{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002320351,0.000187107,0.00034713,0.0001089826,0.0006523367,0.0004416332,0.0009091311,0.0002444066,0.0001051698],"category_scores_gemma":[0.0002338967,0.000175053,0.00005426227,0.0001447615,0.0006505767,0.001043219,0.0003130519,0.0001598325,0.00003016398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535257,"about_ca_system_score_gemma":0.0001318366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024591,"about_ca_topic_score_gemma":0.06817517,"domain_scores_codex":[0.998459,0.00006783373,0.0002258484,0.0004443582,0.0003482121,0.0004547876],"domain_scores_gemma":[0.9987332,0.00007833123,0.0002435626,0.0006577619,0.0001206002,0.0001665352],"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":[0.00006776835,0.000145523,0.2229082,0.00009813286,0.00008104909,0.00002265627,0.2608689,0.000001797974,0.001086195,0.001931964,0.009559817,0.503228],"study_design_scores_gemma":[0.0003926736,0.0001334603,0.9346023,0.0001810889,0.00001549043,0.000005490957,0.03399266,0.000004277805,0.001266974,0.0007452043,0.02837035,0.0002899832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910575,0.001052976,0.00000816774,0.004323862,0.0007530679,0.0007066525,0.00001340914,0.0001805115,0.001903885],"genre_scores_gemma":[0.9951548,0.001341108,0.0004108533,0.0001731479,0.0001125173,0.0001226475,0.000001344019,0.00001789988,0.002665684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116942,"threshold_uncertainty_score":0.9488282,"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."}}