{"id":"W4231892975","doi":"10.1145/2070781.2024220","title":"Polarization fields","year":2011,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Information and Intelligent Systems; Defense Advanced Research Projects Agency","keywords":"Polarizer; Liquid-crystal display; Monochromatic color; Polarization (electrochemistry); Color gel; Optics; Attenuation; Brightness; Computer science; Light field; Polarizing filter; Display device; Color filter array; Spatial light modulator; Linear polarization; Materials science; Optical filter; Optoelectronics; Computer vision; Layer (electronics); Physics","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":[0.0002173999,0.0006197492,0.0002941657,0.0004194249,0.0007099004,0.001614208,0.0005898136,0.0005841856,0.02601753],"category_scores_gemma":[0.0005457121,0.0003272494,0.0003067109,0.000457179,0.000461528,0.001284467,0.001239959,0.001149783,0.006572598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898777,"about_ca_system_score_gemma":0.0004635032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003021,"about_ca_topic_score_gemma":0.0003468462,"domain_scores_codex":[0.9997117,0.00002701058,0.0000126033,0.00007104027,0.0001319332,0.00004562265],"domain_scores_gemma":[0.9997212,0.00003197965,0.0000325588,0.00007018397,0.0001112972,0.0000327329],"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":[0.0002598181,0.0001500517,0.001832943,0.0003406705,0.00002877132,0.0004549535,0.0002816897,0.00946378,0.2517205,0.4166751,0.03062377,0.2881679],"study_design_scores_gemma":[0.0001044187,0.0003676977,0.001303626,0.0001467843,0.00004261495,0.001738498,0.0001783151,0.06094814,0.2461787,0.07284109,0.6160419,0.0001082916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.035077,0.001532622,0.6699423,0.001789429,0.0021592,0.0002697532,0.001045318,0.003386138,0.2847982],"genre_scores_gemma":[0.5145054,0.003334503,0.3438961,0.001936407,0.0008222501,0.0005463607,0.001426019,0.001133564,0.1323993],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02601753,"threshold_uncertainty_score":0.08703727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852859407541617,"score_gpt":0.2303790044800174,"score_spread":0.2018504104046012,"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."}}