{"id":"W2574671061","doi":"10.4309/jgi.2016.34.8","title":"Moderate-Risk and Problem Slot Machine Gamblers: A Typology of Gambling-Related Cognitions","year":2016,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Psychology; Categorization; Humanities; Conceptualization; Cognition; Sociology; Art; Philosophy; Psychiatry; Epistemology; Artificial intelligence; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009563417,0.0004173315,0.000353564,0.003456403,0.0006645562,0.001444004,0.0005803229,0.0005053063,0.0008933613],"category_scores_gemma":[0.003484573,0.000195169,0.0003475986,0.001336143,0.00315177,0.001020706,0.0020907,0.000854453,0.00008271654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164442,"about_ca_system_score_gemma":0.0006116739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091481,"about_ca_topic_score_gemma":0.01668283,"domain_scores_codex":[0.9993182,0.0001294507,0.00007156401,0.00007112481,0.0002988755,0.000110653],"domain_scores_gemma":[0.9987644,0.0002457158,0.00047264,0.00008460943,0.0001644866,0.0002680236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002793034,0.0001618144,0.8995306,0.00011077,0.00006124467,0.001232963,0.0618971,0.0002755634,0.002624724,0.004915262,0.0002688485,0.02864172],"study_design_scores_gemma":[0.00002497197,0.0002298737,0.9355594,0.0001504921,0.00003633649,0.004534077,0.0464438,0.001662082,0.0003188128,0.00861208,0.002385297,0.00004281734],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977486,0.000197274,0.0004875467,0.0001008776,0.00000365606,0.00002680307,0.00001985474,0.000003926418,0.001411519],"genre_scores_gemma":[0.9990687,0.0001382731,0.0004554019,0.00003271447,0.000003461952,0.00001478511,0.00004373686,0.000001731723,0.0002413179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091481,"threshold_uncertainty_score":0.02170253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861401976851134,"score_gpt":0.422363808696515,"score_spread":0.2362236110114016,"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."}}