{"id":"W3131821592","doi":"10.4309/jgi.2021.46.9","title":"Escaping the Woes Through Flow? Examining the Relationship Between Escapism, Depression, and Flow Experience in Role-Playing and Platform Games","year":2021,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Affect (linguistics); Psychology; Escapism; Video game; Social psychology; Mindfulness; Multimedia; Clinical psychology; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857269,0.0001264394,0.0002545639,0.0001033353,0.001073213,0.0003275541,0.0003480452,0.0001564908,0.00001232003],"category_scores_gemma":[0.003837773,0.00007949115,0.00004069688,0.0003657755,0.00042916,0.0008423993,0.0001414057,0.0006484319,9.718497e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005781919,"about_ca_system_score_gemma":0.00009504841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601922,"about_ca_topic_score_gemma":0.0001979395,"domain_scores_codex":[0.9983786,0.000241747,0.0004396843,0.0001671772,0.0004662087,0.0003066028],"domain_scores_gemma":[0.9980001,0.001327357,0.0003182586,0.0001711011,0.0001166423,0.00006656324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001066482,0.00001126359,0.8766451,0.000008696895,0.00001505544,0.00002124412,0.1068736,0.00004298818,0.0002417465,0.0001796394,0.00006914166,0.01588086],"study_design_scores_gemma":[0.0004315213,0.00002913327,0.8183527,0.000860797,0.00003051237,0.00007008282,0.1719225,0.0003238148,0.001164184,0.005244041,0.001430154,0.000140522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982009,0.01295554,0.0002857324,0.004090203,0.0001879853,0.0000881213,7.008057e-7,0.00002454754,0.000358167],"genre_scores_gemma":[0.9931085,0.001315173,0.005017467,0.0001408894,0.0003161555,0.000002289382,3.378119e-7,0.00001119768,0.00008800594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06504896,"threshold_uncertainty_score":0.8254394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206514086635413,"score_gpt":0.4119257151205409,"score_spread":0.2054116284851279,"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."}}