{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003196532,0.000378257,0.0004507444,0.0001086756,0.00001859437,0.0001174615,0.0001897429,0.0003192723,0.2883869],"category_scores_gemma":[0.000001624067,0.0003288477,0.0001126435,0.00004147501,0.00001788808,0.00007584254,0.00006568753,0.0002876799,0.6399159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143657,"about_ca_system_score_gemma":0.00001582668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002815266,"about_ca_topic_score_gemma":0.00000607912,"domain_scores_codex":[0.9989741,0.000008323505,0.0002960348,0.0002937953,0.0001055455,0.000322225],"domain_scores_gemma":[0.9995377,0.000009411951,0.00002263886,0.0003356845,0.00001491832,0.00007964216],"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":[9.410461e-7,0.000001716987,2.888378e-7,0.0005413535,0.00005881918,0.00000577001,0.00002321321,0.0008080985,0.05241244,0.000003032187,0.9458606,0.0002836865],"study_design_scores_gemma":[0.00004149569,0.000008699285,0.000001306835,0.0001176247,0.00002792346,0.000007542438,0.000007482143,0.0002511198,0.02327315,0.00009477438,0.97575,0.0004188556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003709411,0.01248069,0.003501631,0.00001594764,0.03859631,0.0002865595,0.0007171268,0.0008188621,0.9398735],"genre_scores_gemma":[0.003798307,0.0007956541,0.0006429748,0.00009417585,0.001359146,0.00005403917,0.0002289331,0.0002280855,0.9927987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.351529,"threshold_uncertainty_score":0.9999164,"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."}}