{"id":"W2105645578","doi":"10.1109/59.918284","title":"A case-based Windows graphic package for the education and training of power system restoration","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Graphical user interface; Blackout; Expert system; Computer science; Electric power system; User interface; Software engineering; Power (physics); Artificial intelligence; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470541,0.0001573945,0.0002076419,0.0002341806,0.0001507059,0.00005392547,0.00007487788,0.0001066846,0.000005021142],"category_scores_gemma":[0.000009716627,0.0001310631,0.00009245348,0.0002992045,0.00002478029,0.0001162925,2.423833e-7,0.0001341667,0.000001515718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006644693,"about_ca_system_score_gemma":0.00003934166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003891818,"about_ca_topic_score_gemma":0.00001333327,"domain_scores_codex":[0.9991075,0.00008043736,0.0003470783,0.0001512173,0.0001524297,0.0001612884],"domain_scores_gemma":[0.9990569,0.0004067455,0.00005759496,0.0003181033,0.00009641088,0.00006427407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002579013,0.00002469545,0.00001231041,0.000233027,0.0000543295,0.000005275821,0.001051082,0.9964141,0.001224934,0.0001817345,0.00006289747,0.00070987],"study_design_scores_gemma":[0.0007656747,0.0001357597,0.00008377832,0.0002665988,0.00007215097,0.0004028377,0.0041051,0.9891325,0.001646655,0.000004901623,0.003159171,0.0002249242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1264907,0.0004534448,0.8697389,0.00002248807,0.002182758,0.0005866631,0.00002954052,0.0001920733,0.000303427],"genre_scores_gemma":[0.9983085,0.00001203627,0.001238762,0.000006151242,0.00002374843,0.000261728,0.000002581869,0.00004146373,0.0001050611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8718177,"threshold_uncertainty_score":0.53446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887690160438776,"score_gpt":0.2647612832350494,"score_spread":0.2358843816306616,"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."}}