{"id":"W4281775791","doi":"10.1063/5.0088065.5","title":"10.1063/5.0088065.5","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; Materials science; Petroleum engineering; Meteorology; Physics; 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":[0.0002905124,0.0005627423,0.0005492887,0.0005004142,0.0003899871,0.001203275,0.001597666,0.0003125645,0.5800425],"category_scores_gemma":[0.000242283,0.0005046217,0.0002698208,0.000664963,0.000209526,0.0006171915,0.0003023903,0.001163633,0.02675367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005638805,"about_ca_system_score_gemma":0.0002322427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038112,"about_ca_topic_score_gemma":0.0021997,"domain_scores_codex":[0.9956306,0.0001283521,0.0005085053,0.0009212934,0.001743511,0.001067798],"domain_scores_gemma":[0.9978599,0.0005246316,0.0001729439,0.0009686443,0.00007061825,0.0004032554],"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":[0.00008803463,0.00007302502,0.0001402041,0.0001014637,0.00008228327,0.0004931941,0.00001109511,0.0008044136,6.016974e-7,2.597861e-7,0.9862416,0.0119638],"study_design_scores_gemma":[0.000275047,0.0006162496,0.0003114877,0.00001604839,0.00003798284,0.0001070742,0.0000407035,0.000860933,0.000001467,0.0001643411,0.9969345,0.0006342148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005553976,0.0003280552,0.00004795261,0.00002775121,0.0005463288,0.0004089349,0.9707093,0.0001158758,0.02776029],"genre_scores_gemma":[0.001396692,0.00009253947,0.00003609993,0.000153826,0.0003467026,0.00001399861,0.9860575,0.00002320647,0.01187943],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5532888,"threshold_uncertainty_score":0.9998336,"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."}}