{"id":"W6958169949","doi":"10.60692/rbk8q-4br13","title":"Hydropower Scheduling in Large Scale Power Systems","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydropower; Hydroelectricity; Electric power system; Renewable energy; Hydro power; Scheduling (production processes); Scale (ratio); Electric power","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":[0.001202914,0.0005104761,0.0007206519,0.0003630892,0.0006769052,0.001502757,0.0006456351,0.0005349837,0.004966857],"category_scores_gemma":[0.003491222,0.000442953,0.0002738329,0.0009270214,0.0005949317,0.001333467,0.0006033513,0.000625274,0.0003422509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203122,"about_ca_system_score_gemma":0.001102815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054666,"about_ca_topic_score_gemma":0.01249681,"domain_scores_codex":[0.9994987,0.0002277256,0.00002252311,0.0001053689,0.00007580751,0.00006989652],"domain_scores_gemma":[0.9985324,0.0009771456,0.0001576645,0.00006685007,0.0001218183,0.0001440876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006110814,0.00003648168,0.0009360448,0.00007438033,0.00003166598,0.0001458693,0.00003860583,0.965208,0.0004473262,0.01421885,0.002648238,0.01615351],"study_design_scores_gemma":[0.00002472237,0.00003610777,0.0005946379,0.000008075316,0.000008512559,0.00003531721,0.00006583095,0.9732861,0.0001526221,0.02392989,0.001851855,0.000006339876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3051371,0.0042658,0.6476665,0.002422589,0.0005219845,0.0003853651,0.0009980265,0.0009600252,0.03764261],"genre_scores_gemma":[0.972308,0.0006385871,0.02201352,0.00006515389,0.0001186901,0.00006424712,0.0001921563,0.00007798041,0.004521578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01054666,"threshold_uncertainty_score":0.02097052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100770959940365,"score_gpt":0.1846586100526878,"score_spread":0.1745815140586513,"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."}}