{"id":"W3004993266","doi":"","title":"Investigation of Approach Conditions for Very Low Head (VLH) Water-Turbine Performance","year":2011,"lang":"en","type":"article","venue":"","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Head (geology); Computer science; Operations management; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844531,0.0002320729,0.000396647,0.0002543166,0.000632058,0.0007429127,0.0003208802,0.0004257912,0.002714837],"category_scores_gemma":[0.001126437,0.0001407654,0.0001837276,0.0002180185,0.0003919381,0.0005269919,0.0004573072,0.0004519829,0.0005464965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233048,"about_ca_system_score_gemma":0.0006189204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076716,"about_ca_topic_score_gemma":0.003478715,"domain_scores_codex":[0.9997155,0.00002620488,0.000008158671,0.00004725339,0.0001047276,0.00009818003],"domain_scores_gemma":[0.9994333,0.000247143,0.00009556405,0.00002360914,0.0001473983,0.00005297713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006847749,0.00009631429,0.005383766,0.0001556554,0.00001010861,0.0002285207,0.0003402581,0.003848505,0.98044,0.0005263986,0.0003492738,0.007936558],"study_design_scores_gemma":[0.00004022386,0.001520713,0.02619456,0.00002260586,0.00003076756,0.000212628,0.0008161759,0.0161025,0.9525027,0.0002726225,0.002242139,0.00004240698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944751,0.0001796216,0.003575336,0.00004343491,0.00001174964,0.00002065842,0.0001290665,0.00008307723,0.001481994],"genre_scores_gemma":[0.9990965,0.00006287673,0.0004846305,0.00001010048,0.000005332191,0.00000919831,0.00007029306,0.00001696289,0.0002442056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714837,"threshold_uncertainty_score":0.009082079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020802441223994,"score_gpt":0.2104418387890835,"score_spread":0.1702338143768435,"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."}}