{"id":"W4381849396","doi":"10.1016/j.envsci.2023.06.011","title":"Governing plastics: The power and importance of activism in the global South","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Civil society; Environmentalism; Treaty; Corporate governance; Negotiation; Global governance; Business; Political science; Political economy; Economics; Law; Politics; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003593353,0.0001784511,0.0001426987,0.0005734305,0.003410365,0.004384563,0.000542679,0.002872723,0.01225592],"category_scores_gemma":[0.003262378,0.0001673928,0.0002316701,0.00109394,0.01059917,0.003010147,0.005735063,0.003025159,0.0004048615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003321596,"about_ca_system_score_gemma":0.005778863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007344502,"about_ca_topic_score_gemma":0.01437302,"domain_scores_codex":[0.9985154,0.0005280725,0.00002537164,0.0001881999,0.000230303,0.0005126754],"domain_scores_gemma":[0.9969807,0.001778898,0.0003373837,0.0001633418,0.0001865139,0.000553105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001364698,0.0001090243,0.01645053,0.0004558015,0.00002622495,0.0007902294,0.04240051,0.0009870997,0.005218034,0.8221786,0.01687083,0.09437662],"study_design_scores_gemma":[0.00004129564,0.0001259799,0.04330868,0.0007776594,0.00002940868,0.0004146144,0.0830871,0.0008772294,0.003492984,0.2358373,0.6319696,0.00003808446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3606059,0.005914438,0.00229333,0.2094344,0.0004177384,0.00003569658,0.00008007768,0.00002707168,0.4211914],"genre_scores_gemma":[0.9781244,0.002176409,0.0002073811,0.005243707,0.0001316211,0.00001481839,0.00001413806,0.00001379057,0.01407367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01225592,"threshold_uncertainty_score":0.04100007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006535046407342148,"score_gpt":0.2242793273421081,"score_spread":0.217744280934766,"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."}}