{"id":"W2996581151","doi":"10.18280/ejee.210601","title":"An Integrated Approach for Modeling Three-Phase Micro Hydropower Plants","year":2019,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydropower; Phase (matter); Environmental science; Systems engineering; Computer science; Engineering; Physics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002463608,0.0007497211,0.0007257751,0.0004202424,0.0003648268,0.0007968859,0.001210191,0.001257744,0.001979402],"category_scores_gemma":[0.0004811663,0.0005277867,0.001071849,0.0004151428,0.0004411238,0.0008972471,0.0007940945,0.0008777919,0.0003940755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972881,"about_ca_system_score_gemma":0.0008482966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007527213,"about_ca_topic_score_gemma":0.006217264,"domain_scores_codex":[0.9998298,0.00003370458,0.00001043856,0.00003535383,0.00006852423,0.00002212809],"domain_scores_gemma":[0.9998386,0.00005228354,0.00002425958,0.00001723234,0.00005470048,0.00001285844],"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":[0.00001261958,0.00002176858,0.0002710519,0.00002495332,0.00001648795,0.00005142335,0.0000355025,0.9874278,0.00329031,0.004539065,0.0001075088,0.004201577],"study_design_scores_gemma":[0.000002755514,0.000009079275,0.00005393123,0.000002033023,0.000004469814,0.000007204641,0.000004685173,0.9983048,0.0002421578,0.0008048972,0.0005613138,0.000002639391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02437587,0.0001584911,0.9682312,0.00006507652,0.00003298122,0.00006201301,0.0001609021,0.0003955164,0.006517936],"genre_scores_gemma":[0.8099839,0.0005933435,0.1782816,0.00006429976,0.00005210064,0.000476631,0.000427671,0.0001798073,0.009940582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007527213,"threshold_uncertainty_score":0.01496679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195078682144509,"score_gpt":0.2229025543137723,"score_spread":0.2109517674923272,"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."}}