{"id":"W4283362224","doi":"10.1063/5.0095535.7","title":"10.1063/5.0095535.7","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); Supercavitation; Pulse (music); 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":[0.000133786,0.0006637052,0.0005781846,0.0004395146,0.0001286558,0.0005084464,0.0008374273,0.0002843662,0.09772436],"category_scores_gemma":[0.0001347896,0.0007684412,0.0003036651,0.0005984408,0.00006874208,0.0005692642,0.0003478987,0.0008436039,0.008092799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510468,"about_ca_system_score_gemma":0.00004573461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856109,"about_ca_topic_score_gemma":0.00002757148,"domain_scores_codex":[0.9973956,0.00002918707,0.0006182992,0.0005716213,0.0007514749,0.000633794],"domain_scores_gemma":[0.9983435,0.0002311475,0.0001253047,0.001045344,0.00004704362,0.0002076564],"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":[0.0000158894,0.00007300263,9.851658e-7,0.0002131404,0.0001498633,0.00009362771,0.00002817664,0.001140574,0.000004836346,0.0000215259,0.9949135,0.003344869],"study_design_scores_gemma":[0.0003412354,0.0001459956,0.00001832499,0.00002492989,0.00005414974,0.00004597965,0.0000548882,0.0000895127,0.000004207979,0.000189284,0.9981802,0.0008513646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006604152,0.0005378643,0.00002283504,0.00000953674,0.00145746,0.0003821474,0.9666851,0.0007363727,0.03010263],"genre_scores_gemma":[0.0004669128,0.0000584696,0.00002284731,0.00009225251,0.0003631804,0.0002987028,0.9941343,0.0001680181,0.004395338],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08963156,"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."}}