{"id":"W4210627833","doi":"10.1002/9781119736592.ch7","title":"PV Power Plant DC Side Design","year":2022,"lang":"en","type":"other","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Electrical engineering; Photovoltaic system; Power (physics); Inverter; Engineering; Reliability (semiconductor); Voltage; Physics","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":[0.0001049826,0.0005381479,0.0003220734,0.0003813144,0.000483524,0.0009692758,0.000692446,0.0004569072,0.01629691],"category_scores_gemma":[0.0001898863,0.0002889856,0.0003196564,0.0003645246,0.0001551722,0.0004462618,0.0003400234,0.0005476604,0.007215387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322729,"about_ca_system_score_gemma":0.0003531676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008415335,"about_ca_topic_score_gemma":0.001182766,"domain_scores_codex":[0.9997645,0.00001879867,0.00000514411,0.00004514653,0.0001508662,0.00001556127],"domain_scores_gemma":[0.9999056,0.000006392961,0.000007825324,0.0000122187,0.00006096261,0.000007063566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000301992,0.0001451529,0.001746852,0.001277789,0.00006397272,0.0003537209,0.0001995061,0.07971094,0.2748532,0.03664286,0.03349606,0.5712079],"study_design_scores_gemma":[0.00009582831,0.0006032003,0.002218273,0.0001574965,0.00008893303,0.001094208,0.0001041236,0.1717787,0.2116543,0.007460751,0.6046827,0.00006139291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02568085,0.001353241,0.7215412,0.0003064242,0.0003534062,0.0004177017,0.0008200726,0.002691532,0.2468356],"genre_scores_gemma":[0.5478623,0.00225715,0.2495625,0.0003921701,0.0002210775,0.0005789904,0.001172662,0.0009434544,0.1970096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01629691,"threshold_uncertainty_score":0.05451864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887226967433061,"score_gpt":0.2301911425950453,"score_spread":0.2113188729207147,"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."}}