{"id":"W4293223769","doi":"10.11159/mhci22.107","title":"Color Design Research Analysis of Hotel Public Space For User Interaction Experience","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Public space; Human–computer interaction; Space (punctuation); Interaction design; Multimedia; World Wide Web; Architectural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316296,0.00008322788,0.0002196399,0.000917392,0.0002977939,0.0001179102,0.0003717129,0.00002063524,0.000009942062],"category_scores_gemma":[0.0000767845,0.00006398641,0.00004976798,0.003195235,0.000162103,0.0001055488,0.0001423452,0.0001904214,1.694137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006314565,"about_ca_system_score_gemma":0.0000249264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003411297,"about_ca_topic_score_gemma":0.000001369043,"domain_scores_codex":[0.9987816,0.00003139768,0.0002073641,0.0003196691,0.0003980652,0.0002618743],"domain_scores_gemma":[0.9990883,0.000356925,0.0001074916,0.0001014854,0.0002694604,0.0000763306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001302497,0.000861702,0.02320362,0.0003051648,0.0007564718,0.000002824563,0.01147943,0.07292435,0.1083611,0.7497874,0.01636126,0.0146541],"study_design_scores_gemma":[0.0002397859,0.0004737287,0.01223981,0.00002721798,0.00003066099,0.000009950842,0.000423065,0.9818234,0.0007607328,0.00001551469,0.003850777,0.0001053273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884977,0.0001679246,0.009250264,0.0002500299,0.001079417,0.0005061503,0.000002735084,0.00003043669,0.000215391],"genre_scores_gemma":[0.9984178,0.000003165063,0.0003156805,0.00002182229,0.00003594619,0.0001735169,1.213662e-7,0.000005283709,0.001026643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9088991,"threshold_uncertainty_score":0.260929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07322466424044688,"score_gpt":0.3422201971053211,"score_spread":0.2689955328648742,"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."}}