{"id":"W4407316949","doi":"10.1109/ecce55643.2024.10861209","title":"Optimal DC-DC MIC Selection for a Series Stack of PV Modules Connected to the Grid Through a Variable DC Voltage Inverter","year":2024,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stack (abstract data type); Voltage; Electrical engineering; Grid; Variable (mathematics); Inverter; Photovoltaic system; Series (stratigraphy); Selection (genetic algorithm); Computer science; Materials science; Electronic engineering; Engineering; Mathematics; Biology","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":[0.00009824797,0.0004469761,0.0004189772,0.0003220252,0.0002422941,0.0006173451,0.0002659558,0.0002767285,0.001551735],"category_scores_gemma":[0.000208215,0.0002314113,0.0002293947,0.0004446272,0.0001353226,0.0002745345,0.0001566535,0.00027298,0.0001761188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610744,"about_ca_system_score_gemma":0.0002586734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057299,"about_ca_topic_score_gemma":0.002702083,"domain_scores_codex":[0.9999375,0.00001308887,0.000002641274,0.00001320143,0.00002243283,0.00001114768],"domain_scores_gemma":[0.9999576,0.00001311198,0.00001086066,0.000002397312,0.00001272344,0.000003338396],"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":[0.0004678642,0.0003177485,0.004594196,0.0003958477,0.0001465504,0.0002111349,0.0000779985,0.7101101,0.1513226,0.004537595,0.0012392,0.1265792],"study_design_scores_gemma":[0.00004593915,0.0006116088,0.00340378,0.00001629473,0.00009658317,0.00008539521,0.00007492809,0.9654571,0.02736148,0.001210074,0.001622105,0.00001469609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287078,0.0007368473,0.2455448,0.0001678778,0.00003713224,0.0001419585,0.0001495077,0.0002739889,0.02424004],"genre_scores_gemma":[0.9865966,0.000127621,0.0121558,0.00001043183,0.000003474867,0.00002512067,0.00002985436,0.0000121417,0.001038807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551735,"threshold_uncertainty_score":0.005191088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770343694714728,"score_gpt":0.2529169943292879,"score_spread":0.2352135573821406,"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."}}