{"id":"W1485773908","doi":"","title":"Graphical technologies, innovation and aesthetics in the video game industry: a case study of the shift from 2d to 3d graphics in the 1990s","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Video game; Graphics; Aesthetics; Multimedia; Computer science; Human–computer interaction; Sociology; Art; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003973398,0.0005823117,0.0004734493,0.003578053,0.007347823,0.008329954,0.001836445,0.00324674,0.002761977],"category_scores_gemma":[0.006917969,0.0005046377,0.0005195395,0.003181851,0.01234407,0.003319271,0.005149266,0.002755957,0.000334466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122732,"about_ca_system_score_gemma":0.00495597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1190261,"about_ca_topic_score_gemma":0.2568336,"domain_scores_codex":[0.9957647,0.002193379,0.0001065011,0.0002207844,0.0008696858,0.0008449933],"domain_scores_gemma":[0.9963973,0.002155244,0.0003446687,0.0001618741,0.0002926514,0.0006482409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187011,0.0008433058,0.02473533,0.0002357503,0.00001597937,0.007091707,0.8785695,0.0007312566,0.001860417,0.03230433,0.002358523,0.05113526],"study_design_scores_gemma":[0.00004267217,0.0003322062,0.04789437,0.0004223731,0.0000275784,0.004475554,0.8680502,0.001690148,0.001278416,0.005113804,0.07060982,0.00006286061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650825,0.0007810624,0.0009217824,0.001161869,0.00002123319,0.00007474802,0.00003136602,0.00001362035,0.03191181],"genre_scores_gemma":[0.9928071,0.0007052171,0.001053581,0.0001587073,0.000008645467,0.00003074716,0.00001654492,0.00001572898,0.005203666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190261,"threshold_uncertainty_score":0.2366666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198046787959425,"score_gpt":0.5084207294059977,"score_spread":0.3103739414465727,"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."}}