{"id":"W1972394415","doi":"10.1117/12.390584","title":"<title>Modeling light reflection from colored filament assemblies</title>","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Protein filament; Optics; Reflection (computer programming); Transmittance; Reflectivity; Refractive index; Refraction; Absorption (acoustics); RADIUS; Materials science; Colored; Physics; Composite material; Computer science","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":[0.0001282432,0.0001228809,0.0001423795,0.00003416655,0.000069319,0.00006978797,0.0003429871,0.00006058126,0.0006411526],"category_scores_gemma":[0.00001777837,0.0001057894,0.0002210158,0.0001822501,0.00004394168,0.0001751941,0.00004218452,0.0001195435,0.00004988897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005821146,"about_ca_system_score_gemma":0.00002206836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008190601,"about_ca_topic_score_gemma":9.972194e-8,"domain_scores_codex":[0.9991139,7.998119e-9,0.0002462351,0.0002018436,0.0002689258,0.0001690495],"domain_scores_gemma":[0.9994857,0.00002579537,0.00009027254,0.00003850359,0.0003071411,0.00005256474],"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":[0.00001773955,0.00009366634,0.00008169551,0.00002516183,0.0001545263,1.573551e-8,0.0001068723,0.000208849,0.3670986,0.6003028,0.02785923,0.00405084],"study_design_scores_gemma":[0.001071879,0.0002387665,0.0004854929,0.0002752708,0.0002493254,0.000002826165,0.0008075322,0.3327208,0.1174414,0.02152567,0.5244359,0.0007450564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968488,0.00003204653,0.0001051768,0.001032534,0.0001148975,0.0001760602,0.0000302167,0.00003745547,0.1016228],"genre_scores_gemma":[0.9718367,0.00004398158,0.02385748,0.00006411974,0.0007614176,0.0001318917,0.00002195998,0.00003098844,0.003251394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5787771,"threshold_uncertainty_score":0.7020171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220679958767358,"score_gpt":0.2415817889965147,"score_spread":0.2293749894088411,"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."}}