{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004986544,0.001553626,0.0006610741,0.002090953,0.001671693,0.005507036,0.0008081956,0.00298123,0.8956402],"category_scores_gemma":[0.00101379,0.0004923173,0.0004681919,0.001207434,0.00128845,0.001825111,0.001345355,0.001638269,0.8248852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112186,"about_ca_system_score_gemma":0.00125412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826358,"about_ca_topic_score_gemma":0.004226907,"domain_scores_codex":[0.9995883,0.00003791636,0.00001726848,0.0001160605,0.0001658321,0.00007451722],"domain_scores_gemma":[0.9988319,0.0002664789,0.00004899672,0.00007817067,0.0003019877,0.0004725692],"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":[0.00009405401,0.00009219552,0.0002399747,0.0001527511,0.000006871016,0.0000879459,0.00004064211,0.0001743241,0.0007895978,0.005016984,0.8638434,0.1294612],"study_design_scores_gemma":[0.00001543667,0.00003996916,0.0005053992,0.00009518162,0.000003692201,0.00006939352,0.00004471013,0.0001921444,0.0003149321,0.00132018,0.9973933,0.000005666152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006402258,0.0003193821,0.0003614059,0.001509461,0.002738707,0.00003765013,0.0008858225,0.0004092856,0.9930981],"genre_scores_gemma":[0.0008710374,0.0001561358,0.00007797603,0.0002181266,0.0003356312,0.000009276159,0.0001966626,0.00008319462,0.998052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1043598,"threshold_uncertainty_score":0.1488566,"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."}}