{"id":"W4226360795","doi":"10.1177/00139165211065008","title":"Access to Environmental Cognitive Alternatives Predicts Pro-Environmental Activist Behavior","year":2021,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Status quo; Social psychology; Psychology; Cognition; Action (physics); Environmental communication; Identity (music); Political science; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002146622,0.0005592238,0.0003733737,0.00007067318,0.0004689159,0.0001842833,0.0003985954,0.0001619658,0.02365035],"category_scores_gemma":[0.00002968737,0.0005803717,0.0001484052,0.0001297663,0.0008491527,0.0008718745,0.001585031,0.0003604574,0.001356913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231925,"about_ca_system_score_gemma":0.0000203919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004355225,"about_ca_topic_score_gemma":0.00001528753,"domain_scores_codex":[0.9962907,0.0001879338,0.0004876496,0.001429159,0.0008795804,0.0007249592],"domain_scores_gemma":[0.998486,0.00007238604,0.0001531397,0.0005725435,0.000001992992,0.0007138884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004646562,0.003525305,0.9013407,0.000008584592,0.00002288661,0.0001616362,0.001172739,0.00002497174,0.04911223,0.000003773362,0.0003215036,0.04425921],"study_design_scores_gemma":[0.0008968001,0.0002274286,0.9609632,0.00001338876,0.0002468157,0.00008014386,0.002640875,0.00001785341,0.02549579,0.00002689745,0.008724615,0.0006661572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956995,0.0001396704,0.0001557951,0.0004345895,0.0002010805,0.001697773,0.0002354429,0.00005944165,0.001376723],"genre_scores_gemma":[0.99073,0.0002802933,0.0006358718,0.0008159778,0.00008419281,0.00129396,0.0002647313,0.00007145559,0.005823488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05962253,"threshold_uncertainty_score":0.9996648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768349965166727,"score_gpt":0.2873920813161851,"score_spread":0.2697085816645178,"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."}}