{"id":"W4241891821","doi":"10.24124/2017/1375","title":"Gridsim: a flexible simulator for grid integration study","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Grid; Renewable energy; Smart grid; Systems engineering; Computer science; Software; Greenhouse gas; Mars Exploration Program; Wind power; Focus (optics); Simulation; Distributed computing; Engineering; Operating system; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094053,0.0008647298,0.0006807265,0.0005542799,0.0005118789,0.0009163988,0.001634257,0.0008716737,0.01208355],"category_scores_gemma":[0.002597063,0.0005534769,0.0008574144,0.0007429856,0.0003931753,0.001288012,0.001321556,0.0018821,0.002450494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644866,"about_ca_system_score_gemma":0.001328761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005191348,"about_ca_topic_score_gemma":0.005023747,"domain_scores_codex":[0.9996461,0.0001051342,0.00003583488,0.00003269875,0.0001426096,0.00003762885],"domain_scores_gemma":[0.9992282,0.0003466392,0.00004509031,0.0001127532,0.0001920985,0.00007508536],"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":[0.0001794661,0.0001336866,0.002431378,0.0004071312,0.0001265268,0.0002511065,0.0003146501,0.8365483,0.004954912,0.02609549,0.06783029,0.060727],"study_design_scores_gemma":[0.0001054251,0.0000319744,0.0002554711,0.00003477631,0.00002422035,0.00005191566,0.00003336991,0.9232059,0.0029687,0.006693225,0.06657027,0.00002476088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0264293,0.0006609416,0.8750975,0.001050662,0.0005947376,0.0005590018,0.008405779,0.04566873,0.0415334],"genre_scores_gemma":[0.3933074,0.001747912,0.5468644,0.0005319918,0.0001705011,0.002232813,0.01763289,0.01386799,0.02364401],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01208355,"threshold_uncertainty_score":0.04042351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948089271608355,"score_gpt":0.2892972999430954,"score_spread":0.2698164072270119,"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."}}