{"id":"W856051643","doi":"","title":"An Alarming and Practical Case of Compromised Color Constancy","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Optometry; Medicine","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001508612,0.0001608615,0.0002901499,0.0001730852,0.0003157564,0.00003487578,0.0001602044,0.0001290119,0.0009414607],"category_scores_gemma":[0.0007648784,0.0001480507,0.0000277514,0.0005032418,0.008913424,0.0002956613,0.00008217283,0.0002192228,0.00006515774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425243,"about_ca_system_score_gemma":0.0002039164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827595,"about_ca_topic_score_gemma":0.000008386574,"domain_scores_codex":[0.9978039,0.0006954357,0.0003142837,0.0006149665,0.0001876676,0.000383735],"domain_scores_gemma":[0.9982612,0.0006298028,0.0001977704,0.0002726972,0.000217267,0.0004212846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001395742,0.0003984758,0.02548434,0.00001041205,0.00001620685,0.002007145,0.005734907,0.000002741414,0.9390212,0.02601204,0.00009230117,0.001080707],"study_design_scores_gemma":[0.00517816,0.01470235,0.6807323,0.00008722374,0.0001324112,0.1072039,0.01844164,0.01876171,0.1267315,0.02627395,0.0004328673,0.001322016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881468,0.00001269674,0.0001295266,0.0002705341,0.0002662793,0.0002769907,0.000005628614,0.00003651341,0.01085506],"genre_scores_gemma":[0.9946377,3.416548e-7,0.004815613,0.0003746776,0.00003883522,0.00002981339,0.000001535115,0.000009489402,0.00009193664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8122897,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08825990399904617,"score_gpt":0.4398836911699213,"score_spread":0.3516237871708752,"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."}}