{"id":"W4366997749","doi":"10.1117/12.2678600","title":"Front Matter: Volume 12424","year":2023,"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 Research Council Canada; University of Twente; University of Sussex; Université Grenoble Alpes; Universidad de Málaga; University of Ottawa; Technische Universität Chemnitz; Purdue University","keywords":"Volume (thermodynamics); Front (military); Computer science; Physics; Engineering; Mechanical engineering; 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":[0.0003487283,0.00136492,0.0005562668,0.001731675,0.001429111,0.004580186,0.0007926403,0.002592867,0.8737895],"category_scores_gemma":[0.0006421179,0.0004575427,0.0004836204,0.0009099992,0.0009162853,0.001396184,0.001067232,0.001370779,0.7753898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628673,"about_ca_system_score_gemma":0.001001044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207294,"about_ca_topic_score_gemma":0.003585841,"domain_scores_codex":[0.9997033,0.00002018053,0.000009318253,0.00008550147,0.0001305043,0.00005116883],"domain_scores_gemma":[0.9993318,0.0001223837,0.00003253644,0.00005438134,0.0001775649,0.000281257],"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":[0.0001254714,0.0001146491,0.0002113313,0.0001587621,0.000009113458,0.00009768613,0.00003077423,0.0001753282,0.001876655,0.005342829,0.8375293,0.1543281],"study_design_scores_gemma":[0.0000161253,0.00004418991,0.0004628403,0.00006296546,0.000003928674,0.00006224774,0.00003104846,0.0002131136,0.0006206913,0.001394915,0.9970821,0.000005852557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008942969,0.0003621013,0.0005275954,0.001567576,0.002847804,0.00004499812,0.0010975,0.0004947,0.9921634],"genre_scores_gemma":[0.0009066095,0.000137953,0.00009793175,0.0001848243,0.0002749911,0.000008404933,0.0002296863,0.0000653629,0.9980941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1262105,"threshold_uncertainty_score":0.1800238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299526253969286,"score_gpt":0.2317689257406434,"score_spread":0.2187736632009506,"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."}}