{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008164662,0.001597724,0.002339983,0.003489916,0.001782952,0.0050241,0.005301312,0.00503186,0.8647243],"category_scores_gemma":[0.001293537,0.0008234803,0.0009391329,0.004621761,0.00131827,0.00310221,0.004392894,0.003249281,0.8623149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200834,"about_ca_system_score_gemma":0.0008462443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484857,"about_ca_topic_score_gemma":0.001888744,"domain_scores_codex":[0.9990548,0.00009057335,0.00004714558,0.0002080795,0.0004237766,0.0001755819],"domain_scores_gemma":[0.9993826,0.0001043673,0.00004306275,0.0001669619,0.0001701836,0.0001329391],"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":[0.0002350448,0.0003534234,0.001130312,0.001725495,0.00008952494,0.0005246653,0.0001702511,0.001446971,0.01787795,0.02769311,0.6191586,0.3295946],"study_design_scores_gemma":[0.00003497682,0.00002755629,0.0003567321,0.0001828285,0.00001222382,0.0002507442,0.00004597117,0.002293806,0.001758368,0.003926378,0.9910739,0.00003649546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001990087,0.00564157,0.01957366,0.001763153,0.00253062,0.000614579,0.01616611,0.01467014,0.93705],"genre_scores_gemma":[0.02742485,0.005174693,0.01439764,0.001881392,0.0006548984,0.00130751,0.03741734,0.004964014,0.9067776],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1352757,"threshold_uncertainty_score":0.1929543,"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."}}