{"id":"W2118715947","doi":"10.4309/jgi.2013.28.19","title":"Personality factors associated with problem gambling behavior in university students","year":2013,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Agreeableness; Psychology; Personality; Big Five personality traits; Clinical psychology; Developmental psychology; Extraversion and introversion; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350971,0.0001958563,0.0003207576,0.0008747086,0.000378157,0.0006060405,0.0001265804,0.0002777673,0.001524795],"category_scores_gemma":[0.002362698,0.0001902025,0.0002811508,0.0006077735,0.0002108183,0.000216256,0.0003508737,0.000464887,0.0002122004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744595,"about_ca_system_score_gemma":0.0001774051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916692,"about_ca_topic_score_gemma":0.003003238,"domain_scores_codex":[0.9997156,0.00008142555,0.00003662361,0.00003124319,0.00008301894,0.00005207976],"domain_scores_gemma":[0.9984748,0.0002752279,0.0006384021,0.00004407853,0.0001105668,0.0004569739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006084454,0.00007359451,0.997558,0.000004628158,0.00001786032,0.00007794472,0.0001500505,0.000009532094,0.0002215797,0.000008858381,0.00002286081,0.001794244],"study_design_scores_gemma":[0.000001690484,0.00006625,0.9994996,0.000001948974,0.000004426046,0.0001580321,0.000165275,0.00004301545,0.00001597725,0.00001111188,0.00003148666,0.000001312566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996843,0.00009378802,0.0000162826,0.00001531446,0.000003405702,0.00000297158,0.00001793492,7.244655e-7,0.000165192],"genre_scores_gemma":[0.9997885,0.00004496092,0.00002703848,0.00001148651,0.000003821087,0.000001730039,0.00002418629,3.389539e-7,0.00009793918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916692,"threshold_uncertainty_score":0.005100965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2473063545468805,"score_gpt":0.4271583235374929,"score_spread":0.1798519689906124,"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."}}