{"id":"W2020021684","doi":"10.1109/hicss.2010.376","title":"The Effects of Perceived Visual Aesthetics on Process Satisfaction in GSS Use","year":2010,"lang":"en","type":"article","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Process (computing); Computer science; Aesthetics; Human–computer interaction; Psychology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246479,0.00006796959,0.00007919708,0.00005799266,0.00004585873,0.0000184554,0.00006017683,0.00009521691,0.0006729542],"category_scores_gemma":[0.00009544421,0.00004461022,0.00002833513,0.00009411193,0.00006274489,0.00003820451,0.000005811254,0.0002052224,0.0002031016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026627,"about_ca_system_score_gemma":0.00001450705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002761314,"about_ca_topic_score_gemma":0.002128551,"domain_scores_codex":[0.9994315,0.00009025508,0.0001304471,0.0001264761,0.0001006377,0.0001206667],"domain_scores_gemma":[0.9993703,0.0003565648,0.00003750081,0.000168447,0.00003680626,0.00003032479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001576153,0.001341147,0.4209239,0.00007438949,0.00004075565,0.00002570189,0.02029584,0.00001942769,0.2146662,0.02874976,0.00592855,0.3063582],"study_design_scores_gemma":[0.0005179272,0.0003523672,0.9971395,0.000007074035,0.000003707963,0.000004341375,0.0004632927,0.00008758414,0.0006595006,0.0001742868,0.0005315608,0.00005886797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993391,0.000002052497,0.00004929204,0.0001257725,0.0006535042,0.0002552419,3.379839e-7,0.00003169907,0.005491091],"genre_scores_gemma":[0.9977394,0.000006015334,0.00002534012,0.0001840787,0.00002495469,0.00003217017,6.69299e-7,0.000008418777,0.001979003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762156,"threshold_uncertainty_score":0.7368376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656845016218782,"score_gpt":0.3446420410622918,"score_spread":0.328073590900104,"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."}}