{"id":"W2058346077","doi":"10.1145/1186194.1186214","title":"Online 3D retrieval based on perceptual quality","year":2004,"lang":"en","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Quality (philosophy); Perception; Information retrieval; Artificial intelligence; Psychology; Neuroscience","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":[0.000113527,0.00009493547,0.0001252185,0.00006081982,0.00003085898,0.00001443343,0.00007051281,0.00005397609,0.0003686812],"category_scores_gemma":[0.00003061727,0.00008188612,0.00008070518,0.000144407,0.00001196659,0.00002668931,0.000005352399,0.000122276,0.0001398507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006312608,"about_ca_system_score_gemma":0.00001450037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000580638,"about_ca_topic_score_gemma":0.00004211945,"domain_scores_codex":[0.9994004,0.00001123628,0.0001551566,0.0001219293,0.0001708577,0.0001403764],"domain_scores_gemma":[0.9996995,0.00002339355,0.000007617939,0.0001893367,0.00002186975,0.00005829392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006161778,0.00005898789,0.00004402218,0.000008131537,0.00001116507,0.000001647214,0.00005421143,0.9980505,0.0006956526,0.00007085907,0.00008070627,0.0009179754],"study_design_scores_gemma":[0.0004266218,0.00003275998,0.0008580716,0.00001455745,0.00001536851,2.856631e-7,0.00009471463,0.9971206,0.001027594,0.00008485431,0.0001609541,0.0001636691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.749655,0.00002033854,0.2409606,0.0002858894,0.00007441419,0.00002732304,0.00001678864,0.0005248667,0.008434725],"genre_scores_gemma":[0.9929758,0.000005422102,0.006226222,0.0003437919,0.00008545753,4.401584e-7,0.00003428268,0.00001585112,0.0003127236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433208,"threshold_uncertainty_score":0.4036801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920108351911556,"score_gpt":0.2715293180922067,"score_spread":0.2423282345730912,"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."}}