{"id":"W4210654753","doi":"10.1002/9781119736592.ch4","title":"Grid Connection Studies","year":2022,"lang":"en","type":"other","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Photovoltaic system; Grid-connected photovoltaic power system; Grid; Simulation software; Software; Power station; Engineering; Grid connection; Power (physics); Automotive engineering; Electrical engineering; Maximum power point tracking; Computer science; Operating system; Voltage","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":[0.0004811053,0.0005078093,0.0003571362,0.001065808,0.001105359,0.000998686,0.0008299671,0.0005791605,0.03871094],"category_scores_gemma":[0.001869912,0.0001993577,0.0004178872,0.00205491,0.0002261623,0.001386725,0.0006029667,0.0006820968,0.007241524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070421,"about_ca_system_score_gemma":0.0005725471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307843,"about_ca_topic_score_gemma":0.006716242,"domain_scores_codex":[0.9994953,0.000128923,0.00003678519,0.00009512523,0.000193492,0.00005039422],"domain_scores_gemma":[0.9990233,0.0001930573,0.00009457226,0.0002162022,0.0004151124,0.00005774683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007915267,0.0008975295,0.03036754,0.002218198,0.0001793121,0.002709595,0.002578429,0.06491759,0.01875872,0.1190188,0.2608162,0.4967466],"study_design_scores_gemma":[0.0001417163,0.0006472617,0.02052232,0.0004989507,0.000130061,0.001572776,0.00207223,0.02843971,0.01597215,0.01925416,0.910674,0.00007465523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1405595,0.002138001,0.06132166,0.0008483571,0.0006225987,0.001323452,0.01043161,0.001313145,0.7814417],"genre_scores_gemma":[0.7808754,0.004597525,0.02823959,0.0006136438,0.0001942584,0.0009643198,0.01785608,0.0008507748,0.1658084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03871094,"threshold_uncertainty_score":0.129501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008443473893434361,"score_gpt":0.2042263167513083,"score_spread":0.1957828428578739,"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."}}