{"id":"W4255369905","doi":"10.1063/1.3650767.2","title":"10.1063/1.3650767.2","year":2011,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Heptane; Bar (unit); Porous medium; Speed of sound; Materials science; Porosity; Phase (matter); Acoustics; Acoustic attenuation; Mixing (physics); Work (physics); Acoustic wave; Opacity; Analytical Chemistry (journal); Chemistry; Optics; Thermodynamics; Chromatography; Composite material; 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":[],"category_scores_codex":[0.0009720076,0.004862968,0.002634395,0.004529552,0.00123375,0.004409297,0.005000078,0.004230125,0.2494786],"category_scores_gemma":[0.003545169,0.00115181,0.001697441,0.008610243,0.0007785751,0.002186524,0.003191894,0.002522097,0.5981448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321898,"about_ca_system_score_gemma":0.00193627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510705,"about_ca_topic_score_gemma":0.01567305,"domain_scores_codex":[0.9986657,0.0001481639,0.0001261365,0.0004457617,0.0003786411,0.0002355518],"domain_scores_gemma":[0.9990284,0.0001461257,0.00007150942,0.0004235927,0.0002094148,0.0001210446],"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":[0.00009328733,0.00006114999,0.001373673,0.001117789,0.00006598825,0.00006215651,0.0000259537,0.0008346005,0.0003363044,0.0006557681,0.9796618,0.0157115],"study_design_scores_gemma":[0.0001254144,0.00002129077,0.00215317,0.0002376078,0.00002083394,0.00007103302,0.00004308078,0.00105564,0.0005829467,0.00148966,0.9941669,0.00003240553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001452639,0.0001605254,0.0003625374,0.00009133291,0.0000602459,0.00002592971,0.9933734,0.003897012,0.00188392],"genre_scores_gemma":[0.0003318285,0.0001253221,0.0004859399,0.00004281681,0.000009229543,0.00006698899,0.9975279,0.0001808406,0.001229249],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7505214,"threshold_uncertainty_score":0.834589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312356622621465,"score_gpt":0.1897693529275505,"score_spread":0.1766457867013358,"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."}}