{"id":"W4392478519","doi":"10.1017/plc.2024.4.pr2","title":"Recommendation: Uncertainties about waste using an online survey and review approach: Environmentalist perceptions, household waste compositions and views from media and science — R0/PR2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perception; Waste management; Household waste; Environmental science; Computer science; Data science; Engineering; Psychology","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":[0.0202823,0.001003154,0.001619895,0.004857874,0.002103419,0.005695583,0.002682034,0.007887539,0.135269],"category_scores_gemma":[0.1513461,0.000816008,0.001403756,0.007582,0.0009366838,0.008852775,0.002250582,0.002885493,0.08024266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720707,"about_ca_system_score_gemma":0.01418253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00956743,"about_ca_topic_score_gemma":0.02745923,"domain_scores_codex":[0.984592,0.005669143,0.004511353,0.000674176,0.003833884,0.0007194616],"domain_scores_gemma":[0.8153062,0.05548815,0.01712218,0.007289489,0.09075514,0.01403883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001092678,0.0002464245,0.006329733,0.005076096,0.00008819414,0.00006519372,0.0004424708,0.00004215437,0.0006233035,0.000194776,0.8723245,0.1144579],"study_design_scores_gemma":[0.0008458134,0.0006011424,0.04262627,0.01329816,0.0004430281,0.0001855985,0.006156614,0.001240151,0.001322979,0.003062935,0.9299882,0.0002291485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02696737,0.009417295,0.02177905,0.5254914,0.03521263,0.06669383,0.1002811,0.009856756,0.2043007],"genre_scores_gemma":[0.1168345,0.02606246,0.176125,0.2982041,0.02791734,0.0893526,0.05736401,0.002313102,0.2058269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.135269,"threshold_uncertainty_score":0.4525197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277141334327656,"score_gpt":0.3459969853353064,"score_spread":0.1182828519025408,"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."}}