9994605,0.0000527341,0.00001739122,0.00009001291,0.0002938681,0.00008548837],"domain_scores_gemma":[0.9993812,0.0000575038,0.00002198366,0.00007600932,0.0003093484,0.0001538867],"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":[0.00006179365,0.00002623782,0.0002349964,0.0001104319,0.000003994493,0.00009767618,0.00003858667,0.00006221503,0.0004126235,0.005614247,0.8488814,0.1444559],"study_design_scores_gemma":[0.000003272305,0.00000680658,0.000225873,0.00003027402,0.000001314467,0.00003249946,0.00002264442,0.0000106907,0.0001086818,0.0005529867,0.9990035,0.000001548221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001040292,0.003417643,0.001488287,0.007431842,0.01152196,0.000212855,0.004624887,0.0005764997,0.9696857],"genre_scores_gemma":[0.002100215,0.001174761,0.0004653249,0.001751345,0.0008092923,0.00006595975,0.002036201,0.00008916239,0.9915076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5446367,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005806379472475254,"score_gpt":0.1933908140443267,"score_spread":0.1875844345718514,"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."}}