{"id":"W4313424059","doi":"10.1016/j.scitotenv.2022.161256","title":"Time to kick the butt of the most common litter item in the world: Ban cigarette filters","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Litter; Environmental health; Public health; Socioeconomic status; Ecosystem; Microplastics; Business; Environmental science; Ecology; Environmental protection; Fishery; Medicine; Biology; Population","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":[0.001131796,0.0006016693,0.0004318861,0.0006124495,0.003009878,0.002560242,0.0008809642,0.005424381,0.060013],"category_scores_gemma":[0.002459628,0.0003634988,0.0005536906,0.0004291862,0.001086333,0.002797947,0.00165532,0.004878148,0.01630519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084384,"about_ca_system_score_gemma":0.003726052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019779,"about_ca_topic_score_gemma":0.01659072,"domain_scores_codex":[0.9993178,0.0001094703,0.00004334456,0.00007515341,0.0002160281,0.0002383201],"domain_scores_gemma":[0.9984602,0.0001963541,0.0001524751,0.00004318451,0.0004030826,0.0007447193],"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":[0.0001863778,0.0003135403,0.007645713,0.0008565606,0.00003538953,0.001530473,0.001209975,0.00009974259,0.006543034,0.004942056,0.7323483,0.2442888],"study_design_scores_gemma":[0.00003577917,0.0002354149,0.0136301,0.0009488923,0.00003179499,0.002166508,0.007977317,0.00007571642,0.001741895,0.004252188,0.968839,0.00006539681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05647987,0.06402363,0.007474259,0.6563194,0.05685426,0.0003962205,0.002452626,0.001544752,0.154455],"genre_scores_gemma":[0.2111606,0.05663492,0.01450117,0.3490738,0.0127856,0.00036406,0.003122441,0.0006506438,0.3517069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.060013,"threshold_uncertainty_score":0.2007635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005430272686158448,"score_gpt":0.182608647499323,"score_spread":0.1771783748131646,"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."}}