{"id":"W4283360217","doi":"10.1063/5.0095535.4","title":"10.1063/5.0095535.4","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); Transient (computer programming); Materials science; 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":[0.0001337816,0.0006637402,0.0005782124,0.0004395025,0.0001286797,0.0005084648,0.00083741,0.0002843782,0.09751442],"category_scores_gemma":[0.0001347903,0.0007684515,0.0003036699,0.0005984514,0.00006874475,0.0005692714,0.000347912,0.0008437207,0.008092685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103663,"about_ca_system_score_gemma":0.00004573559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002895715,"about_ca_topic_score_gemma":0.00002759401,"domain_scores_codex":[0.9973955,0.00002918675,0.0006183439,0.0005716789,0.0007514329,0.0006338172],"domain_scores_gemma":[0.9983435,0.0002311096,0.0001253051,0.001045348,0.00004704516,0.0002076686],"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":[0.00001593304,0.00007300568,9.867302e-7,0.0002130797,0.0001498625,0.00009363118,0.0000281171,0.001140697,0.000004774723,0.00002172139,0.9949159,0.003342292],"study_design_scores_gemma":[0.0003418686,0.0001460589,0.00001823607,0.00002492259,0.0000541517,0.00004597956,0.00005425577,0.00008953133,0.000004188391,0.0001891731,0.9981803,0.0008513918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006548245,0.0005390723,0.00002302632,0.000009543992,0.001457528,0.0003816967,0.9666911,0.0007364351,0.03009616],"genre_scores_gemma":[0.0004612586,0.00005846796,0.00002285217,0.00009227054,0.0003632636,0.0002983312,0.9941337,0.0001680165,0.004401908],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08942173,"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."}}