{"id":"W4393235620","doi":"10.1117/12.3030065","title":"Front Matter: Volume 12906","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Technische Universität Braunschweig; Korea Advanced Institute of Science and Technology; Università degli Studi di Padova; University of Twente; Pohang University of Science and Technology; Shanghai Educational Development Foundation; Friedrich-Alexander-Universität Erlangen-Nürnberg; Technische Universität Chemnitz; University of Ottawa","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002895344,0.0003738046,0.0004414267,0.0001069292,0.00001807492,0.000113775,0.0001848759,0.0003163333,0.15679],"category_scores_gemma":[0.000001473025,0.0003258555,0.0001109843,0.00004063288,0.00001744126,0.00007430184,0.00006404852,0.0002819761,0.6257015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132889,"about_ca_system_score_gemma":0.0000141781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003675659,"about_ca_topic_score_gemma":0.000008640398,"domain_scores_codex":[0.9990022,0.00000631718,0.0002878275,0.0002878353,0.000103742,0.0003121367],"domain_scores_gemma":[0.9995532,0.000007000809,0.00002226133,0.0003266465,0.00001433929,0.00007655439],"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":[8.807031e-7,0.000001904962,1.493374e-7,0.0004165509,0.00005730407,0.000006251955,0.00002378365,0.001995479,0.05762104,0.000003943178,0.9396791,0.0001936014],"study_design_scores_gemma":[0.00005500766,0.000009317461,9.187211e-7,0.0001133207,0.00002763839,0.000008031384,0.000007838994,0.00008117022,0.03310323,0.000162934,0.9660153,0.0004152837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005674964,0.01316384,0.006780053,0.00002301221,0.04196506,0.0003209609,0.0008132584,0.0009210668,0.9303378],"genre_scores_gemma":[0.003245542,0.0009171402,0.00100108,0.0001054951,0.001416159,0.00005697368,0.00024304,0.0002426122,0.992772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4689114,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008822486202736816,"score_gpt":0.2257985993928551,"score_spread":0.2169761131901183,"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."}}