{"id":"W419657093","doi":"","title":"The Pico Hydro Market in Vietnam.","year":2003,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Penstock; Turbine; Engineering; Marine engineering; Micro hydro; Hydro power; Geology; Electrical engineering; Mechanical engineering; Geotechnical engineering","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":[0.0002091206,0.0004982454,0.0002239169,0.0007612652,0.001064434,0.002041835,0.0004075737,0.0006861705,0.1857858],"category_scores_gemma":[0.0003852726,0.0002585035,0.0001483531,0.0009752087,0.0004847065,0.001467587,0.001099817,0.0006893503,0.04681474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380942,"about_ca_system_score_gemma":0.002508857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02266518,"about_ca_topic_score_gemma":0.0390402,"domain_scores_codex":[0.999809,0.0000095767,0.000004879512,0.00003372152,0.00008747909,0.00005535239],"domain_scores_gemma":[0.9996057,0.00002389825,0.00002603981,0.00002449767,0.00009246215,0.0002273006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002449648,0.0001297713,0.004060261,0.0004155309,0.00001045598,0.001450527,0.0006359259,0.000332721,0.003435012,0.03178639,0.7872157,0.1702829],"study_design_scores_gemma":[0.00001084843,0.0000313089,0.002952133,0.00004217735,0.000001663984,0.0002709214,0.0002837667,0.000203622,0.0003880518,0.0004271338,0.9953811,0.000007355654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01486038,0.004231738,0.0007391397,0.00318544,0.0007866207,0.0001524499,0.006398875,0.0007106906,0.9689347],"genre_scores_gemma":[0.05075721,0.002043188,0.0004245602,0.000785822,0.0001408388,0.00005212671,0.004080408,0.0001728446,0.9415429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1857858,"threshold_uncertainty_score":0.6215153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005254486212745415,"score_gpt":0.1933003890015617,"score_spread":0.1880459027888163,"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."}}