{"id":"W2784838195","doi":"10.1037/xge0000414","title":"Living near the edge: How extreme outcomes and their neighbors drive risky choice.","year":2018,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Gambling Research Institute, University of Calgary; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Social psychology; Cognitive psychology; Developmental 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003361482,0.0001833027,0.0003309079,0.0001552661,0.000580029,0.0004342881,0.000679339,0.00008640652,0.001617727],"category_scores_gemma":[0.000388889,0.0000888286,0.000170893,0.0002363835,0.0007016235,0.00050709,0.0001389748,0.0003107489,0.00006397491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004056444,"about_ca_system_score_gemma":0.00009787941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007357341,"about_ca_topic_score_gemma":0.00002890063,"domain_scores_codex":[0.9975873,0.0005316979,0.0006671131,0.0002686939,0.0006928961,0.0002522605],"domain_scores_gemma":[0.9977753,0.0006696257,0.0006954873,0.0004027757,0.000318088,0.0001387748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731787,0.0004755334,0.7343921,0.00000112963,0.0002405369,0.000009648337,0.02664886,0.0000282283,0.1047773,0.000667998,0.09245074,0.04013481],"study_design_scores_gemma":[0.001580035,0.001381481,0.8926474,0.00001790289,0.00001813272,0.0002559463,0.008894842,0.002845979,0.006715945,0.001314728,0.08409394,0.0002336897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842852,0.00106889,0.0007324062,0.008184621,0.002549786,0.0001052056,0.000002343368,0.000006936969,0.003064579],"genre_scores_gemma":[0.9914806,0.0000444806,0.001522742,0.004731959,0.0009855932,0.000004372134,3.341036e-7,0.00001113439,0.001218724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582553,"threshold_uncertainty_score":0.9992949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015618093312174,"score_gpt":0.4984954185257945,"score_spread":0.2969336091945771,"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."}}