{"id":"W4283380433","doi":"10.1063/5.0095535.1","title":"10.1063/5.0095535.1","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; Mechanics; Conical surface; Frustum; Bubble; Jet (fluid); Diffuser (optics); Break-Up; Tube (container); Transient (computer programming); Materials science; 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":[0.0001337762,0.0006637381,0.0005782118,0.0004394552,0.0001286566,0.000508502,0.0008374449,0.0002843794,0.0977376],"category_scores_gemma":[0.0001348043,0.0007684542,0.000303674,0.00059836,0.00006874387,0.000569268,0.0003479135,0.0008436143,0.008092607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105156,"about_ca_system_score_gemma":0.0000457397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002853772,"about_ca_topic_score_gemma":0.00002755076,"domain_scores_codex":[0.9973956,0.00002918692,0.0006183354,0.0005716677,0.000751444,0.0006338067],"domain_scores_gemma":[0.9983435,0.0002311336,0.0001253083,0.001045354,0.00004704177,0.0002076838],"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":[0.00001591389,0.00007299203,9.749573e-7,0.0002130986,0.0001498638,0.00009362993,0.00002821013,0.001140878,0.000004847075,0.00002151446,0.994909,0.003349022],"study_design_scores_gemma":[0.0003414719,0.0001461141,0.00001841559,0.00002491834,0.00005415189,0.0000459793,0.00005494245,0.00008946673,0.000004190277,0.0001892646,0.9981797,0.0008514061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006550298,0.000539168,0.00002303942,0.000009541071,0.001457551,0.0003815787,0.9666912,0.0007373906,0.03009506],"genre_scores_gemma":[0.0004657394,0.00005847773,0.00002286858,0.00009224793,0.0003632442,0.0002983213,0.9941344,0.0001680853,0.004396616],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.089645,"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."}}