{"id":"W4360828068","doi":"10.1117/12.2676204","title":"Front Matter: Volume 12369","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medizinische Universität Wien; Universität Wien; University of California, Los Angeles; National Institutes of Health; University of Toledo; Temple University; McGill University; University of Arizona; North Carolina State University; Vanderbilt University","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":["insufficient_payload"],"category_scores_codex":[0.0003867296,0.001613795,0.0006669511,0.002163876,0.001560964,0.004251326,0.0007584835,0.002414965,0.8296328],"category_scores_gemma":[0.0004717615,0.0005104778,0.0005945669,0.001103721,0.001006773,0.001494107,0.001113721,0.001302499,0.6956532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111833,"about_ca_system_score_gemma":0.0009369231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484709,"about_ca_topic_score_gemma":0.004452958,"domain_scores_codex":[0.9996811,0.00001815864,0.000009937452,0.00009339109,0.0001363457,0.00006107151],"domain_scores_gemma":[0.9995099,0.0001088475,0.0000237952,0.00003820921,0.0001283326,0.0001908301],"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":[0.0001718167,0.0001707421,0.0002791762,0.000260224,0.00001490547,0.00014895,0.00005778596,0.0002745861,0.003888272,0.01316828,0.7511053,0.23046],"study_design_scores_gemma":[0.00001255655,0.00004894189,0.0004821334,0.00008145061,0.000005293589,0.00008609843,0.00003165204,0.0002693427,0.000785718,0.001736501,0.9964533,0.000006994397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009830616,0.000386795,0.0005915972,0.0009589776,0.002188608,0.00004158517,0.0006994471,0.0003013354,0.9938486],"genre_scores_gemma":[0.001183689,0.0002408683,0.0001700766,0.0001627281,0.000288418,0.00001077486,0.000241066,0.0000774322,0.9976251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1703672,"threshold_uncertainty_score":0.2430081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161101697350303,"score_gpt":0.2622600541789202,"score_spread":0.2461498844438899,"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."}}