{"id":"W7162035656","doi":"10.82308/35590","title":"Wind power integration in electrical networks with transmission congestion: operational complications and efficient solutions","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind power; Power system simulation; Electric power system; Grid; Scheduling (production processes); Electric power transmission; Unit (ring theory); Resource (disambiguation); Electric power","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":[0.000859149,0.0005419608,0.0004973358,0.0002330685,0.000409726,0.001728902,0.0008489613,0.000723358,0.00154224],"category_scores_gemma":[0.00213858,0.0003705468,0.0004353817,0.0006590177,0.0008366996,0.001620513,0.001133417,0.001434375,0.0001375948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009163618,"about_ca_system_score_gemma":0.00102452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851308,"about_ca_topic_score_gemma":0.003858597,"domain_scores_codex":[0.9995903,0.0001951941,0.00001718479,0.00005011847,0.00009722161,0.00004996533],"domain_scores_gemma":[0.9996275,0.0002202397,0.00004763802,0.00003875963,0.00004438337,0.00002147364],"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":[0.00003470977,0.00002223657,0.0004882384,0.00007251012,0.00002704226,0.0001296355,0.00007503913,0.8182327,0.0005641197,0.145159,0.001107224,0.03408755],"study_design_scores_gemma":[0.00001242948,0.00003204751,0.0001998466,0.00003609103,0.00001052822,0.00004296327,0.0001180023,0.9114846,0.0002534387,0.08460525,0.003196109,0.000008676662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09241119,0.004160695,0.8702881,0.00414703,0.0002388047,0.0001049959,0.00008787153,0.0001332451,0.02842797],"genre_scores_gemma":[0.9282874,0.004848291,0.06078615,0.0001546734,0.0001817247,0.00008348456,0.00006766139,0.00004092186,0.005549898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003851308,"threshold_uncertainty_score":0.007657766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005812687722216487,"score_gpt":0.2045501951492464,"score_spread":0.1987375074270299,"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."}}