{"id":"W4229605057","doi":"10.1007/978-0-387-31439-6_467","title":"White Balance","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"White (mutation); Balance (ability); Psychology; Biology; Neuroscience","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002747842,0.00009452487,0.000101532,0.00001827122,0.00005201939,0.00002483507,0.0001551452,0.00003006414,0.01164994],"category_scores_gemma":[1.343095e-7,0.00008115837,0.00006660434,0.0000105907,0.00003224161,0.00001671516,0.00003545958,0.0000860252,0.002373773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004448112,"about_ca_system_score_gemma":0.00002128247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000682212,"about_ca_topic_score_gemma":0.000002166599,"domain_scores_codex":[0.9995821,8.448834e-7,0.00008424937,0.0001724639,0.00007274428,0.00008764067],"domain_scores_gemma":[0.9996312,0.00001017934,0.00005083467,0.0002449608,0.00002269091,0.00004015425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.314544e-7,0.000001750236,0.0003537212,6.946652e-7,0.000004502995,3.016212e-8,0.000004365224,0.000001783273,0.000002819449,0.9637513,0.02329254,0.01258636],"study_design_scores_gemma":[0.00002772745,0.000004668522,0.00006793958,0.000007154116,0.000006552219,6.701843e-8,0.000002408801,0.0001074493,0.000009371012,0.0925862,0.9070727,0.0001077972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001025487,0.000005244296,0.01659464,0.000339688,0.0000428369,0.00007607193,0.00001462457,0.00002270363,0.9828939],"genre_scores_gemma":[0.03366707,0.000001058879,0.0002778129,0.0001249006,0.0003427338,0.00001230594,0.00002767208,0.000009125497,0.9655373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8837801,"threshold_uncertainty_score":0.998403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008988851712703824,"score_gpt":0.2235273260138871,"score_spread":0.2145384743011833,"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."}}