{"id":"W2012331822","doi":"10.1109/tste.2014.2359795","title":"Solar Power Shaping: An Analytical Approach","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dimensioning; Energy storage; Sizing; Computer science; Solar power; Electric power system; Grid; Key (lock); Reliability engineering; Distributed generation; Renewable energy; Power (physics); Engineering; Electrical engineering; Aerospace engineering","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":[0.0004625476,0.0009579869,0.0007944646,0.0007960018,0.0005898952,0.001535584,0.001319415,0.001341456,0.005211891],"category_scores_gemma":[0.002586399,0.0006539499,0.001022581,0.0007632876,0.0009794155,0.001723016,0.001291191,0.001252048,0.0009676278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241161,"about_ca_system_score_gemma":0.0009670657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005254553,"about_ca_topic_score_gemma":0.003246422,"domain_scores_codex":[0.9997435,0.0000616129,0.000009918966,0.00004376411,0.0001047564,0.0000364181],"domain_scores_gemma":[0.9995016,0.0002210175,0.000072517,0.00005572844,0.0001248754,0.00002426959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001301323,0.00003688632,0.0002582514,0.0001021818,0.00001418015,0.0001493568,0.00009143584,0.9062365,0.00225075,0.08029766,0.001735695,0.008814155],"study_design_scores_gemma":[0.000001601253,0.000005819551,0.00003368354,0.0000125774,0.000002882709,0.00002246235,0.00001273712,0.9866062,0.0001735672,0.0118822,0.001241943,0.000004322468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01327478,0.002394786,0.9147549,0.001575668,0.0001901412,0.0001013868,0.0002250718,0.0003258855,0.0671573],"genre_scores_gemma":[0.8669211,0.007047425,0.08849963,0.0009027335,0.0005186437,0.0003537228,0.0001976716,0.0003608731,0.03519823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005254553,"threshold_uncertainty_score":0.01743549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00842325861250808,"score_gpt":0.1982139351222484,"score_spread":0.1897906765097403,"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."}}