{"id":"W4393183896","doi":"10.1117/12.3029968","title":"Front Matter: Volume 12838","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":"National Institute of Child Health and Human Development; University of British Columbia; National Institutes of Health; Norges Teknisk-Naturvitenskapelige Universitet; Vanderbilt University","keywords":"Front (military); Volume (thermodynamics); Computer science; Geology; Physics; 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":[0.0003518256,0.00142057,0.0005448982,0.001651021,0.001298882,0.00390723,0.0008189143,0.002311988,0.8824897],"category_scores_gemma":[0.0006141593,0.0004368844,0.0004365387,0.0008320985,0.0009219983,0.001348533,0.001185825,0.00128056,0.7991647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009062289,"about_ca_system_score_gemma":0.001004862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012281,"about_ca_topic_score_gemma":0.003442348,"domain_scores_codex":[0.9997101,0.0000197089,0.000008743453,0.00008116438,0.0001315015,0.00004880717],"domain_scores_gemma":[0.9993768,0.0001103773,0.0000287355,0.00005313271,0.0001620865,0.0002688294],"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":[0.0001257784,0.0001074344,0.000224,0.0001637224,0.000008056256,0.00009874776,0.00003378471,0.0001638091,0.001966065,0.004497919,0.8265783,0.1660323],"study_design_scores_gemma":[0.00001573394,0.00004050253,0.0004192856,0.00005980603,0.000003046614,0.00005734538,0.00002938212,0.0001771749,0.0005037222,0.001122479,0.9975667,0.000004810894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009150485,0.0003203016,0.0004689983,0.00142604,0.002421905,0.00005168001,0.001168223,0.0004741147,0.9927537],"genre_scores_gemma":[0.0008297499,0.0001246843,0.00008963298,0.0001714491,0.0002373064,0.000009147158,0.0002237411,0.00005725066,0.9982571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1175103,"threshold_uncertainty_score":0.1676141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009006228675440082,"score_gpt":0.2256314749963696,"score_spread":0.2166252463209295,"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."}}