{"id":"W3198832983","doi":"10.1080/17524032.2021.1974068","title":"Protest Under Uncertainty: Evidence from a Survey Experiment","year":2021,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of British Columbia","keywords":"Econometrics; Environmental science; Psychology; Economics","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":[0.01761756,0.0004365507,0.0007117195,0.0003841716,0.001005339,0.001910307,0.0006651769,0.001391976,0.009541263],"category_scores_gemma":[0.07370727,0.0004239237,0.0004394262,0.0005573818,0.00144374,0.001615015,0.0009664016,0.0015567,0.001361434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130272,"about_ca_system_score_gemma":0.0004948718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487165,"about_ca_topic_score_gemma":0.001384842,"domain_scores_codex":[0.9871045,0.009842303,0.0005461765,0.001019393,0.001096635,0.0003908766],"domain_scores_gemma":[0.7874349,0.1765188,0.02064099,0.009375964,0.00415142,0.001877992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04560959,0.09297422,0.6298193,0.003040255,0.003760932,0.001000373,0.03478039,0.003121696,0.02234717,0.01005053,0.01459074,0.1389048],"study_design_scores_gemma":[0.005549388,0.04306007,0.8850527,0.0003301907,0.0018168,0.0005793524,0.01531611,0.009903204,0.008613995,0.01044976,0.01905016,0.0002782453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918342,0.00009632006,0.001393415,0.0003915713,0.00004530366,0.0003430439,0.0003617792,0.00002007102,0.005514324],"genre_scores_gemma":[0.9952922,0.0001656434,0.001490451,0.000579585,0.0000711871,0.0008109516,0.0003859584,0.00001172719,0.001192323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761756,"threshold_uncertainty_score":0.09317166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114305575586883,"score_gpt":0.3636898008761306,"score_spread":0.2522592433174423,"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."}}