{"id":"W4393930783","doi":"10.1117/12.3030074","title":"Front Matter: Volume 12831","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":"Korea University; National University of Singapore; School of Medicine, Emory University; Polytechnique Montréal; University of Texas at Austin; Johns Hopkins University; Georgia Institute of Technology; Vanderbilt University; U.S. Food and Drug Administration; Emory University; Massachusetts General Hospital","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":[0.0004848003,0.001210455,0.0005672849,0.001747523,0.001225118,0.004600381,0.0009241813,0.001988583,0.9199054],"category_scores_gemma":[0.0009657256,0.0003731425,0.0004609542,0.001047945,0.0008672936,0.002084897,0.00119114,0.001139635,0.8900127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008683839,"about_ca_system_score_gemma":0.001045494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032418,"about_ca_topic_score_gemma":0.002249409,"domain_scores_codex":[0.9996023,0.00001950391,0.00001869558,0.000131993,0.0001861219,0.00004144355],"domain_scores_gemma":[0.9990875,0.0001072453,0.00004314946,0.00009349144,0.0003436395,0.0003250574],"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":[0.00008378361,0.00008261039,0.0004647502,0.0002626097,0.00001075358,0.0001552613,0.00003648069,0.00008996972,0.003221413,0.003810907,0.7365349,0.2552466],"study_design_scores_gemma":[0.000009167441,0.00002273573,0.0004879588,0.000101175,0.00000382862,0.0001643575,0.00003461202,0.0001236474,0.0005189264,0.0007174694,0.9978102,0.000005938021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089609,0.000941136,0.001049332,0.001690634,0.002951257,0.0001126302,0.001998846,0.001121521,0.989045],"genre_scores_gemma":[0.00142507,0.0005659998,0.0003944505,0.0003784717,0.0004319913,0.00002032777,0.000887148,0.000158347,0.9957381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08009464,"threshold_uncertainty_score":0.1142453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00900155944517549,"score_gpt":0.2256021099452213,"score_spread":0.2166005505000458,"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."}}