{"id":"W4397289925","doi":"","title":"Review: How to Be a Games User Researcher","year":2022,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Human–computer interaction; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02977875,0.002297451,0.004905159,0.006885293,0.002362981,0.0121799,0.004460551,0.01111451,0.01377499],"category_scores_gemma":[0.134067,0.001750413,0.002681951,0.006922731,0.005079307,0.01793056,0.006682255,0.009569979,0.01512363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004445796,"about_ca_system_score_gemma":0.02010579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523082,"about_ca_topic_score_gemma":0.008377977,"domain_scores_codex":[0.9623376,0.01955751,0.007127133,0.002116484,0.007465333,0.001395896],"domain_scores_gemma":[0.8633014,0.06065247,0.01029668,0.00473552,0.05085177,0.01016218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004795727,0.00001604617,0.00006955875,0.0152523,0.0001175707,0.00006159608,0.0003441899,0.00003325643,0.0001413182,0.00127422,0.9042201,0.07842192],"study_design_scores_gemma":[0.00007421307,0.00005597966,0.0002792747,0.03146008,0.0001769053,0.0002552032,0.0005398866,0.00005406799,0.0000941258,0.004911616,0.9620425,0.00005615943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008725886,0.7931702,0.0009486627,0.1504287,0.0520036,0.000290204,0.0002676135,0.0001770441,0.00262668],"genre_scores_gemma":[0.001645595,0.8287014,0.004469074,0.1185151,0.03392857,0.001215678,0.0005907887,0.0002232974,0.01071046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02977875,"threshold_uncertainty_score":0.157487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555724172780461,"score_gpt":0.2891012528702144,"score_spread":0.2235440111424098,"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."}}