{"id":"W4400268095","doi":"10.1117/12.3037420","title":"Front Matter: Volume 12996","year":2024,"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":"Universität Stuttgart; Le Mans Université; Technische Universität Ilmenau; Centre National de la Recherche Scientifique; Tianjin University; Université de Strasbourg; Vrije Universiteit Brussel; Technische Universität Dresden; Universidad EAFIT; University of Arizona; Politechnika Warszawska; Université Laval","keywords":"Front (military); Volume (thermodynamics); Computer science; Geology; Physics","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":[0.0004031321,0.00174059,0.0007139716,0.002114348,0.001540974,0.004083793,0.0008704509,0.00229005,0.8364016],"category_scores_gemma":[0.000484364,0.0005458559,0.0005559492,0.001077215,0.001074053,0.001625112,0.001285537,0.001370696,0.6935558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062147,"about_ca_system_score_gemma":0.0008420665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156046,"about_ca_topic_score_gemma":0.003125364,"domain_scores_codex":[0.9996765,0.00001864839,0.00001051046,0.00009899349,0.0001373222,0.00005814651],"domain_scores_gemma":[0.9995337,0.0001050401,0.00002434028,0.00004188412,0.0001087051,0.0001864314],"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":[0.0002344176,0.0002284758,0.0003430073,0.0003410951,0.00002090509,0.0001857352,0.00006894265,0.0003832345,0.005794665,0.01440517,0.7023729,0.2756216],"study_design_scores_gemma":[0.00001661556,0.00005791587,0.000535641,0.00009131278,0.000005992754,0.00009299591,0.00003321093,0.0003377009,0.001072966,0.001898668,0.9958489,0.000008024906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001240291,0.0003739898,0.0006446496,0.0009886499,0.002088772,0.00004791052,0.0008595296,0.0003063489,0.99345],"genre_scores_gemma":[0.001231658,0.0002186438,0.0001709516,0.0001487919,0.000261703,0.0000112502,0.0002734327,0.00006712673,0.9976163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1635984,"threshold_uncertainty_score":0.2333532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057973027628603,"score_gpt":0.255893359307941,"score_spread":0.245313629031655,"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."}}