{"id":"W2606094056","doi":"10.2196/games.7025","title":"What Older People Like to Play: Genre Preferences and Acceptance of Casual Games","year":2017,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casual; Video game; Action (physics); Preference; Psychology; Cognition; Game mechanics; Video game design; Game design; Social psychology; Cognitive psychology; Multimedia; Computer science","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":[0.0007750714,0.0003246035,0.0003269403,0.000671218,0.0002304225,0.0009445251,0.0002027661,0.0004731653,0.002340804],"category_scores_gemma":[0.004744979,0.0001379132,0.0005538503,0.000250228,0.0002484534,0.0005459501,0.0005674266,0.0004057244,0.0003698566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017497,"about_ca_system_score_gemma":0.0001111514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256937,"about_ca_topic_score_gemma":0.00536886,"domain_scores_codex":[0.9996654,0.00005747244,0.00005085497,0.00004838354,0.0001278786,0.0000499707],"domain_scores_gemma":[0.9977889,0.0003952431,0.0009421897,0.00007127597,0.0004416617,0.0003607169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003177613,0.000206507,0.9742641,0.0001588945,0.0001432066,0.0001434766,0.005372926,0.00004459769,0.001456373,0.00003019652,0.0003816479,0.0174803],"study_design_scores_gemma":[0.00001077851,0.0002372396,0.9950402,0.00003371946,0.00004259637,0.0002324999,0.003632782,0.0001356718,0.00009804985,0.00005069006,0.0004752245,0.00001047805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984618,0.0002655707,0.00009170397,0.0000393061,0.000009816437,0.00001802381,0.0001254546,0.000003072356,0.0009852593],"genre_scores_gemma":[0.9986287,0.0002849887,0.0002173895,0.00007326154,0.000009982205,0.00001771322,0.0002226186,0.000002721166,0.0005426372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256937,"threshold_uncertainty_score":0.007830739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693773184851896,"score_gpt":0.3223322571967411,"score_spread":0.3053945253482221,"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."}}