{"id":"W7133007392","doi":"","title":"Unknown Hydro Unknowns","year":2012,"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":"","keywords":"Casing; Key (lock); Series (stratigraphy); Draft tube","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000844328,0.00008911233,0.00007709256,0.00004741935,0.0000250432,0.00001308371,0.00007433367,0.00003667277,0.0008804034],"category_scores_gemma":[0.00001693885,0.00009344544,0.00002724771,0.0001391952,0.00001514252,0.0001306357,0.00001758167,0.00008605223,0.002172454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006625098,"about_ca_system_score_gemma":0.000004175344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006286677,"about_ca_topic_score_gemma":0.000003130803,"domain_scores_codex":[0.9994854,0.000008470241,0.000081518,0.00006002067,0.00009389169,0.0002707326],"domain_scores_gemma":[0.9996501,0.00003578885,0.00001043738,0.0001805346,0.00001244446,0.0001107263],"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":[0.00002482829,0.0003925891,0.01284601,0.000486781,0.0004095033,0.00001417081,0.08253869,0.07434021,0.1937713,0.1613525,0.4365517,0.03727176],"study_design_scores_gemma":[0.0003174854,0.0000151412,0.006767733,0.00001274409,0.00002004485,0.00001006651,0.0005196763,0.004102972,0.0149645,0.0004750629,0.9724112,0.0003833285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049976,0.001031002,0.002360695,0.0001800887,0.001179647,0.0001042503,0.00000189243,0.0007462678,0.3893986],"genre_scores_gemma":[0.9891021,0.00001079026,0.001110138,0.00004506227,0.0002659429,0.00001391411,0.000004398834,0.00003254868,0.009415115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5358596,"threshold_uncertainty_score":0.9986045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585680357653535,"score_gpt":0.2761387868134116,"score_spread":0.2602819832368762,"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."}}