{"id":"W2770449287","doi":"10.1080/1369118x.2017.1409787","title":"How to talk about videogames","year":2017,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aesthetics; Linguistics; Computer science; Art; Philosophy","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":[0.001988536,0.001044505,0.0003609181,0.001189024,0.003905545,0.006713679,0.001295922,0.0044395,0.05559984],"category_scores_gemma":[0.01157415,0.0005058096,0.0007676095,0.0003959812,0.003680391,0.0120357,0.003460938,0.004641059,0.02894067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008562522,"about_ca_system_score_gemma":0.0009342155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003362994,"about_ca_topic_score_gemma":0.003246587,"domain_scores_codex":[0.9974589,0.00155746,0.00007734301,0.0001684875,0.0004348543,0.000303093],"domain_scores_gemma":[0.9966916,0.001458931,0.000171248,0.000223245,0.0007180361,0.0007369856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002961549,0.000443385,0.007339075,0.0009761669,0.0001180963,0.002166163,0.1719079,0.0007871091,0.01337543,0.2065331,0.3630098,0.2330476],"study_design_scores_gemma":[0.00004842918,0.0001079121,0.00262823,0.0007802579,0.00007193685,0.001800172,0.08154593,0.001348894,0.002981805,0.0796972,0.8288257,0.0001634993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.041481,0.002806434,0.09297784,0.0709051,0.004006082,0.0003496183,0.000546943,0.001783021,0.7851439],"genre_scores_gemma":[0.5432162,0.004028031,0.06236744,0.02982179,0.001682523,0.0007268566,0.001185589,0.001698493,0.3552731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05559984,"threshold_uncertainty_score":0.186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951982352087386,"score_gpt":0.31731706805001,"score_spread":0.2877972445291361,"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."}}