{"id":"W4251549639","doi":"10.35940/ijrte.b1003.0782s619","title":"Gambling Problem by Gambler Sub-Types among College Students in Korea","year":2019,"lang":"en","type":"article","venue":"International Journal of Recent Technology and Engineering (IJRTE)","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Psychology; Seriousness; Impulsivity; Addiction; Clinical psychology; Psychiatry; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695454,0.00009834897,0.0002312374,0.0006756679,0.000015833,0.0000134594,0.0001727002,0.0001251219,0.00003323893],"category_scores_gemma":[0.00008917617,0.00008710846,0.0000328135,0.0002593842,0.0000397136,0.0001087099,0.00007191898,0.0003587151,0.000007136251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301308,"about_ca_system_score_gemma":0.00004411592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007503742,"about_ca_topic_score_gemma":0.000001726459,"domain_scores_codex":[0.9991062,0.000007515058,0.0003320538,0.0001184413,0.0002861295,0.0001496834],"domain_scores_gemma":[0.9994467,0.00004126334,0.0001199051,0.00007169319,0.0002671938,0.00005318312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009065953,0.0001671911,0.988379,0.00005180514,0.0002946445,0.00005598567,0.0002728617,0.0001303051,0.001374795,0.0009693103,0.001132524,0.007080906],"study_design_scores_gemma":[0.00937188,0.001049909,0.8548463,0.003384819,0.0002004188,0.001833357,0.006553075,0.00153031,0.01255096,0.001197445,0.1067812,0.0007003695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939495,0.001335588,0.00009609434,0.003313856,0.0008100019,0.0001438636,0.000003319944,0.00002862586,0.0003191368],"genre_scores_gemma":[0.9945316,0.004224157,0.0008868618,0.00008862471,0.00007120984,0.000006215983,0.000003815717,0.00001022595,0.0001773411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1335327,"threshold_uncertainty_score":0.355218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181357840342491,"score_gpt":0.3072222399639081,"score_spread":0.2854086615604832,"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."}}