{"id":"W3023664338","doi":"","title":"Example-Based Stereo with General BRDFs","year":2004,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Radiance; Computer vision; Artificial intelligence; Object (grammar); Voxel; Computer science; Surface (topology); Photometric stereo; Basis (linear algebra); Geometry; Computer graphics (images); Image (mathematics); Mathematics; Geography; Remote sensing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008227571,0.0004543205,0.0007367272,0.0009344657,0.0003728232,0.001092832,0.001224253,0.0009175792,0.003051206],"category_scores_gemma":[0.002561234,0.0005577123,0.001076139,0.0007169361,0.0006314631,0.001003669,0.001632585,0.001111377,0.001143975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005170672,"about_ca_system_score_gemma":0.0005791917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002687892,"about_ca_topic_score_gemma":0.00334119,"domain_scores_codex":[0.9993557,0.0001276355,0.00002320324,0.00008788116,0.0003556792,0.00004980305],"domain_scores_gemma":[0.9993854,0.0001452387,0.00004267029,0.0002484036,0.0001526996,0.00002563461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002449301,0.00006205768,0.0008354955,0.0002403183,0.00007071735,0.0002029868,0.0005247265,0.2510556,0.03938061,0.06175392,0.00406273,0.6415659],"study_design_scores_gemma":[0.00002589096,0.0000316451,0.0002970754,0.00001925973,0.00001047014,0.000265935,0.00005267439,0.9590422,0.01227339,0.02145274,0.006505816,0.00002296938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004642474,0.00003431547,0.9935679,0.00002625707,0.000008191846,0.00001659193,0.00004237464,0.0005854499,0.001076559],"genre_scores_gemma":[0.07550286,0.0001003623,0.9229812,0.00003480775,0.00001234987,0.00002958073,0.0001719546,0.000218824,0.0009480371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003051206,"threshold_uncertainty_score":0.01020724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496044867415747,"score_gpt":0.2235742155861011,"score_spread":0.1786137669119436,"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."}}