{"id":"W4367663006","doi":"10.1109/vrw58643.2023.00222","title":"The Exploration and Evaluation of Generating Affective $360^{\\circ}$ Panoramic VR Environments Through Neural Style Transfer","year":2023,"lang":"en","type":"article","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Arousal; Valence (chemistry); Virtual reality; Perception; Computer science; Human–computer interaction; Immersion (mathematics); Generative grammar; Virtual machine; Style (visual arts); Cognitive psychology; Multimedia; Psychology; Artificial intelligence; Social psychology; Neuroscience; Mathematics","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":[0.0008641251,0.000479287,0.0001494038,0.000253806,0.0001373514,0.0006725614,0.0005797368,0.0003137148,0.003372715],"category_scores_gemma":[0.004058248,0.000151924,0.0003101311,0.0001138559,0.0002995429,0.0005653028,0.0006102773,0.0002425494,0.0002790002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680806,"about_ca_system_score_gemma":0.0001213815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731504,"about_ca_topic_score_gemma":0.0003058681,"domain_scores_codex":[0.9995789,0.0002193632,0.00002261262,0.00005545885,0.00008840224,0.0000352682],"domain_scores_gemma":[0.9990156,0.000631545,0.00006473249,0.0001392136,0.00009794964,0.00005098069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001630253,0.002405127,0.006332926,0.001242505,0.0001432446,0.0003906219,0.003494466,0.01761646,0.6133267,0.004787907,0.001060237,0.3475696],"study_design_scores_gemma":[0.0009317422,0.02312467,0.06019617,0.0002334092,0.0004817611,0.002600447,0.002842338,0.1867263,0.6896039,0.009780144,0.0231746,0.0003045293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086977,0.0001764867,0.08463693,0.00009635212,0.00004801357,0.0003242271,0.00009430486,0.0003918913,0.00553413],"genre_scores_gemma":[0.9301674,0.0001813204,0.0674259,0.00007374956,0.00001674275,0.000238148,0.00006827013,0.0001025959,0.001725945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003372715,"threshold_uncertainty_score":0.01128292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313268549744209,"score_gpt":0.3730881036640463,"score_spread":0.2417612486896254,"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."}}