{"id":"W2333370521","doi":"10.1117/12.883009","title":"Front Matter: Vol. 7830","year":2010,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NASA Headquarters; Universidad de Extremadura; Háskóli Íslands; Danmarks Tekniske Universitet; University of Waterloo; University of Nottingham; Universitat de València; Bilkent Üniversitesi; University of Massachusetts Dartmouth; Institut national de recherche en informatique et en automatique (INRIA); Purdue University; National Aeronautics and Space Administration; Australian National University; Dartmouth College","keywords":"Computer science; Front (military); Geology; 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":[0.0003389153,0.001354511,0.0007925335,0.001885007,0.001183821,0.003584267,0.0009057214,0.001823674,0.8772986],"category_scores_gemma":[0.0006698035,0.0003206438,0.0004582115,0.00106701,0.0008495439,0.00152669,0.0008151791,0.001187094,0.8326504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012848,"about_ca_system_score_gemma":0.0005021387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739837,"about_ca_topic_score_gemma":0.002734537,"domain_scores_codex":[0.9998123,0.000007496874,0.000007567688,0.00006755254,0.00007170183,0.00003335907],"domain_scores_gemma":[0.9995368,0.00006558334,0.0000223502,0.00003495491,0.0001714781,0.0001688612],"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":[0.0002092001,0.0001498646,0.000477888,0.000466978,0.00001451914,0.0002355883,0.0000634793,0.0001589836,0.00626934,0.005252634,0.7203048,0.2663968],"study_design_scores_gemma":[0.00001227052,0.00003790055,0.001093981,0.0001434707,0.000006132591,0.0002876602,0.00005985724,0.0002812658,0.001035971,0.0008763383,0.9961573,0.000007852205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002240137,0.001749677,0.000579884,0.002205416,0.003338893,0.00006494588,0.001143025,0.0005224008,0.9881557],"genre_scores_gemma":[0.002454521,0.0009936816,0.0002598844,0.0004424482,0.0004232392,0.00001594881,0.0006746002,0.0000826009,0.9946531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1227014,"threshold_uncertainty_score":0.1750186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005703526455351964,"score_gpt":0.259263753511611,"score_spread":0.2535602270562591,"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."}}