{"id":"W4247113079","doi":"10.1002/9781118970843.ch239","title":"Risk Taking","year":2020,"lang":"en","type":"other","venue":"The Wiley Encyclopedia of Personality and Individual Differences","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sensation seeking; Personality; Psychology; Construct (python library); Relevance (law); Big Five personality traits; Social psychology; Sensation; Space (punctuation); Cognitive psychology; Political science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004092822,0.0003379224,0.0005709713,0.0001044076,0.0001434076,0.00004150124,0.0007729165,0.0003487682,0.02649536],"category_scores_gemma":[0.0002400989,0.0001953243,0.0001532493,0.0002334702,0.001115929,0.00003088725,0.0002306117,0.0008349902,0.0001473777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007150623,"about_ca_system_score_gemma":0.00003291326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004479165,"about_ca_topic_score_gemma":0.0001791152,"domain_scores_codex":[0.9975436,0.0006488165,0.0002962325,0.0006011307,0.000542329,0.0003679476],"domain_scores_gemma":[0.9983605,0.0003943543,0.0007315646,0.0003321779,0.00002072963,0.0001607061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001761922,0.0004072289,0.176788,0.0001705985,0.001331438,0.00002086203,0.02236792,2.62822e-8,0.000003392954,0.01286553,0.6971273,0.08874155],"study_design_scores_gemma":[0.0004206983,0.0003726623,0.7367814,0.0001898952,0.0001617371,0.000005659766,0.002919408,0.000001543843,5.35485e-7,0.004998431,0.2538038,0.0003442137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03900877,0.01288925,0.00001344818,0.0008254184,0.0004394015,0.0003786706,0.001308324,0.00009474812,0.945042],"genre_scores_gemma":[0.5380045,0.03451997,0.0002523116,0.0006148294,0.002647495,0.0001385262,0.0001312454,0.00026782,0.4234233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5599935,"threshold_uncertainty_score":0.9743946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876931998967476,"score_gpt":0.3433283150584128,"score_spread":0.2556351151616651,"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."}}