{"id":"W2473880400","doi":"10.2172/1128556","title":"ARM Operations Quarterly Report October 1-December 31, 2013","year":2013,"lang":"en","type":"report","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; National laboratory; Database; Environmental science; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005937724,0.000531666,0.0007589489,0.000143781,0.00007805364,0.0001836725,0.0003092406,0.0006468035,0.003087347],"category_scores_gemma":[0.00009947392,0.0004479419,0.0002952954,0.000157981,0.00005416099,0.0003191403,0.00003620983,0.0005820167,0.002571052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872843,"about_ca_system_score_gemma":0.0005505201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821513,"about_ca_topic_score_gemma":0.002942594,"domain_scores_codex":[0.9969968,0.00002641602,0.001176649,0.0005789637,0.0006711113,0.0005500301],"domain_scores_gemma":[0.9974847,0.00004552005,0.00009897382,0.001420919,0.0007261042,0.0002238161],"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":[4.076306e-7,0.00003841356,0.00004589968,0.0003753718,0.0001439584,0.0001124043,0.00009932679,0.001441369,0.00004272997,0.000136191,0.9968153,0.0007486053],"study_design_scores_gemma":[0.00009815852,0.00003718189,0.0002220647,0.0002093684,0.00005582453,0.001109477,0.00006073392,0.002856136,0.00004278792,0.00007064565,0.9946265,0.0006111334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002340148,0.001648414,0.01127283,0.0002287754,0.01019726,0.001076178,0.00007148062,0.001183558,0.9719813],"genre_scores_gemma":[0.07529379,0.001859757,0.002765497,0.0001081188,0.001715858,0.001028383,0.0007031845,0.0002791247,0.9162463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07295363,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656249575976225,"score_gpt":0.2487406064802808,"score_spread":0.2321781107205186,"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."}}