{"id":"W4321783488","doi":"10.1080/14742837.2023.2178403","title":"Persistent chemicals, persistent activism: scientific opportunity structures and social movement organizing on contamination by per-and polyfluoroalkyl substances","year":2023,"lang":"en","type":"article","venue":"Social movement studies","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences; National Science Foundation","keywords":"Scholarship; Social movement; Politics; Relevance (law); Openness to experience; Citizen science; Political science; Public relations; Sociology; Environmental ethics; Social psychology; Psychology; Biology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01287723,0.0003323735,0.0003070318,0.003039467,0.01005208,0.007331293,0.001274183,0.002828924,0.003178851],"category_scores_gemma":[0.01425622,0.0002292071,0.0003087505,0.001561624,0.02884785,0.006783507,0.0135312,0.002602009,0.0001421368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436241,"about_ca_system_score_gemma":0.003641806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723611,"about_ca_topic_score_gemma":0.004729451,"domain_scores_codex":[0.9875001,0.008780499,0.0002568772,0.0008566271,0.001081273,0.001524641],"domain_scores_gemma":[0.9710419,0.02246125,0.003584043,0.0007379224,0.0005949991,0.001579851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009851734,0.0001345376,0.01820591,0.0001865452,0.00002531484,0.0005530751,0.7225612,0.00024482,0.001612474,0.2313973,0.001364661,0.02361568],"study_design_scores_gemma":[0.00002801582,0.0001212436,0.01992683,0.0003053152,0.00001886491,0.0002696948,0.8344938,0.0006568848,0.0007029302,0.07317404,0.07025699,0.0000454896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885193,0.001209701,0.007587756,0.01708795,0.0001317478,0.0001129184,0.00004260126,0.00002148946,0.08861275],"genre_scores_gemma":[0.9974958,0.0001989619,0.000575684,0.000350794,0.00004170261,0.0000621232,0.0000131436,0.000006530849,0.001255161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9899479,"threshold_uncertainty_score":0.06810212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901401222291582,"score_gpt":0.3072029993526527,"score_spread":0.2481889871297368,"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."}}