{"id":"W4361192496","doi":"10.1117/12.2676229","title":"Front Matter: Volume 12375","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":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; Università degli Studi dell'Aquila; Medizinische Universität Wien; International Collaboration on Repair Discoveries; Vanderbilt University; University of British Columbia; Universität Wien; University of Arizona; Norges Teknisk-Naturvitenskapelige Universitet","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":[0.0004862176,0.00150184,0.0006357121,0.002012092,0.001590416,0.005367049,0.0007890832,0.002875551,0.8911737],"category_scores_gemma":[0.0009581388,0.000460999,0.0004561048,0.001137755,0.001235189,0.001749901,0.001312581,0.001496903,0.8157787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095604,"about_ca_system_score_gemma":0.001232994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190339,"about_ca_topic_score_gemma":0.004421824,"domain_scores_codex":[0.9996036,0.00003506145,0.00001609886,0.0001127947,0.0001611308,0.00007144838],"domain_scores_gemma":[0.9988952,0.0002439053,0.00004579026,0.00007190628,0.0002828606,0.0004603498],"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":[0.0001003258,0.00009628695,0.0002628773,0.000163386,0.00000719286,0.00009963603,0.00004633307,0.0001859285,0.0009217605,0.005927512,0.8498284,0.1423604],"study_design_scores_gemma":[0.00001412325,0.00004032021,0.0005031191,0.00009275971,0.000003673717,0.00007008698,0.00004468108,0.000187302,0.0003109938,0.001275754,0.9974517,0.000005444796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006442192,0.0002980654,0.0003519492,0.001338294,0.002434967,0.00003728966,0.0007612891,0.0003706535,0.9937634],"genre_scores_gemma":[0.0009297439,0.0001513524,0.00007781525,0.0002097684,0.0003067977,0.000008782387,0.0001752082,0.00007556627,0.9980649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088263,"threshold_uncertainty_score":0.1552276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146502061805478,"score_gpt":0.2030175637662258,"score_spread":0.1958710617044203,"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."}}