{"id":"W2041413148","doi":"10.1111/j.1539-6924.2008.01037.x","title":"Implied Preference for Seismic Design Level and Earthquake Insurance","year":2008,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuarial science; Preference; Seismic risk; Risk management; Insurance policy; Seismic analysis; Happiness; Business; Economics; Engineering; Finance; Microeconomics; Psychology","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":[0.001762608,0.0001610714,0.0005361231,0.000521476,0.0004296891,0.0001751022,0.0004670793,0.00009075008,0.00009365308],"category_scores_gemma":[0.001106975,0.0001208107,0.0002997473,0.001255126,0.000117554,0.0003061007,0.00007640318,0.0001076978,0.000157927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222036,"about_ca_system_score_gemma":0.00006337859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583196,"about_ca_topic_score_gemma":0.0001234508,"domain_scores_codex":[0.9979006,0.0001435031,0.0006234999,0.0006545341,0.000428684,0.0002491901],"domain_scores_gemma":[0.9967759,0.001836718,0.0003581035,0.0006517982,0.0002453607,0.0001320825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009241764,0.00005965678,0.2897916,9.519385e-7,0.0001744508,0.000005339389,0.0003963147,0.03895978,0.00006182351,0.00004501993,0.00205453,0.6683581],"study_design_scores_gemma":[0.0005229836,0.000089248,0.8535232,0.000004210725,0.0004389632,0.00001176819,0.0001431634,0.1029102,0.0002392995,0.03713547,0.004668626,0.0003128613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7064571,0.00009510327,0.292967,0.00006574203,0.00005105125,0.0001135931,0.0001617711,0.0000206086,0.0000680228],"genre_scores_gemma":[0.9810765,0.0002425938,0.0177305,0.0001018767,0.00002857618,0.00001966402,0.000005407215,0.000009366478,0.0007854532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6680452,"threshold_uncertainty_score":0.4926518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4257793941713929,"score_gpt":0.3894954910324417,"score_spread":0.03628390313895113,"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."}}