{"id":"W4393304834","doi":"10.1117/12.3029929","title":"Front Matter: Volume 12884","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Technische Universität Dortmund; Universität Duisburg-Essen; Korea Advanced Institute of Science and Technology; Eidgenössische Technische Hochschule Zürich; Universität Paderborn; Dalhousie University; University of Alberta; Universität Regensburg; Ulsan National Institute of Science and Technology; George Washington University; West Virginia University; Hebrew University of Jerusalem; University of Texas at Austin; Carl von Ossietzky Universität Oldenburg; Universität Bielefeld; Arizona State University","keywords":"Volume (thermodynamics); Front (military); 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":[0.0004679097,0.001264962,0.0005871816,0.001713404,0.001271239,0.00446811,0.0009705098,0.001942678,0.9157661],"category_scores_gemma":[0.0008228539,0.000394218,0.0004556889,0.001078868,0.0009035661,0.002216977,0.001282478,0.001144,0.8836648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802615,"about_ca_system_score_gemma":0.0009072237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000794328,"about_ca_topic_score_gemma":0.001713003,"domain_scores_codex":[0.999586,0.00002053509,0.00001854958,0.0001475308,0.0001843128,0.00004299797],"domain_scores_gemma":[0.9991769,0.00009857293,0.00004090263,0.00009274308,0.0002894593,0.0003014051],"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":[0.00009724245,0.00009751548,0.0004656971,0.0003109779,0.00001213672,0.0001558596,0.00004380478,0.00009725988,0.004305692,0.005154003,0.7110165,0.2782433],"study_design_scores_gemma":[0.000008266323,0.00002113242,0.0004449287,0.00008985412,0.000003630966,0.0001388125,0.00003522558,0.0001093583,0.0005496418,0.000695801,0.9978981,0.00000528918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001110025,0.0009526556,0.000862577,0.001426832,0.002633334,0.00009629461,0.001727215,0.0009174175,0.9902737],"genre_scores_gemma":[0.0014517,0.0005499137,0.00036719,0.0003426895,0.000397878,0.00002006703,0.0007956967,0.0001514699,0.9959234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08423388,"threshold_uncertainty_score":0.1201493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067725466930913,"score_gpt":0.2549650204345337,"score_spread":0.2442877657652246,"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."}}