{"id":"W7019726176","doi":"","title":"Influence of Subjective Impressions of a Space on Brightness Satisfaction: an Experimental Study in Virtual Reality","year":2019,"lang":"en","type":"other","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Brightness; Perception; Rendering (computer graphics); Virtual reality; Perceived quality; Association (psychology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001721345,0.0003663611,0.0003819366,0.0002944458,0.0004644445,0.0007659391,0.0002800777,0.000381387,0.00470023],"category_scores_gemma":[0.004880323,0.0003029266,0.0004129558,0.0001487823,0.0006836623,0.0004865746,0.0005590852,0.000538817,0.000285417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548638,"about_ca_system_score_gemma":0.0001543198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005367164,"about_ca_topic_score_gemma":0.0007821729,"domain_scores_codex":[0.9990178,0.0004792473,0.00005982179,0.0001216574,0.0002016486,0.0001198412],"domain_scores_gemma":[0.9959139,0.002708289,0.000451841,0.0002420808,0.0003006358,0.0003832163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.024219,0.08240369,0.2801216,0.00119533,0.0004369361,0.002106241,0.1229161,0.001015422,0.39348,0.001135984,0.0008350225,0.09013465],"study_design_scores_gemma":[0.00126106,0.095957,0.8241188,0.00005615704,0.0003048333,0.001214866,0.02951727,0.003292929,0.04068291,0.0004154559,0.002972542,0.0002061617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996876,0.000007166795,0.0001184764,0.000003009237,0.000001256236,0.00001602417,0.000004176458,9.262982e-7,0.0001613948],"genre_scores_gemma":[0.9989164,0.00002150765,0.0004744825,0.00001360539,0.000004563497,0.00006847821,0.00001877662,0.000002884344,0.0004794756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00470023,"threshold_uncertainty_score":0.01572388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929471282756041,"score_gpt":0.3237805403863218,"score_spread":0.3044858275587614,"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."}}