{"id":"W2061481028","doi":"10.1016/j.visres.2005.09.005","title":"A long-distance stereoscopic detector for partially occluding surfaces","year":2005,"lang":"en","type":"article","venue":"Vision Research","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Institute of Information and Communications Technology; Japan Society for the Promotion of Science","keywords":"Stereoscopy; Luminance; Contrast (vision); Computer vision; Optics; Quadrant (abdomen); Imaging phantom; Bar (unit); Stereopsis; Artificial intelligence; Detector; Binocular vision; Binocular disparity; Computer science; Noise (video); Physics; Medicine","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":[0.001319305,0.0001138728,0.0001345301,0.0001833344,0.0006562061,0.0003190645,0.0003917027,0.00008037169,0.0006977427],"category_scores_gemma":[0.001005489,0.00009718463,0.00005166569,0.0005002366,0.0001266189,0.0002885151,0.0001140537,0.0002605138,0.0006453975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007119843,"about_ca_system_score_gemma":0.00009157996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006397472,"about_ca_topic_score_gemma":0.00009817827,"domain_scores_codex":[0.9976339,0.00027689,0.0002253008,0.0005234205,0.0007682144,0.0005722731],"domain_scores_gemma":[0.9987983,0.0005641474,0.00004469288,0.0002652812,0.000164438,0.0001632062],"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":[0.0001592191,0.00009866075,0.0001057126,0.00007482338,0.000001118998,0.000004333461,0.0003183777,0.00007000763,0.9270873,0.001221981,0.001934653,0.06892379],"study_design_scores_gemma":[0.0008372001,0.0007313502,0.001196504,0.0001417545,0.000002425553,0.000005161733,0.0001145546,0.03649178,0.8966253,0.001114263,0.0625159,0.0002237885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652824,0.0001045047,0.03086761,0.001773653,0.0002153409,0.0005957863,0.00001682909,0.0001486445,0.0009951988],"genre_scores_gemma":[0.9921148,0.00005087935,0.001936782,0.000389905,0.0001735344,0.00005849518,0.000001502729,0.0000248138,0.005249297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06870001,"threshold_uncertainty_score":0.8295494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2493541324876097,"score_gpt":0.4905373740480711,"score_spread":0.2411832415604613,"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."}}