{"id":"W4377984119","doi":"10.2352/cic.2000.8.1.art00022","title":"Retinex in Matlab","year":2000,"lang":"en","type":"article","venue":"Color and Imaging Conference","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Color constancy; Computer science; MATLAB; Lightness; Computer vision; Artificial intelligence; Computation; Implementation; Pixel; Computer graphics (images); Image (mathematics); Algorithm","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003481661,0.00005276815,0.00006426511,0.00004074369,0.00001642523,0.00004296245,0.00004102512,0.00001802868,0.0006173006],"category_scores_gemma":[0.00001014148,0.00005303957,0.00000644699,0.0001079976,0.00003119854,0.00008343482,0.000006375358,0.00007657854,0.0001099954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000807598,"about_ca_system_score_gemma":0.000004966233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000748302,"about_ca_topic_score_gemma":0.000002643009,"domain_scores_codex":[0.9996954,0.000005448915,0.00007808822,0.00007341882,0.00003387728,0.0001137585],"domain_scores_gemma":[0.9998776,0.00001383768,0.000002814359,0.00005547189,0.000009437255,0.00004081626],"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":[0.0000459896,0.00009692631,0.1486214,0.0002861586,0.00001988368,0.0000593984,0.001674656,0.002713982,0.02261284,0.0240916,0.007223444,0.7925537],"study_design_scores_gemma":[0.0005743969,0.0000161503,0.1296749,0.00006995576,0.00000577049,0.00001250023,0.00009197489,0.8178968,0.0009333465,0.001349747,0.04906427,0.0003101969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8471533,0.0003607278,0.001448018,0.0004329786,0.00008329391,0.00005895449,0.00000239255,0.000163835,0.1502965],"genre_scores_gemma":[0.9987569,0.000155127,0.0002893408,0.0001341283,0.00001357487,0.000002179653,0.000002039362,0.000006069232,0.0006406631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8151829,"threshold_uncertainty_score":0.6759008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004329788983833215,"score_gpt":0.1843943664980848,"score_spread":0.1800645775142516,"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."}}