{"id":"W7106022608","doi":"10.7939/83277","title":"Power Quality and Dynamic Enhancement of Remote Gas Field Generation based on Smart Power Converters","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity generation; Distributed generation; Greenhouse gas; Electric power transmission; Reliability (semiconductor); Converters; Electric power system; Renewable energy; Grid","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":[0.0001102732,0.0002405082,0.0002336809,0.0001756032,0.0001643162,0.0004572726,0.000375172,0.0001665641,0.002317877],"category_scores_gemma":[0.0001343562,0.00009338962,0.0001812917,0.0001770143,0.0001734644,0.0003219334,0.0001618255,0.0002897219,0.0004751185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172853,"about_ca_system_score_gemma":0.000110868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004648547,"about_ca_topic_score_gemma":0.0007757705,"domain_scores_codex":[0.9999194,0.00001370313,0.000003591399,0.00002096636,0.00003317577,0.000009191035],"domain_scores_gemma":[0.9999398,0.00001143019,0.00001259257,0.00001200698,0.00001888733,0.000005347727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007527816,0.0003269092,0.002916104,0.000406754,0.00007129498,0.0005479152,0.0002382147,0.1229375,0.5847455,0.01551516,0.004300919,0.267241],"study_design_scores_gemma":[0.0001163469,0.0008638577,0.004888175,0.00004858748,0.00004882698,0.0003597604,0.00006857398,0.8607818,0.1145389,0.004093105,0.01416297,0.00002910661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4969571,0.0007866699,0.4433687,0.0003189406,0.0001852964,0.0001432919,0.0001266337,0.002396958,0.05571643],"genre_scores_gemma":[0.9920601,0.0001399285,0.005639046,0.0000202951,0.00001266631,0.00001375033,0.00002648349,0.00001251471,0.002075334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002317877,"threshold_uncertainty_score":0.007754087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003939694081407177,"score_gpt":0.17931709800821,"score_spread":0.1753774039268028,"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."}}