{"id":"W4242064349","doi":"10.1007/978-1-4939-7131-2_100732","title":"Network File Format","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002509492,0.0002538525,0.000273128,0.00009340831,0.000219866,0.0004115913,0.00103517,0.0001878976,0.01716589],"category_scores_gemma":[0.00001902491,0.0002145365,0.0001007888,0.00004303566,0.00004961421,0.0007977026,0.0005426549,0.0001828254,0.004673241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003204056,"about_ca_system_score_gemma":0.00009113725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.635527e-7,"about_ca_topic_score_gemma":0.00000104604,"domain_scores_codex":[0.9986135,0.000004089478,0.0005354772,0.0002304307,0.0003235147,0.0002929571],"domain_scores_gemma":[0.9985217,0.0000821738,0.0004666137,0.0006527677,0.0001889519,0.00008775873],"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":[1.669934e-7,0.000001257275,3.817219e-8,0.000046588,0.000005754976,5.134387e-7,0.0003137254,0.000008205249,1.009576e-8,0.4449963,0.5462442,0.008383243],"study_design_scores_gemma":[0.00003889406,0.00001862428,2.875991e-7,0.0001778689,0.00000301719,0.00001536115,0.000002895456,0.07896589,0.000002231616,0.2880898,0.6324766,0.0002085164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.761554e-8,0.00004976073,0.4436826,0.00004341466,0.0003443091,0.00006500898,0.000003613219,0.0002409782,0.5555702],"genre_scores_gemma":[0.00001404284,0.00001422506,0.1854023,0.001986471,0.0006550799,0.000003196093,0.00003423205,0.00001865272,0.8118718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2582804,"threshold_uncertainty_score":0.9961017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238556825543726,"score_gpt":0.2156279761834688,"score_spread":0.1932424079280315,"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."}}