{"id":"W2385426330","doi":"","title":"Primary analysis and various comments on '8.14' blackout in US and Canada","year":2003,"lang":"en","type":"article","venue":"East China Electric Power","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Operations research; Plan (archaeology); Power (physics); Qualitative analysis; Engineering; Forensic engineering; Accident (philosophy); Power network; Computer science; Aeronautics; History; Electric power system; Qualitative research; Sociology; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001012728,0.0001584712,0.0002566646,0.0003065325,0.00003849538,0.00002601489,0.00007662714,0.00007373479,0.00001287121],"category_scores_gemma":[0.00003626307,0.0001474428,0.00002191226,0.0006143259,0.00001260334,0.00004598435,0.00001695811,0.0002189403,0.000001673096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856626,"about_ca_system_score_gemma":0.00004132477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04058026,"about_ca_topic_score_gemma":0.09347939,"domain_scores_codex":[0.999209,0.00002411689,0.0001616219,0.0001794346,0.0001321778,0.0002936739],"domain_scores_gemma":[0.9996969,0.00002687241,0.00002485745,0.0001848044,0.000007020133,0.00005951285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003129261,0.0001665864,0.973143,0.0001225467,0.001230313,0.0002968746,0.0006655128,0.001532727,0.001534659,0.002179969,0.009226469,0.009869996],"study_design_scores_gemma":[0.00068033,0.00007612648,0.9857335,0.00002459902,0.0000552227,0.00003243739,0.00002426592,0.001674384,0.0007356538,0.0001770217,0.01042152,0.0003649439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857398,0.001486207,0.0003191007,0.00005519299,0.0001289053,0.0001031104,0.00000602319,0.00009661365,0.01206504],"genre_scores_gemma":[0.9996359,0.00007170089,0.00004174011,0.00009503918,0.000004135251,0.000007561172,0.000002724447,0.00001432006,0.0001268175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05289913,"threshold_uncertainty_score":0.9658086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002033281991626519,"score_gpt":0.1540919609513404,"score_spread":0.1520586789597139,"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."}}