{"id":"W4249796757","doi":"10.1063/1.3650767.4","title":"10.1063/1.3650767.4","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; Materials science; Porosity; Phase (matter); Acoustics; Work (physics); Mixing (physics); Acoustic attenuation; Opacity; Acoustic wave; Analytical Chemistry (journal); Optics; Chemistry; Thermodynamics; Composite material; 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":[],"category_scores_codex":[0.0009923824,0.005004101,0.002719129,0.004436047,0.001211331,0.004364771,0.005174214,0.004285067,0.2382317],"category_scores_gemma":[0.003549159,0.001155609,0.001725181,0.008518191,0.0007887866,0.002142478,0.003267254,0.002554901,0.5826643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354613,"about_ca_system_score_gemma":0.002035043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563901,"about_ca_topic_score_gemma":0.01664824,"domain_scores_codex":[0.9986494,0.0001501531,0.0001285624,0.0004327326,0.0003974745,0.0002416534],"domain_scores_gemma":[0.9990124,0.0001449321,0.00007178952,0.0004264499,0.0002217289,0.0001226781],"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":[0.00009270252,0.00005969534,0.0012746,0.001187846,0.00006853987,0.00006196261,0.00002601979,0.0008463714,0.000338689,0.0006431952,0.9803599,0.01504043],"study_design_scores_gemma":[0.0001350474,0.00002204551,0.00214578,0.0002566986,0.0000219412,0.00007061092,0.00004436558,0.001061365,0.0006399208,0.001570551,0.9939976,0.00003416325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001423049,0.0001699223,0.0003543503,0.00009163788,0.00006269851,0.00002679587,0.9933947,0.00394239,0.001815259],"genre_scores_gemma":[0.0003161198,0.000126575,0.0004643874,0.00004226117,0.000008747014,0.00006527448,0.9976339,0.0001750853,0.001167541],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7617683,"threshold_uncertainty_score":0.7969644,"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."}}