{"id":"W4283465539","doi":"10.1063/5.0095535.5","title":"10.1063/5.0095535.5","year":2022,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cavitation; Conical surface; Mechanics; Frustum; Bubble; Jet (fluid); Diffuser (optics); Break-Up; Tube (container); Materials science; Transient (computer programming); Pulse (music); Supercavitation; Physics; Optics; Mechanical engineering; Engineering; Composite material; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001337216,0.0006636392,0.0005781014,0.0004393529,0.0001285807,0.000507638,0.0008372799,0.0002842966,0.09773885],"category_scores_gemma":[0.0001347569,0.0007683549,0.0003036456,0.0005981867,0.00006844287,0.000569127,0.0003478778,0.0008434149,0.008100243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196239,"about_ca_system_score_gemma":0.00004631291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002857265,"about_ca_topic_score_gemma":0.0000279167,"domain_scores_codex":[0.9973963,0.00002918127,0.0006181959,0.0005715149,0.000751179,0.000633593],"domain_scores_gemma":[0.9983441,0.0002309098,0.0001252774,0.001045049,0.00004703193,0.0002075904],"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":[0.00001589743,0.0000718591,9.737398e-7,0.0002131017,0.0001498467,0.00009359956,0.0000284095,0.001184692,0.000004756766,0.00002133218,0.9948937,0.003321885],"study_design_scores_gemma":[0.0003407173,0.0001459806,0.00001826435,0.00002492009,0.00005414648,0.00004596071,0.00005552027,0.0000902006,0.000004115482,0.0001864866,0.9981824,0.0008512806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006614467,0.0005384453,0.00002283423,0.000009382053,0.001457457,0.0003816656,0.9668638,0.0007364502,0.02992386],"genre_scores_gemma":[0.0004749795,0.00005844749,0.00002282298,0.00009221587,0.0003629954,0.0002983165,0.9941295,0.0001680084,0.004392688],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08963861,"threshold_uncertainty_score":0.9994767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006655368494179596,"score_gpt":0.2061299798585519,"score_spread":0.1994746113643723,"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."}}