{"id":"W4365503204","doi":"10.1117/12.2681448","title":"Front Matter: Volume 12613","year":2023,"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":"Hubei University; Universiti Sultan Zainal Abidin; Indian Institute of Technology Indore; Hubei University of Science and Technology; Xi'an University of Posts and Telecommunications; Southeast University; VIT University; Shahid Bahonar University of Kerman; Université Sultan Moulay Slimane; Sun Yat-sen University; Universiti Malaysia Sabah; South China University of Technology; Queen's University; Xidian University; Vanderbilt University; Concordia University; Asia University; Qingdao University; Jilin University","keywords":"Front (military); Volume (thermodynamics); 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":[0.0004038483,0.001756214,0.0007584702,0.002306887,0.001533266,0.004349127,0.000858317,0.002501823,0.8397874],"category_scores_gemma":[0.0005093749,0.0006040579,0.0006042235,0.001212101,0.00110793,0.001592423,0.001200469,0.001393514,0.7065512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260342,"about_ca_system_score_gemma":0.0009343093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394995,"about_ca_topic_score_gemma":0.004422741,"domain_scores_codex":[0.9996512,0.00002070402,0.00001123543,0.0001061718,0.0001426028,0.00006810608],"domain_scores_gemma":[0.9994673,0.0001144476,0.00002707081,0.00004264751,0.0001424692,0.0002060601],"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":[0.0001992153,0.0002056842,0.0003378908,0.0003119193,0.00001828154,0.0001534316,0.00006217932,0.0003708349,0.005046445,0.01459588,0.7261406,0.2525577],"study_design_scores_gemma":[0.00001459984,0.00006327264,0.0006133173,0.00009758877,0.000006509223,0.00009551314,0.000035865,0.000401588,0.001091733,0.002036605,0.9955343,0.000009175484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001139887,0.0003802003,0.0007270484,0.0009841347,0.002106324,0.00004644819,0.0008369214,0.0003360597,0.993443],"genre_scores_gemma":[0.001178235,0.0002230953,0.0001966444,0.0001487116,0.0002455293,0.00001087928,0.0002798063,0.00007775929,0.9976393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1602126,"threshold_uncertainty_score":0.2285238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598893276196334,"score_gpt":0.2615364294418354,"score_spread":0.2455474966798721,"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."}}