{"id":"W4361271391","doi":"10.1117/12.2676227","title":"Front Matter: Volume 12374","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Leibniz-Gemeinschaft; University of Illinois at Urbana-Champaign; Leibniz-Institut für Polymerforschung Dresden; Queen's University; National Cheng Kung University; Université de Fribourg; Simon Fraser University; Massachusetts Institute of Technology; Medizinische Universität Wien; Universität Wien; University of Arizona; Albert-Ludwigs-Universität Freiburg; Vanderbilt University","keywords":"Front (military); Volume (thermodynamics); Computer science; Physics; Mechanical engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003788327,0.0002388351,0.0003950622,0.0001207321,0.00002000747,0.00003668687,0.00024552,0.0006311666,0.113884],"category_scores_gemma":[0.000003103005,0.0002105307,0.00008959458,0.00008805394,0.00002334292,0.00002333305,0.00006716471,0.0003798805,0.8806357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006559169,"about_ca_system_score_gemma":0.000007502918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001987958,"about_ca_topic_score_gemma":0.00005475379,"domain_scores_codex":[0.9990705,0.000006673795,0.0002575473,0.0002165502,0.00009817976,0.0003505088],"domain_scores_gemma":[0.9995182,0.0000163896,0.00001767689,0.0003696888,0.00001359305,0.00006450867],"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":[3.080069e-7,0.000003010217,0.00001002285,0.0002105617,0.00005273861,0.000006674128,0.000005044789,0.0007453923,0.00002424012,0.00005978951,0.9983777,0.0005044724],"study_design_scores_gemma":[0.00005501443,0.00001216263,0.00006228744,0.00005505715,0.00001007501,0.000003715775,0.00001189471,0.004455069,0.00005894695,0.00002271295,0.9949849,0.0002681193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002428885,0.0007659274,0.003040262,0.0002110532,0.005983516,0.0001708218,0.00009416034,0.00130689,0.9881845],"genre_scores_gemma":[0.003202393,0.0001535236,0.0002010639,0.00005983923,0.0003969073,0.00006542873,0.0001083188,0.0001281841,0.9956843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7667518,"threshold_uncertainty_score":0.8869261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00711803049882118,"score_gpt":0.2029624806269845,"score_spread":0.1958444501281633,"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."}}