{"id":"W2087914290","doi":"10.1080/14459795.2014.910244","title":"Limit your time, gamble responsibly: setting a time limit (via pop-up message) on an electronic gaming machine reduces time on device","year":2014,"lang":"en","type":"article","venue":"International Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Carleton University","funders":"Ontario Problem Gambling Research Centre","keywords":"Limit (mathematics); Time limit; Session (web analytics); Age limit; Speed limit; Set (abstract data type); Duration (music); Limits of agreement; Computer science; Screen time; Psychology; Mathematics; Medicine; World Wide Web; Physical medicine and rehabilitation; Economics; Engineering; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243259,0.0005727003,0.0005880584,0.0006842437,0.0004197699,0.0001483772,0.0006044387,0.0001838381,0.0007043641],"category_scores_gemma":[0.0005778685,0.0005218705,0.00021299,0.0003162093,0.0001020876,0.000233593,0.0001642675,0.0005669417,0.00530354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968645,"about_ca_system_score_gemma":0.00005229259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007962363,"about_ca_topic_score_gemma":0.00002213833,"domain_scores_codex":[0.9962634,0.0004513448,0.000642236,0.001033629,0.0007780506,0.0008313123],"domain_scores_gemma":[0.9975419,0.0009766618,0.0003795788,0.0005866323,0.0003774818,0.0001377679],"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":[0.02296087,0.01556962,0.04799981,0.0001800504,0.02783155,0.001240885,0.04258686,0.003201882,0.2271002,0.02271101,0.03752111,0.5510961],"study_design_scores_gemma":[0.06271321,0.04477579,0.4508525,0.009069994,0.008490567,0.001847984,0.007132394,0.06836167,0.1254618,0.01992065,0.1843196,0.01705382],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796931,0.0008352716,0.00004413628,0.002230396,0.001292227,0.0003463392,0.00005032339,0.0004111082,0.01509709],"genre_scores_gemma":[0.9439453,0.00004705529,0.0003794842,0.0005524521,0.0005854168,0.0001072481,0.0001650743,0.0001122426,0.0541057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5340424,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079053995848115,"score_gpt":0.4212072197208507,"score_spread":0.3421532238727357,"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."}}