{"id":"W1870129882","doi":"10.1007/s10899-015-9578-2","title":"Mixed Emotions to Near-Miss Outcomes: A Psychophysiological Study with Facial Electromyography","year":2015,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Facial electromyography; Psychology; Valence (chemistry); Near miss; Arousal; Emotional valence; Electromyography; Audiology; Developmental psychology; Social psychology; Cognition; Neuroscience; Medicine","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":[0.0005042203,0.0002834793,0.0007462511,0.0003456339,0.0002280324,0.00006483636,0.0002490277,0.00006745286,0.00001851874],"category_scores_gemma":[0.0001734514,0.0001700148,0.0002262872,0.000639102,0.0001051109,0.00009474749,0.00005142075,0.0003410132,0.00005155449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007859552,"about_ca_system_score_gemma":0.00006459747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000257115,"about_ca_topic_score_gemma":0.00003968559,"domain_scores_codex":[0.9980224,0.0001944421,0.00056994,0.0002909722,0.0005234947,0.000398766],"domain_scores_gemma":[0.9983088,0.0001206009,0.0003161347,0.0002753541,0.0007115473,0.0002675317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001915205,0.005079545,0.958136,0.000005361588,0.003939234,0.0005612716,0.01965811,0.0001141225,0.000155623,0.00005569157,0.005417473,0.004962405],"study_design_scores_gemma":[0.00534502,0.01388587,0.9572364,0.00004259689,0.0005187694,0.00008983368,0.02168774,4.411157e-7,0.00001039955,0.0002689124,0.0006924566,0.0002215313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996733,0.0003836176,0.0001303083,0.0006228649,0.001454692,0.0003642392,0.000004602577,0.00004462431,0.0002621036],"genre_scores_gemma":[0.9971476,0.000009536712,0.002193507,0.0001456779,0.0001712852,0.00003785398,8.409148e-7,0.00002383472,0.000269851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008806325,"threshold_uncertainty_score":0.6933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2430377112399967,"score_gpt":0.4647054863002869,"score_spread":0.2216677750602902,"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."}}