{"id":"W3180754201","doi":"10.1111/risa.13775","title":"Earthquake Threat! Understanding the Intention to Prepare for the Big One","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Antecedent (behavioral psychology); Fatalism; Risk perception; Perception; Psychology; Risk management; Hazard; Social psychology; Environmental health; Applied psychology; Medicine; Business","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":[0.0007517479,0.00005041302,0.00009681394,0.00006750153,0.001160751,0.0002360977,0.0002429333,0.00002135195,0.0001589135],"category_scores_gemma":[0.0002302531,0.00002900702,0.0002287151,0.001560459,0.00009979343,0.00006007174,0.00006383361,0.00003673939,0.00001748618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000054633,"about_ca_system_score_gemma":0.00003057947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312836,"about_ca_topic_score_gemma":0.08326939,"domain_scores_codex":[0.9991149,0.0001434579,0.000105951,0.0001801385,0.0002812813,0.0001743115],"domain_scores_gemma":[0.9993209,0.0002610369,0.00005792724,0.0002490134,0.00007276217,0.00003841634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008901903,0.000267173,0.2200246,0.00003289747,0.008381976,0.000005628069,0.1266323,0.01434793,0.00007118152,0.3165639,0.01269361,0.3008898],"study_design_scores_gemma":[0.000362412,0.00005194822,0.1534149,0.00004045855,0.009864472,1.175259e-7,0.6476723,0.009635164,0.00006497652,0.03922985,0.1392943,0.0003691138],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1465062,0.0005434202,0.7890162,0.02157801,0.0004026243,0.0006774341,0.00001912161,0.00006782584,0.04118923],"genre_scores_gemma":[0.9857461,0.0004079981,0.0001113384,0.0001487096,0.00009213132,0.0000256746,0.000004589061,0.000003049472,0.01346037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.83924,"threshold_uncertainty_score":0.9334586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07867821364757423,"score_gpt":0.3268772170873118,"score_spread":0.2481990034397376,"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."}}