{"id":"W7133097078","doi":"","title":"Small Hydro Project Management","year":2010,"lang":"en","type":"article","venue":"TSpace","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Hydro; Manitoba Hydro","keywords":"Project management; Small hydro; Project planning; Project management triangle; Project plan; Hydro power; Data collection; Extreme project management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005855081,0.00007270558,0.00005334804,0.00006446848,0.00001902449,0.00002182892,0.00009523149,0.00002764529,0.0001607113],"category_scores_gemma":[0.000005079959,0.00007656003,0.00002000019,0.0001128301,0.00001143313,0.00002970538,0.00002321693,0.0001210603,0.0003025506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001980442,"about_ca_system_score_gemma":0.000003276739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316354,"about_ca_topic_score_gemma":0.0000372978,"domain_scores_codex":[0.9996361,0.000003393955,0.00006517068,0.00008715955,0.00006853313,0.0001396776],"domain_scores_gemma":[0.9997326,0.00001290448,0.000008516839,0.0002069695,0.000009013443,0.00003005811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004204849,0.000293032,0.001685045,0.001534892,0.0006771507,0.000192633,0.04000761,0.03317438,0.3630804,0.1455581,0.2760981,0.1376567],"study_design_scores_gemma":[0.0006111703,0.00002642281,0.00350072,0.00001581913,0.00003004181,0.00001118829,0.001056762,0.01326182,0.01061293,0.001297504,0.9691088,0.0004668219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.583589,0.00004303985,0.001463894,0.0001350223,0.0008113377,0.0002582917,0.000001253521,0.0006128585,0.4130853],"genre_scores_gemma":[0.9682721,0.0000126771,0.01552563,0.00005996444,0.0001205043,0.00006516122,0.000005269753,0.00003915154,0.01589954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6930107,"threshold_uncertainty_score":0.3888777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975648598935234,"score_gpt":0.2681882399113825,"score_spread":0.2484317539220302,"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."}}