{"id":"W4399723185","doi":"10.32920/26052586","title":"Mystery Through Visual Detail: How Video Game Art Impacts Emotion","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Video game; Computer science; Human–computer interaction; Multimedia","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":[0.0005824069,0.0003029367,0.0001664897,0.0005002424,0.0008791044,0.004810168,0.0004788926,0.0005942378,0.003742015],"category_scores_gemma":[0.003381414,0.0001421266,0.0002935494,0.0003368964,0.002029663,0.001804755,0.001643806,0.001019791,0.0002947185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008267909,"about_ca_system_score_gemma":0.0002404305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921341,"about_ca_topic_score_gemma":0.002288271,"domain_scores_codex":[0.9993011,0.0003819065,0.00001415098,0.00006963044,0.0001418324,0.00009135256],"domain_scores_gemma":[0.9989246,0.0007978731,0.00007965934,0.00004056467,0.00006958967,0.00008782482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002700732,0.001442971,0.0549007,0.00180234,0.0002933666,0.002297305,0.5555803,0.005415877,0.08660675,0.141006,0.01054617,0.1374075],"study_design_scores_gemma":[0.0004325153,0.001627449,0.3224143,0.0012998,0.0004572727,0.001646223,0.4330609,0.02006993,0.01934774,0.092994,0.1063964,0.0002534468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996149,0.0005855337,0.004365341,0.00103385,0.00008741204,0.00007384048,0.0001138535,0.00004231241,0.094083],"genre_scores_gemma":[0.9934696,0.0002789458,0.00164135,0.0002167763,0.00001272684,0.00004967193,0.00003784445,0.00003804958,0.004255054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004810168,"threshold_uncertainty_score":0.01251829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537936910373086,"score_gpt":0.3396093328876212,"score_spread":0.3042299637838904,"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."}}