{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007494071,0.0008554917,0.0006028449,0.003673839,0.0364735,0.0064306,0.002670885,0.006408796,0.009514964],"category_scores_gemma":[0.0318237,0.000480748,0.0007965591,0.005292987,0.007350171,0.001695368,0.0024921,0.01133269,0.001101362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.105677,"about_ca_system_score_gemma":0.09632009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541156,"about_ca_topic_score_gemma":0.9566384,"domain_scores_codex":[0.9857221,0.001607562,0.0005172476,0.0008429063,0.007150294,0.004159925],"domain_scores_gemma":[0.9476855,0.009156498,0.001321253,0.0005645498,0.03868819,0.002584084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007747764,0.00003273644,0.002482007,0.0002918816,0.00001062025,0.001733073,0.2117499,0.0002937897,0.001860323,0.02793492,0.7423108,0.01122254],"study_design_scores_gemma":[0.000005056615,0.00001797367,0.006604486,0.0004961687,0.00001662094,0.0001444618,0.2966281,0.0002262159,0.001280371,0.001290537,0.6931473,0.0001427421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06457812,0.003503283,0.003091556,0.7034172,0.02162449,0.0004219545,0.003161503,0.0003470421,0.1998549],"genre_scores_gemma":[0.4296956,0.005731932,0.001803288,0.2447983,0.003989957,0.0004140039,0.0009503161,0.0005479694,0.3120687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.105677,"threshold_uncertainty_score":0.7667439,"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."}}