{"id":"W2276356691","doi":"10.2312/egt.20021061","title":"More than RGB: Spectral Trends in Color Reproduction","year":2002,"lang":"en","type":"article","venue":"Eurographics","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"RGB color model; Computer science; Artificial intelligence; Reproduction; Computer vision; Spectral color; Spectral analysis; Color space; Color model; Physics; Biology; Ecology; Astronomy","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":[0.00008142499,0.00006948759,0.00006693149,0.0001585401,0.00008522868,0.00003232634,0.0001199616,0.00001542126,0.0004069116],"category_scores_gemma":[0.000001869142,0.00006838964,0.00006645758,0.001344971,0.00007425629,0.00009784332,0.00001817404,0.0001224372,0.00003761219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005244884,"about_ca_system_score_gemma":0.000003392135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006520023,"about_ca_topic_score_gemma":0.00003228922,"domain_scores_codex":[0.9993505,0.00001257908,0.0001115589,0.0002559386,0.00009533432,0.0001740277],"domain_scores_gemma":[0.9996398,0.000009023556,0.00003650978,0.000257719,0.00001611685,0.00004080278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005628212,0.0007304291,0.7154589,0.000002337717,0.00001906502,0.000003902941,0.001629005,0.0002255485,0.001203253,0.1096185,0.007378692,0.1637248],"study_design_scores_gemma":[0.0005391439,0.0001382328,0.8628985,0.000008817634,0.00002208966,0.000003591414,0.0008158301,0.006239734,0.001266402,0.00553637,0.1221666,0.0003646866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776598,0.00003327261,0.00008437384,0.002587687,0.00008943476,0.00007255905,0.000006216156,0.00003913948,0.01942755],"genre_scores_gemma":[0.9983565,0.000006710843,0.0002014141,0.00003312812,0.0002095407,0.00002731816,0.00001175957,0.000006054504,0.001147578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633601,"threshold_uncertainty_score":0.4455396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495137838486814,"score_gpt":0.2724510216211731,"score_spread":0.247499643236305,"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."}}