{"id":"W4242408575","doi":"10.1002/9781119547273.app7","title":"Appendix G: Special Case","year":2019,"lang":"en","type":"other","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Circuit breaker; Session (web analytics); Electrical engineering; Generator (circuit theory); Switchgear; Computer science; Telecommunications; Operations research; Library science; Power (physics); Engineering; Physics; World Wide Web","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":[0.00004188253,0.0001609878,0.0002210575,0.00006873908,0.000005782132,0.00001292982,0.00009898924,0.0002150938,0.01549159],"category_scores_gemma":[0.00000418128,0.0001398394,0.00006037725,0.00003932088,0.00001308843,0.00001459369,0.0000184054,0.0001190069,0.0279209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003702104,"about_ca_system_score_gemma":0.000008971707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750808,"about_ca_topic_score_gemma":0.0007025943,"domain_scores_codex":[0.9994944,0.000006617344,0.0001069619,0.0001460414,0.00006858931,0.0001774262],"domain_scores_gemma":[0.9995733,0.000009276597,0.00001679307,0.0003538108,0.000004172326,0.00004256994],"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":[3.681025e-7,0.000002931325,0.000001410726,0.0002728176,0.00002501693,0.0003036645,0.00001580291,0.0000227405,0.000001296801,0.001468415,0.9971066,0.0007789814],"study_design_scores_gemma":[0.00008753789,0.00000458887,2.299289e-7,0.00008701254,0.000006271812,0.0003573374,0.00002017322,0.0001818936,0.000008905696,0.0000125863,0.9990498,0.0001837051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002691798,0.0003761412,0.002470359,0.000007489956,0.00509874,0.0002506441,0.0000460191,0.0007419147,0.991006],"genre_scores_gemma":[0.0004811577,0.00004823298,0.0001931305,0.00001907783,0.002087977,0.000006893767,0.00001040048,0.000320249,0.9968329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01242931,"threshold_uncertainty_score":0.9854084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005721105333156493,"score_gpt":0.1928766326963308,"score_spread":0.1871555273631744,"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."}}