{"id":"W4391752053","doi":"10.1017/plc.2024.4","title":"Uncertainties about waste using an online survey and review approach: Environmentalist perceptions, household waste compositions and views from media and science","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Plastics","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Perception; Household waste; Waste management; Sociology; Environmental science; Psychology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007255462,0.00029912,0.0003305129,0.00009196064,0.0004416202,0.0003152291,0.0002792112,0.0000611061,0.00004554656],"category_scores_gemma":[0.00007070501,0.000273675,0.00002916762,0.0003324295,0.00176766,0.0005212334,0.0009983719,0.0002413185,0.0000122527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213118,"about_ca_system_score_gemma":0.00001950599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274964,"about_ca_topic_score_gemma":0.0002732656,"domain_scores_codex":[0.9978068,0.0001707818,0.0003912673,0.000791474,0.0004736428,0.0003660446],"domain_scores_gemma":[0.9989638,0.0001969442,0.000086773,0.000414543,0.000007597248,0.0003303817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002990125,0.004593251,0.3543299,0.01113858,0.000804633,0.0004548463,0.02714207,0.3514801,0.1072365,0.006853634,0.03402458,0.1016429],"study_design_scores_gemma":[0.0003547005,0.0001071439,0.2073481,0.001008371,0.0003240168,0.0000633196,0.001874287,0.7848649,0.00006948115,0.0000388936,0.003207338,0.0007394662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820811,0.009051971,0.00659379,0.00007391194,0.0001935844,0.0004702418,0.001264672,0.00004797562,0.0002228021],"genre_scores_gemma":[0.975159,0.01488573,0.008922578,0.0003486748,0.00009307649,0.00001618427,0.0004252675,0.00004207938,0.0001073407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333848,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991256676104892,"score_gpt":0.2878655515800283,"score_spread":0.1887398839695391,"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."}}