{"id":"W3216485027","doi":"10.1073/pnas.2022668118","title":"Narrowing feedstock exemptions under the Montreal Protocol has multiple environmental benefits","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone layer; Raw material; Protocol (science); Scope (computer science); Environmental science; Business; Environmental protection; Waste management; Environmental economics; Computer science; Ozone; Engineering; Chemistry; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02091981,0.001705484,0.0008070182,0.003026623,0.007300957,0.006798057,0.005761323,0.01068702,0.01513501],"category_scores_gemma":[0.03169211,0.00124085,0.00249946,0.001977368,0.004203561,0.004799889,0.004351812,0.009508315,0.003159832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581922,"about_ca_system_score_gemma":0.07161971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.385022,"about_ca_topic_score_gemma":0.5080367,"domain_scores_codex":[0.9673285,0.004523586,0.002000962,0.003112607,0.01791617,0.005118172],"domain_scores_gemma":[0.9745165,0.005015668,0.001771609,0.004511654,0.01287677,0.001307741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002920287,0.0006877072,0.008558569,0.0008285742,0.0001696708,0.00152813,0.002048257,0.006064156,0.03007724,0.6519896,0.1786733,0.1190828],"study_design_scores_gemma":[0.000115314,0.0005271119,0.01659467,0.0006415104,0.0001787256,0.0003684619,0.000690814,0.001694583,0.01507545,0.0301398,0.9333968,0.0005768762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04927936,0.003218137,0.0601626,0.04574569,0.003711493,0.006209396,0.003605394,0.00170982,0.8263581],"genre_scores_gemma":[0.2738539,0.004412167,0.1148165,0.06944977,0.001248964,0.005954786,0.003577824,0.0006529405,0.5260331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.385022,"threshold_uncertainty_score":0.7655618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803922237794765,"score_gpt":0.2580791718090722,"score_spread":0.2200399494311246,"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."}}