{"id":"W2241650491","doi":"10.32920/ryerson.14657328","title":"Novel Anti-Islanding Detection Method and Maximum Power Tracking Algorithm for Grid Connected Photovoltaic Systems with Interleaved DC/DC Converters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Photovoltaic system; Maximum power point tracking; Islanding; Converters; Electronic engineering; Computer science; Boost converter; Engineering; Voltage; Electrical engineering; Renewable energy; Distributed generation; Inverter","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007370043,0.0008306701,0.00124873,0.0006222674,0.0002011424,0.0008926287,0.0002580537,0.0007303189,0.0000347229],"category_scores_gemma":[0.00006067562,0.0007858059,0.0002296571,0.0003403525,0.00005783437,0.0002616779,0.0001639134,0.0009302952,0.000004237116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823973,"about_ca_system_score_gemma":0.00005732402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005409103,"about_ca_topic_score_gemma":0.0001614233,"domain_scores_codex":[0.9968602,0.0001292753,0.0009131514,0.001053765,0.0003823393,0.0006612883],"domain_scores_gemma":[0.9981544,0.000376769,0.0003211398,0.0006064784,0.0003749738,0.0001662177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003142108,0.0002016062,0.0009968303,0.01280544,0.008506248,0.0001922128,0.01143209,0.07638353,0.848323,0.00004376908,0.001154088,0.03964696],"study_design_scores_gemma":[0.002179742,0.0001849288,0.0001841864,0.00169605,0.0002576392,0.001067422,0.002679538,0.9015934,0.08802185,0.00001333716,0.0008981493,0.001223757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03058129,0.0004649687,0.9475588,0.000005685313,0.01754318,0.001896415,0.0001720568,0.001351572,0.0004259864],"genre_scores_gemma":[0.9676925,0.00003545575,0.03054952,0.0000182087,0.0004758155,0.0006264868,0.0001255186,0.0002796371,0.0001968542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9371112,"threshold_uncertainty_score":0.9994593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502421746352035,"score_gpt":0.2365304664175615,"score_spread":0.2215062489540412,"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."}}