{"id":"W13965597","doi":"10.1007/978-1-4419-0600-7_9","title":"Selected Proofs on Illumination and Related Topics","year":2010,"lang":"en","type":"book-chapter","venue":"CMS books in mathematics","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematical proof; Computer science; Calculus (dental); Mathematics; Geometry; Medicine; Dentistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002930681,0.001590193,0.001030871,0.001460948,0.001481502,0.002633215,0.00142312,0.001053441,0.2142327],"category_scores_gemma":[0.001568686,0.000602531,0.001506053,0.001792268,0.001082141,0.003318268,0.001453005,0.003028039,0.08333648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581656,"about_ca_system_score_gemma":0.0009731831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415937,"about_ca_topic_score_gemma":0.003344706,"domain_scores_codex":[0.999604,0.00005348535,0.00001318209,0.00008290098,0.0002075942,0.00003878268],"domain_scores_gemma":[0.9994301,0.0001817245,0.00003002155,0.00008286497,0.0002391819,0.00003599808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002516382,0.00006228368,0.00008563491,0.0006151407,0.00002125027,0.0001822763,0.0000982122,0.0007914688,0.002026333,0.2888034,0.5940137,0.1132752],"study_design_scores_gemma":[0.00001064493,0.00001720619,0.0004701443,0.0002006485,0.00002452541,0.0002797381,0.00006060813,0.000921638,0.001957915,0.1751502,0.8208857,0.00002105229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0008201137,0.01261536,0.02919166,0.004252943,0.00933079,0.00005947091,0.0009684973,0.0007337888,0.9420275],"genre_scores_gemma":[0.01916203,0.01557645,0.01541885,0.00247951,0.005414627,0.0001481024,0.001268235,0.00133196,0.9392003],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2142327,"threshold_uncertainty_score":0.7166796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152541272409654,"score_gpt":0.2388441572173639,"score_spread":0.2273187444932674,"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."}}