{"id":"W2069279817","doi":"10.1016/j.imavis.2007.11.006","title":"WITHDRAWN: Stereo Retinex","year":2007,"lang":"en","type":"article","venue":"Image and Vision Computing","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer vision; Artificial intelligence; Computer science; Computer graphics (images)","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":[0.0004908039,0.0001084565,0.00009366091,0.00003687377,0.0001301952,0.00005661194,0.0001221507,0.00009225276,0.00001073101],"category_scores_gemma":[0.00006495912,0.000094556,0.00003683976,0.0001013107,0.0001221601,0.000007669686,0.0002045188,0.0001009754,0.0000109773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004437955,"about_ca_system_score_gemma":0.0000192371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001040418,"about_ca_topic_score_gemma":0.000005239088,"domain_scores_codex":[0.9990768,0.00001668918,0.0001680823,0.000299946,0.0001307644,0.0003077124],"domain_scores_gemma":[0.9995393,0.00002056541,0.00004355021,0.0001907571,0.00009883625,0.0001070362],"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":[0.00004381648,0.00002484935,0.007115424,0.00002325674,0.000005643384,0.00001167394,0.00003374566,1.359231e-7,0.9307814,0.000009638583,0.001670715,0.06027971],"study_design_scores_gemma":[0.0005917001,0.0003180284,0.01578655,0.00008985426,0.000005847344,0.00008050958,0.0003439198,0.0005565809,0.9623575,0.00002004304,0.01957067,0.0002788159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793286,0.0004728644,0.01696542,0.000182739,0.00006072881,0.00007891992,0.000001039173,0.00001687938,0.002892866],"genre_scores_gemma":[0.9960474,0.00007699868,0.002775673,0.0002145897,0.0004175707,4.664517e-7,0.00002184578,0.00001225999,0.000433221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0600009,"threshold_uncertainty_score":0.3855882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008557921152495256,"score_gpt":0.3376739487048928,"score_spread":0.3291160275523975,"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."}}