{"id":"W2069279817","doi":"10.1016/j.imavis.2007.11.006","title":"WITHDRAWN: Stereo Retinex","year":2007,"lang":"en","type":"article","venue":"Image and Vision Computing","topic":"bioluminescence and chemiluminescence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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008234917,0.0007987067,0.00106491,0.002067963,0.001441296,0.002030486,0.001603183,0.002123377,0.3154806],"category_scores_gemma":[0.005262627,0.0004312891,0.0009101133,0.001115893,0.0007106229,0.001300933,0.0008656614,0.002626859,0.0894126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757773,"about_ca_system_score_gemma":0.002002912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090646,"about_ca_topic_score_gemma":0.01068178,"domain_scores_codex":[0.9994642,0.0000364048,0.00005421289,0.00008623333,0.0002885334,0.00007038494],"domain_scores_gemma":[0.9976845,0.000301222,0.0001098842,0.0004590893,0.001196156,0.0002491478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007237259,0.00005724629,0.0002322645,0.0004235358,0.00006045341,0.0002855455,0.00003031677,0.0001858975,0.005290077,0.01587576,0.8828748,0.09396031],"study_design_scores_gemma":[0.0001863232,0.00004473885,0.002896536,0.0001014161,0.00005073193,0.0005452437,0.00003210045,0.0003947367,0.007537584,0.006573486,0.9816045,0.00003269177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007845161,0.01607206,0.01262182,0.115881,0.1604069,0.0007181326,0.0368635,0.005709289,0.643882],"genre_scores_gemma":[0.04799261,0.00692096,0.01005602,0.01054537,0.01799933,0.0001833376,0.01316147,0.0009103475,0.8922306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3154806,"threshold_uncertainty_score":0.9763838,"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."}}