{"id":"W2197365757","doi":"","title":"Sizing and control of flywheel energy storage for Ramea wind-hydrogen-diesel hybrid power system","year":2011,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flywheel; Automotive engineering; Diesel generator; Engineering; Wind power; Energy storage; Diesel fuel; Sizing; Electric power system; Electrical engineering; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005557956,0.0005050423,0.0009417479,0.001424286,0.0008149795,0.00009267465,0.0008483613,0.0006512723,0.0000252048],"category_scores_gemma":[0.00007472022,0.0006479056,0.0003734394,0.0006454363,0.0002258046,0.0005322925,0.0001310203,0.0006451647,0.000004164643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008878807,"about_ca_system_score_gemma":0.0004864573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008608821,"about_ca_topic_score_gemma":0.0001620272,"domain_scores_codex":[0.9969757,0.0004564542,0.0004132283,0.0007456323,0.0006643968,0.0007446361],"domain_scores_gemma":[0.99734,0.0003566499,0.0002819018,0.000536191,0.001132222,0.0003530784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1083735,0.001684452,0.0003836874,0.01884829,0.01749281,0.01149511,0.01471142,0.05354852,0.6270796,0.1059923,0.01911099,0.0212794],"study_design_scores_gemma":[0.05092629,0.003464367,0.0002588362,0.002072941,0.004394434,0.0001328854,0.03406845,0.08075239,0.2063825,0.0003185286,0.6117768,0.005451513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695489,0.006763401,0.03722682,0.0000343108,0.05883318,0.007619954,0.001915745,0.002112652,0.215945],"genre_scores_gemma":[0.9799881,0.0005743458,0.0002489215,0.000001867696,0.00221437,0.00000203525,0.0003171527,0.0001192105,0.016534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5926659,"threshold_uncertainty_score":0.9995972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012072274270539,"score_gpt":0.1971176270127979,"score_spread":0.1869969042700925,"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."}}