{"id":"W3165537322","doi":"10.31234/osf.io/9tnm7","title":"Revisiting the role of financial motives in disordered gambling: A meta-analytic review","year":2020,"lang":"en","type":"review","venue":"","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Carleton University","funders":"","keywords":"Moderation; Psychology; Meta-analysis; Variance (accounting); Gambling disorder; Social psychology; Clinical psychology; Psychiatry; Addiction; Accounting; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01976322,0.002208891,0.01061799,0.01056437,0.0005820079,0.003928348,0.002383533,0.001665825,0.003276906],"category_scores_gemma":[0.0529606,0.001319795,0.0206308,0.007861823,0.0009025077,0.002615082,0.001627688,0.001721507,0.0002185948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271342,"about_ca_system_score_gemma":0.005924222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491744,"about_ca_topic_score_gemma":0.0131382,"domain_scores_codex":[0.9915825,0.003856623,0.002690799,0.0007163651,0.0009486876,0.0002050507],"domain_scores_gemma":[0.9453923,0.04561906,0.005290414,0.0009748939,0.002393896,0.0003294121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008870501,0.00007648965,0.008307055,0.6463535,0.2751508,0.0001881564,0.0003186032,0.0004086843,0.0002900769,0.0005909003,0.000907502,0.06652111],"study_design_scores_gemma":[0.0003490121,0.0003617379,0.01232222,0.1722468,0.8049127,0.0003377071,0.0002444142,0.0002352336,0.0001970826,0.0009149457,0.007821155,0.000056962],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001494211,0.9977117,0.0002403278,0.0001884682,0.00006037856,0.00007748777,0.0001065846,0.000006251344,0.0001146257],"genre_scores_gemma":[0.04820429,0.9490045,0.001336045,0.0005849887,0.0001547672,0.0003488431,0.0002792686,0.00001171546,0.00007553642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01976322,"threshold_uncertainty_score":0.1045191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3411695169807581,"score_gpt":0.4795921399739009,"score_spread":0.1384226229931428,"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."}}