{"id":"W7096206764","doi":"","title":"Public Centralized Forecasting Registration and Communication Requirements for Distribution Connected Variable Generators","year":2012,"lang":"en","type":"article","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Subject matter; Electricity; Subject (documents); Distribution (mathematics); Subject-matter expert","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004299078,0.0005623349,0.0007728029,0.001480941,0.001932265,0.001985844,0.002209602,0.001598389,0.2024695],"category_scores_gemma":[0.01213044,0.0008520757,0.0003495299,0.001726735,0.0004979586,0.002278827,0.001144048,0.0009915021,0.1372137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408372,"about_ca_system_score_gemma":0.009506525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06433735,"about_ca_topic_score_gemma":0.09896916,"domain_scores_codex":[0.9957905,0.0007920918,0.0003327044,0.0002982519,0.002224192,0.0005621882],"domain_scores_gemma":[0.9862765,0.002987395,0.0007179276,0.002659998,0.006976167,0.0003819791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001826187,0.0001954219,0.001888065,0.0002134754,0.000004966076,0.0002229649,0.0006214822,0.01215837,0.006124238,0.02011902,0.7058289,0.2524404],"study_design_scores_gemma":[0.0001033518,0.0001056132,0.004986259,0.0001846525,0.00001107622,0.0002311996,0.0004708453,0.0194797,0.004436731,0.004385395,0.9655313,0.00007369398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01601664,0.0002656994,0.2385764,0.004185982,0.0006080936,0.004609802,0.03253137,0.03158434,0.6716217],"genre_scores_gemma":[0.1442191,0.0008999888,0.1215896,0.001351773,0.0003520256,0.005466101,0.05306398,0.005624759,0.6674327],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2024695,"threshold_uncertainty_score":0.6773279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753485790806127,"score_gpt":0.2343977582377598,"score_spread":0.1668629003296986,"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."}}