{"id":"W4238204964","doi":"10.1117/12.2203121","title":"Front Matter: Volume 9520","year":2015,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; University of Tokyo; Universiteit Gent; Università degli Studi di Trento; Universität Stuttgart; Universidad de Málaga","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":[0.0003553802,0.001457982,0.0006199619,0.002574455,0.001210628,0.004040163,0.001019008,0.001998217,0.8972239],"category_scores_gemma":[0.0005121463,0.0003997752,0.0005847321,0.001031872,0.0007267617,0.001834448,0.001100376,0.0009964083,0.8354642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008188889,"about_ca_system_score_gemma":0.0007591058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404664,"about_ca_topic_score_gemma":0.002979126,"domain_scores_codex":[0.999765,0.000008913535,0.000008158593,0.0000865495,0.0000919403,0.00003957653],"domain_scores_gemma":[0.9995587,0.00005798235,0.0000206242,0.00003500555,0.0001358294,0.0001917412],"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":[0.0001208495,0.0001477214,0.000334633,0.0002928638,0.00001459881,0.0001214712,0.00003714904,0.0001399235,0.004042379,0.00546526,0.6980036,0.2912795],"study_design_scores_gemma":[0.00001059433,0.00003178931,0.000576241,0.0000880957,0.000007125921,0.0001243301,0.00003124549,0.0001615118,0.0007268676,0.0008397173,0.9973969,0.000005643437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001296343,0.0008408618,0.0006792073,0.001303094,0.002895301,0.00005587793,0.0009269093,0.0005862788,0.991416],"genre_scores_gemma":[0.001553965,0.0003845968,0.000193862,0.0002719226,0.0003504861,0.00001158553,0.0004698312,0.00008034178,0.9966834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1027761,"threshold_uncertainty_score":0.1465975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223060036766636,"score_gpt":0.2452079722492526,"score_spread":0.2329773718815863,"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."}}