{"id":"W4229505546","doi":"10.1063/1.4929460.1","title":"10.1063/1.4929460.1","year":2015,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Attenuation; Amplitude; Porous medium; Vibration; Bubble; Porosity; Volumetric flow rate; Acoustics; Mechanics; Analytical Chemistry (journal); Composite material; Chemistry; Optics; Chromatography; Physics","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":[0.0003872344,0.0005984597,0.0006344627,0.0001980022,0.0001482648,0.001336553,0.0009875561,0.0003618153,0.00877241],"category_scores_gemma":[0.0004950146,0.0005271106,0.0002172013,0.0003308919,0.0002103491,0.0009859232,0.0002677092,0.0003246882,0.07881586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024063,"about_ca_system_score_gemma":0.0002150446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007766538,"about_ca_topic_score_gemma":0.00004114738,"domain_scores_codex":[0.9967368,0.00007194983,0.0006246321,0.0008415417,0.001035794,0.0006892743],"domain_scores_gemma":[0.9978357,0.0002197635,0.0003624016,0.0009712224,0.0002298229,0.0003810926],"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":[0.00005727102,0.0001845946,0.000001355742,0.00007723559,0.00002260824,0.00003572736,0.00004176647,0.000002569145,0.0004678207,0.00002655881,0.9982985,0.0007840536],"study_design_scores_gemma":[0.0004597628,0.0003254557,0.000009591432,0.0000527275,0.00004987368,0.00004311931,0.00008944079,9.133346e-7,0.0001082658,0.001240925,0.9969212,0.0006987692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007831169,0.0003023432,0.00001212291,0.00002340244,0.001000421,0.0002947114,0.9740276,0.0002120339,0.02334429],"genre_scores_gemma":[0.001655724,0.00001398842,0.00005082442,0.000255836,0.0007045052,0.00007751379,0.9848936,0.00005859305,0.01228945],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07004344,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395052458596656,"score_gpt":0.2474545317461441,"score_spread":0.2335040071601776,"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."}}