{"id":"W2328337302","doi":"10.1117/12.2025070","title":"Front Matter: Volume 8609","year":2013,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Kassel; Université de Sherbrooke; University of Nebraska-Lincoln; Washington State University; Oak Ridge National Laboratory; Vanderbilt University; Paul Scherrer Institut; Purdue University; U.S. Department of Energy","keywords":"Front (military); Volume (thermodynamics); Computer science; Geology; Physics; Oceanography; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003184455,0.001092491,0.0006502266,0.001764684,0.001249504,0.006216831,0.0008858091,0.001514957,0.9330472],"category_scores_gemma":[0.001036526,0.0004221804,0.0004643828,0.001315095,0.0005138651,0.001877818,0.001154009,0.001254691,0.9247853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316679,"about_ca_system_score_gemma":0.000917383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629365,"about_ca_topic_score_gemma":0.002824296,"domain_scores_codex":[0.9996835,0.000009907233,0.00001207023,0.0000722349,0.0001858944,0.00003638245],"domain_scores_gemma":[0.99928,0.00007483746,0.0000341148,0.00007577402,0.0003069094,0.0002284135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002501728,0.00004067193,0.0001449411,0.0001128061,0.000004733663,0.00003660343,0.0000106767,0.00004142557,0.001528705,0.001128135,0.891645,0.1052812],"study_design_scores_gemma":[0.000007302602,0.00001824811,0.0005189599,0.00007757631,0.000003767563,0.00008595412,0.00002257623,0.000132528,0.0008296857,0.0003903983,0.9979063,0.000006672853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000703409,0.0005969982,0.000849659,0.001044978,0.002870704,0.00007366107,0.003883238,0.001943412,0.988034],"genre_scores_gemma":[0.001328664,0.0005464102,0.000339501,0.0003347288,0.0003675439,0.00001580869,0.002581698,0.0003262167,0.9941595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9330472,"threshold_uncertainty_score":0.09549999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008219255453024,"score_gpt":0.2287191080132404,"score_spread":0.2186369154587101,"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."}}