{"id":"W4247845435","doi":"10.1109/icnsc48988.2020.9311391","title":"[ICNSC 2020 Front Matter]","year":2020,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nipissing University","keywords":"Front (military); Computer science; 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":[0.001039714,0.0009975591,0.00084832,0.001951683,0.001896552,0.006346276,0.00157611,0.00366675,0.7452958],"category_scores_gemma":[0.003627003,0.000453322,0.0005661697,0.001681576,0.0004746318,0.002292845,0.001206873,0.001902488,0.7650899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881655,"about_ca_system_score_gemma":0.003837143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380778,"about_ca_topic_score_gemma":0.02731916,"domain_scores_codex":[0.9990722,0.00005246375,0.00004796595,0.00008962613,0.0005947057,0.0001430497],"domain_scores_gemma":[0.995613,0.0001487791,0.000107069,0.0003362726,0.002993386,0.0008015289],"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":[0.0000132322,0.000009829069,0.00002333099,0.00004620747,9.197764e-7,0.000009304068,0.000002949213,0.00003949463,0.0001283243,0.0007035588,0.9849016,0.01412121],"study_design_scores_gemma":[0.000006239043,0.000009460342,0.0001199007,0.0000399449,0.000001112316,0.00001253457,0.000006671415,0.00008528367,0.0001174574,0.0002958484,0.9992996,0.000005755404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002554834,0.0004989047,0.001170253,0.002998365,0.007732989,0.0002574884,0.007256881,0.003389323,0.9764403],"genre_scores_gemma":[0.001657146,0.0005012216,0.0006936165,0.001874045,0.001171831,0.0001103766,0.008663815,0.001108565,0.9842194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2547042,"threshold_uncertainty_score":0.3633047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00575510846603884,"score_gpt":0.1783969574878291,"score_spread":0.1726418490217903,"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."}}