{"id":"W4241873278","doi":"10.1063/1.3650767.8","title":"10.1063/1.3650767.8","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; Bar (unit); Heptane; Porous medium; Speed of sound; Acoustics; Materials science; Porosity; Phase (matter); Work (physics); Mixing (physics); Acoustic attenuation; Opacity; Acoustic wave; Optics; Chemistry; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000124926,0.0006645538,0.0006660516,0.0003753353,0.00006729653,0.0003675316,0.0006634452,0.0004328327,0.005699389],"category_scores_gemma":[0.00008048071,0.0006396558,0.0004783925,0.0004249484,0.00005922904,0.0004912771,0.0001091158,0.0004859245,0.02103346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156897,"about_ca_system_score_gemma":0.00002351911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006373382,"about_ca_topic_score_gemma":0.0001270916,"domain_scores_codex":[0.997852,0.00001697622,0.0005005724,0.0004714448,0.0005608725,0.0005980809],"domain_scores_gemma":[0.9987245,0.00004643806,0.00009166522,0.0008711728,0.00006497149,0.000201231],"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":[0.00001170567,0.000065216,0.000006163961,0.0001833488,0.0003913488,0.00005884444,0.00001091193,0.00003975908,0.00001064251,0.000002642022,0.9948212,0.004398244],"study_design_scores_gemma":[0.0002351477,0.00007853613,0.00001932556,0.00009106926,0.000219467,0.000009261707,0.000009200422,0.00015287,0.0000410106,0.0000469318,0.9983278,0.0007694102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007545097,0.0008607658,0.00006264062,0.00000281911,0.0005467722,0.0001792429,0.959692,0.000503859,0.03807647],"genre_scores_gemma":[0.002183719,0.0001233331,0.00002086684,0.00003203754,0.0005083911,0.00004543414,0.9929602,0.0001035016,0.00402253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03405394,"threshold_uncertainty_score":0.9996055,"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."}}