{"id":"W4378844028","doi":"10.2139/ssrn.4464459","title":"What Not to Do with Dog Poop","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Plastic bag; Confusion; Plastic pollution; Waste management; Biodegradable plastic; Environmental science; Plastic waste; Household waste; Business; Pollution; Engineering; Ecology; Biology; 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":[0.004405744,0.0004442457,0.0004957774,0.0007992731,0.003376497,0.005504299,0.001423003,0.005993522,0.05530594],"category_scores_gemma":[0.03228655,0.000246266,0.0004973412,0.0007095531,0.007276237,0.01172005,0.002335714,0.005012648,0.0216111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329739,"about_ca_system_score_gemma":0.002993792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251194,"about_ca_topic_score_gemma":0.006671734,"domain_scores_codex":[0.9970831,0.001109943,0.0001188258,0.0003751974,0.0008367803,0.0004761326],"domain_scores_gemma":[0.9903127,0.002661897,0.0005832998,0.001561014,0.003155262,0.001725882],"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":[0.0001576206,0.0002098727,0.008259364,0.0003474105,0.00007582713,0.0005708358,0.003388567,0.0003061808,0.0007185067,0.192381,0.574332,0.2192528],"study_design_scores_gemma":[0.00002952663,0.00005390875,0.002732489,0.0004914712,0.00003387379,0.001209914,0.01116953,0.0003735167,0.0005686949,0.2215729,0.7617085,0.00005561755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01993555,0.004302918,0.01189996,0.5419676,0.01976511,0.00008463188,0.0004299882,0.0005234491,0.4010908],"genre_scores_gemma":[0.4276907,0.004585274,0.01623675,0.225786,0.005896726,0.0002049562,0.0005036493,0.001408747,0.3176872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05530594,"threshold_uncertainty_score":0.1850168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009943873511187288,"score_gpt":0.2365938443192466,"score_spread":0.2266499708080593,"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."}}