{"id":"W4393859103","doi":"10.1117/12.3030072","title":"Front Matter: Volume 12829","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Zhejiang University; York University; Technische Universität Chemnitz; Vanderbilt University","keywords":"Front (military); Volume (thermodynamics); Geology; Physics; Thermodynamics; Oceanography","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":[0.0004774864,0.001214383,0.0005336321,0.001721583,0.00129623,0.004821622,0.0009092314,0.00188676,0.9192072],"category_scores_gemma":[0.000938656,0.000382643,0.00041066,0.001004551,0.000849094,0.002206766,0.001206304,0.001181211,0.8948014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009591455,"about_ca_system_score_gemma":0.001005542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123258,"about_ca_topic_score_gemma":0.002498561,"domain_scores_codex":[0.9995976,0.000020201,0.00001869615,0.0001256481,0.0001966754,0.00004125408],"domain_scores_gemma":[0.9990869,0.0001103481,0.00004118019,0.0001035396,0.0003340267,0.0003239934],"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":[0.00007170982,0.00007695115,0.0003331933,0.0002276162,0.000008339243,0.000125425,0.00003597134,0.0001030841,0.003045667,0.004043718,0.7684176,0.2235107],"study_design_scores_gemma":[0.000008029768,0.00001959081,0.0003698034,0.00008405592,0.000002975185,0.0001179233,0.00003096762,0.0001474147,0.0005566165,0.0006634368,0.9979938,0.000005464484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00089853,0.0005842679,0.001051418,0.001255332,0.00234032,0.0001037671,0.001921011,0.001132206,0.9907132],"genre_scores_gemma":[0.001245648,0.0003882517,0.0003613131,0.0002995795,0.0003303666,0.00001868027,0.0008631087,0.0001694541,0.9963236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08079284,"threshold_uncertainty_score":0.1152412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008995055122680678,"score_gpt":0.2255879538738511,"score_spread":0.2165928987511704,"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."}}