{"id":"W4409424551","doi":"10.1117/12.3068363","title":"Front Matter: Volume 13302","year":2025,"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":"University of California, Davis; York University; Institut de Ciències Fotòniques; Polytechnique Montréal; Emory University; Carnegie Mellon University; Medizinische Universität Wien; Washington University School of Medicine in St. Louis; Georgia Institute of Technology; Children's Hospital of Philadelphia; Ariel University; Zhejiang University; Universität Wien; Massachusetts General Hospital","keywords":"Volume (thermodynamics); Front (military); 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":[0.00002890337,0.0003514237,0.0005030236,0.0001152299,0.00002827236,0.00006095575,0.0002319876,0.0003324507,0.2955689],"category_scores_gemma":[0.000003466938,0.0003284091,0.00009706665,0.00004471996,0.00001642098,0.00007072843,0.00006481223,0.0002159511,0.2141398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089693,"about_ca_system_score_gemma":0.00002434057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003937611,"about_ca_topic_score_gemma":0.000005251801,"domain_scores_codex":[0.9990281,0.00001201668,0.0003050303,0.0002562616,0.00008775147,0.0003108086],"domain_scores_gemma":[0.9994749,0.00001549947,0.00003370496,0.0003905113,0.00002398714,0.00006140715],"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":[0.000001598093,0.000002746772,0.000001342232,0.0003566867,0.00004906323,0.000001465974,0.00001049988,0.001276136,0.02371645,0.00000232748,0.9741138,0.0004678846],"study_design_scores_gemma":[0.00008258087,0.000006359529,0.000005443099,0.0001018603,0.00001950143,0.000001630386,0.000005862071,0.0001559978,0.02578029,0.00003339239,0.973443,0.0003641096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001236409,0.003295155,0.009717897,0.00001004336,0.01747261,0.0002590928,0.0004729571,0.0003594595,0.9671764],"genre_scores_gemma":[0.001441696,0.00071076,0.001000938,0.0001657873,0.0005506591,0.00005155909,0.0002570442,0.00008167718,0.9957399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08142912,"threshold_uncertainty_score":0.9999168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007518637073053571,"score_gpt":0.2226390199589961,"score_spread":0.2151203828859426,"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."}}