{"id":"W4214574706","doi":"10.13188/2330-2178.1000032","title":"Player Behavioral Tracking and Personalized Feedback in Online Gambling: Implications for Prevention and Treatment of Problem Gambling","year":2016,"lang":"en","type":"article","venue":"Journal of Addiction & Prevention","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tracking (education); Psychology; Internet privacy; Computer science; Applied psychology; Social psychology","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":[0.003972634,0.0004936829,0.0009364933,0.001010556,0.0005043193,0.002047712,0.0009585497,0.001520413,0.005665206],"category_scores_gemma":[0.01644045,0.0002210668,0.000659175,0.0008782332,0.0009640318,0.002135956,0.0007727388,0.002005548,0.0004592534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193594,"about_ca_system_score_gemma":0.002891344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00644365,"about_ca_topic_score_gemma":0.008438419,"domain_scores_codex":[0.9983625,0.001005028,0.00008749893,0.0001261844,0.0003107297,0.0001080288],"domain_scores_gemma":[0.9938934,0.004232805,0.0008085009,0.0001839199,0.0004685639,0.0004127214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009326535,0.004193596,0.05025686,0.001855748,0.0002804816,0.0001466817,0.0005163921,0.001738748,0.0003989126,0.009454044,0.005919925,0.924306],"study_design_scores_gemma":[0.001504567,0.01222453,0.6770744,0.02325555,0.002565445,0.002016793,0.005739365,0.02969417,0.002176479,0.1256275,0.1176891,0.0004320807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2909484,0.5003209,0.02735024,0.1051891,0.00342833,0.0009479325,0.0009339786,0.0004164877,0.07046467],"genre_scores_gemma":[0.796694,0.1709445,0.02026491,0.005009224,0.001481954,0.0006426331,0.0002751711,0.00003200363,0.004655629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00644365,"threshold_uncertainty_score":0.02100956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997972994694976,"score_gpt":0.4511358395414735,"score_spread":0.2513385400719759,"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."}}