{"id":"W2092286355","doi":"10.1145/1920778.1920798","title":"User studies","year":2010,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs; University of Southern California","keywords":"General partnership; Entertainment; Game Developer; Computer science; Quality (philosophy); Video game development; Component (thermodynamics); Game design; Engineering management; Knowledge management; Multimedia; Engineering; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.009252623,0.001260741,0.001363471,0.00287318,0.002469057,0.001738804,0.001474196,0.001762126,0.03344923],"category_scores_gemma":[0.02578875,0.0004278225,0.00089665,0.00181912,0.001059078,0.002291115,0.002832437,0.001157838,0.01214186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000997123,"about_ca_system_score_gemma":0.0007278856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002758871,"about_ca_topic_score_gemma":0.003887494,"domain_scores_codex":[0.9920438,0.004582343,0.0006001195,0.0008869732,0.001243101,0.0006435791],"domain_scores_gemma":[0.9742687,0.01469222,0.0004890031,0.003191673,0.006227819,0.001130641],"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":[0.004184935,0.0131507,0.08535827,0.004664598,0.0002358607,0.0059039,0.1703168,0.001974011,0.02298383,0.008285177,0.1132618,0.5696802],"study_design_scores_gemma":[0.00104186,0.0165975,0.1132242,0.00156591,0.0003536609,0.01187837,0.09311414,0.006730753,0.02715001,0.005088186,0.722567,0.0006884299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8376774,0.001833302,0.02191508,0.001595835,0.0004205473,0.006523399,0.007968064,0.002312966,0.1197535],"genre_scores_gemma":[0.8763419,0.001434087,0.02304927,0.002070746,0.0001491527,0.007286245,0.008631372,0.0008208671,0.08021635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344923,"threshold_uncertainty_score":0.1118988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749244147100583,"score_gpt":0.3614526912344283,"score_spread":0.3239602497634225,"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."}}