{"id":"W2899690699","doi":"10.1109/powerafrica.2018.8521081","title":"BCIT Integrated Grid Laboratory Planning Framework","year":2018,"lang":"en","type":"article","venue":"2018 IEEE PES/IAS PowerAfrica","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Computer science; Grid; Systems engineering; Engineering; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002366829,0.0003178625,0.0003604059,0.0001772957,0.0001582424,0.0001552601,0.00029548,0.0002774218,0.0009539886],"category_scores_gemma":[0.00008355252,0.0002960753,0.00009489965,0.0005592139,0.00008291619,0.0002476768,0.00001917546,0.0003677555,0.002785134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366515,"about_ca_system_score_gemma":0.00005532852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003709486,"about_ca_topic_score_gemma":0.000007313462,"domain_scores_codex":[0.9983634,0.00007445193,0.0004332174,0.0003151272,0.0003059818,0.0005077917],"domain_scores_gemma":[0.9988602,0.0001413698,0.00008099299,0.0005021956,0.0002026805,0.0002125836],"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":[0.000229509,0.0001502848,0.00263008,0.0001518336,0.0006756036,0.00009585527,0.01261194,0.03503908,0.03204456,0.001479802,0.9091537,0.00573775],"study_design_scores_gemma":[0.0009240378,0.0002090538,0.001419194,0.0002805057,0.00004517525,0.00001174909,0.0004872686,0.1326095,0.002950832,0.0003918846,0.8597957,0.0008750545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4073522,0.003245502,0.1649106,0.0004983437,0.03694232,0.001566372,0.0003590256,0.006806501,0.3783192],"genre_scores_gemma":[0.9954011,0.00001207724,0.0009576736,0.0002282852,0.002163968,0.00002573886,0.00001755528,0.00008304005,0.001110581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5880489,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157714380564507,"score_gpt":0.2430607927495338,"score_spread":0.2314836489438888,"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."}}