{"id":"W4281972514","doi":"10.1063/5.0088065.2","title":"10.1063/5.0088065.2","year":2022,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Office of Naval Research; Japan Society for the Promotion of Science","keywords":"Bubble; RADIUS; Mechanics; Air bubble; Environmental science; Focus (optics); Petroleum engineering; Materials science; Meteorology; Physics; Optics; Geology; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002953825,0.000562952,0.0005504129,0.0005013364,0.0003935884,0.001201809,0.001596044,0.0003129812,0.5790932],"category_scores_gemma":[0.0002507843,0.0005047666,0.0002695254,0.0006668753,0.0002092451,0.0006083491,0.0003005081,0.001179471,0.02724342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005532608,"about_ca_system_score_gemma":0.0002301076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948397,"about_ca_topic_score_gemma":0.00208629,"domain_scores_codex":[0.9956205,0.0001309043,0.0005076913,0.0009249431,0.001745858,0.001070092],"domain_scores_gemma":[0.9978418,0.0005308779,0.0001727269,0.0009753176,0.00007078106,0.0004085194],"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":[0.00008802125,0.00007375734,0.0001337245,0.0001009525,0.00008337735,0.0004944856,0.00001153046,0.0007828322,5.974135e-7,2.503382e-7,0.9855658,0.01266463],"study_design_scores_gemma":[0.0002749473,0.0006235305,0.0002916102,0.0000164329,0.00003799872,0.0001107505,0.00004286578,0.0008785334,0.000001475572,0.0001609186,0.9969264,0.0006345058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005569986,0.0003378977,0.00004845003,0.00002796831,0.000548902,0.000403087,0.9713235,0.0001181117,0.02713634],"genre_scores_gemma":[0.001414923,0.00009750322,0.00003585958,0.000151329,0.0003450945,0.00001400439,0.9860436,0.0000232487,0.01187444],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5518498,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703574626311088,"score_gpt":0.2429157120392593,"score_spread":0.2258799657761484,"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."}}