{"id":"W3186794319","doi":"10.18280/rces.080203","title":"The Application of AVC System in Inner Mongolia Wind Farm","year":2021,"lang":"en","type":"article","venue":"Review of Computer Engineering Studies","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind power; Control (management); Environmental science; Automotive engineering; Computer science; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854911,0.0001209864,0.0005322482,0.00003913907,0.00002385441,0.000005048477,0.0001433132,0.00002980534,3.947708e-7],"category_scores_gemma":[0.00003317818,0.00007959188,0.00009427854,0.0003228606,0.00002045028,0.00002009907,0.0001052837,0.00005170892,0.000001595605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566493,"about_ca_system_score_gemma":0.00001732257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000144887,"about_ca_topic_score_gemma":0.00007660592,"domain_scores_codex":[0.9989963,0.00004808836,0.0005428287,0.0001372882,0.000141254,0.0001342526],"domain_scores_gemma":[0.9992266,0.0001248018,0.000141208,0.0003235739,0.0001665824,0.00001728723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004355285,0.00008443528,0.0004268028,0.08401248,0.001032492,0.00002238885,0.0005786854,0.5360585,0.001588853,0.2298726,0.001102832,0.1452155],"study_design_scores_gemma":[0.0004842469,0.00004835821,0.003143264,0.04749871,0.00009809684,0.00004167251,0.0002326253,0.05375969,0.003926549,0.00004721527,0.8903265,0.0003930767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007277558,0.9630579,0.02727092,0.0001478458,0.001107532,0.0002285716,0.000002339981,0.00005974656,0.0008476326],"genre_scores_gemma":[0.872334,0.1250764,0.001973633,0.00004407212,0.0002967487,0.00006991984,0.000005179637,0.00002957802,0.0001705062],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8892236,"threshold_uncertainty_score":0.3245663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008662594910130134,"score_gpt":0.2390259453981874,"score_spread":0.2303633504880573,"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."}}