{"id":"W4390622571","doi":"10.4309/dsbt2331","title":"Characteristics That Differentiate Online From Land-based Gamblers: Results From A National Longitudinal Study of Gambling","year":2023,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Advertising; Humanities; Geography; Business; Art","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":[0.001121106,0.0003983883,0.0004027543,0.001138632,0.001335288,0.001354986,0.0006880206,0.001354449,0.001586149],"category_scores_gemma":[0.002625617,0.0005521075,0.0006218218,0.001147289,0.0006234002,0.001755957,0.0009993336,0.002072132,0.0004895483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037733,"about_ca_system_score_gemma":0.0005618099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03076244,"about_ca_topic_score_gemma":0.0566373,"domain_scores_codex":[0.9995574,0.0001322947,0.00004430376,0.00008061151,0.00007720703,0.0001081535],"domain_scores_gemma":[0.9979122,0.0002167836,0.0007534643,0.0001231763,0.000253235,0.0007409889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092641,0.0007288379,0.9978398,0.000003200742,0.00003299683,0.00003911272,0.0004411242,0.0000141739,0.0001316382,0.00001991136,0.00007201762,0.0005679335],"study_design_scores_gemma":[0.000007006558,0.0001292559,0.9985228,0.000002934975,0.00001462215,0.00005837348,0.001038109,0.00009478485,0.00002402463,0.00002783275,0.00007629262,0.000003921431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996206,0.00002715689,0.00001893565,0.00002942982,0.00000423556,0.0000105506,0.00009770603,9.913863e-7,0.0001903132],"genre_scores_gemma":[0.9989059,0.00004618257,0.00006153686,0.00006576215,0.000004950932,0.00001329917,0.0004009506,0.000002633124,0.0004987355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03076244,"threshold_uncertainty_score":0.06116676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4402789306041154,"score_gpt":0.4740268567584616,"score_spread":0.03374792615434613,"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."}}