{"id":"W2952505577","doi":"10.3389/fpsyg.2019.01541","title":"Motivated Attention in Climate Change Perception and Action","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Climate change; Biology and political orientation; Perception; Psychology; Scientific consensus; Skepticism; Politics; Motivated reasoning; Social psychology; Scientific evidence; Action (physics); Sign (mathematics); Political science; Global warming; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005984277,0.00006456527,0.0001206904,0.000294918,0.00007835507,0.00001782137,0.0001017674,0.0001793091,0.0004095908],"category_scores_gemma":[0.00001859528,0.00007447354,0.00001951576,0.0003053307,0.000097246,0.0002602667,0.00002485764,0.0001561037,0.00008944117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271447,"about_ca_system_score_gemma":0.00000460908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004853575,"about_ca_topic_score_gemma":0.00248446,"domain_scores_codex":[0.9989865,0.0003463859,0.0001557841,0.0002104702,0.00008040447,0.0002204627],"domain_scores_gemma":[0.9997104,0.0000161306,0.0000569349,0.0001641664,0.00001946228,0.00003293948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000485547,0.00005039911,0.7714027,0.000009829412,0.000001216755,4.061649e-7,0.009941163,1.792461e-7,0.0009016012,0.0002266496,0.000473787,0.2169436],"study_design_scores_gemma":[0.0006176977,0.00003126817,0.9702188,0.00003363223,0.000001861475,8.925703e-7,0.01468319,0.0002510129,3.838836e-7,0.001284962,0.01279187,0.00008438664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774146,0.0001645858,0.0001674204,0.003534867,0.001606317,0.0003836089,0.000002723152,0.0000391456,0.01668674],"genre_scores_gemma":[0.971127,0.02741777,0.0006124285,0.0005613255,0.00008440696,0.00004405851,0.00004243516,0.000007967,0.0001026275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168592,"threshold_uncertainty_score":0.4484732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3314823533238953,"score_gpt":0.4712767277565515,"score_spread":0.1397943744326562,"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."}}