{"id":"W2916433987","doi":"10.15252/embr.201847426","title":"Pluralistic ignorance and social action on climate change","year":2019,"lang":"en","type":"letter","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Climate change; Reductionism; Environmental ethics; Ecology; Political science; Epistemology; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379123,0.0001800791,0.0002634347,0.0001039764,0.0006979331,0.0001470996,0.0001260057,0.0006252005,0.0007248688],"category_scores_gemma":[0.00006822149,0.0001874774,0.00008590463,0.000101704,0.000159311,0.0001637092,0.00006403933,0.0006896318,0.0001693355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913036,"about_ca_system_score_gemma":0.00003826767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432427,"about_ca_topic_score_gemma":0.001171731,"domain_scores_codex":[0.9983197,0.0002702011,0.000271867,0.0003577393,0.0004456859,0.0003347587],"domain_scores_gemma":[0.9989462,0.0001219223,0.000442745,0.0003737183,0.00008602103,0.00002943232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000125234,0.00002503091,0.001239996,0.0003740415,0.00001432164,0.0001896516,0.02047163,1.049213e-7,0.00001600787,0.000357278,0.9610166,0.01628282],"study_design_scores_gemma":[0.00005438368,0.00001741616,0.002480091,0.00009529664,0.00002382861,0.00001483977,0.0006459374,0.000002680352,0.000001020818,0.0002611865,0.9961868,0.0002165198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01580963,0.0001827885,0.000001579253,0.8901269,0.00266435,0.0007814865,0.00006147553,0.0001983203,0.09017339],"genre_scores_gemma":[0.1227411,0.01484084,0.00001996517,0.8316078,0.02037861,0.0002403187,0.002028693,0.00009105664,0.00805163],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1069314,"threshold_uncertainty_score":0.7936805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.588015935970755,"score_gpt":0.4689943894503235,"score_spread":0.1190215465204315,"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."}}