{"id":"W2107724830","doi":"10.1109/apec.2010.5433678","title":"A hybrid wind-solar energy system: A new rectifier stage topology","year":2010,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Maximum power point tracking; Photovoltaic system; Rectifier (neural networks); Harmonics; Wind power; Computer science; Maximum power principle; Total harmonic distortion; Renewable energy; Control theory (sociology); Topology (electrical circuits); Electronic engineering; Engineering; Electrical engineering; Voltage; Inverter; Control (management)","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":[0.00009739243,0.0001569732,0.000298713,0.0001300755,0.0001866072,0.0005268054,0.0007590569,0.0004106669,0.004060088],"category_scores_gemma":[0.00008008778,0.0001330459,0.0002620908,0.0002791659,0.0001164809,0.0006840823,0.0002281525,0.0003654855,0.001268622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505047,"about_ca_system_score_gemma":0.0001404051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968136,"about_ca_topic_score_gemma":0.0007046534,"domain_scores_codex":[0.9998822,0.00002029939,0.00000902386,0.00003420105,0.00004544578,0.000008801584],"domain_scores_gemma":[0.9999622,0.000005434177,0.0000047678,0.000007433351,0.00001494555,0.000005295603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000545967,0.0002065914,0.001357144,0.0008393442,0.000172717,0.0009622665,0.0001973871,0.05210103,0.5553211,0.02548445,0.005113408,0.3576986],"study_design_scores_gemma":[0.0005491046,0.002970687,0.006305999,0.0001019651,0.0003106711,0.005727878,0.0001143259,0.6337162,0.2220459,0.01351891,0.1145183,0.000120129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.128918,0.0007223946,0.8199766,0.0002615677,0.0002369605,0.0001622292,0.000304818,0.001740819,0.04767655],"genre_scores_gemma":[0.8774376,0.0003486408,0.1056497,0.0001140865,0.00008577241,0.00007149971,0.0002365929,0.00005382236,0.01600229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004060088,"threshold_uncertainty_score":0.01358235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009971899336234878,"score_gpt":0.2320202318769531,"score_spread":0.2220483325407182,"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."}}