{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001269523,0.0006651761,0.0006680068,0.0003766585,0.00006756048,0.0003656298,0.000665393,0.0004337548,0.005564286],"category_scores_gemma":[0.00008111594,0.0006405883,0.0004780424,0.0004267207,0.00005851011,0.0004850802,0.000108097,0.0004914651,0.02033747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155886,"about_ca_system_score_gemma":0.00002316725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006145283,"about_ca_topic_score_gemma":0.0001200206,"domain_scores_codex":[0.9978458,0.00001722354,0.0005014773,0.0004737697,0.0005606642,0.0006010559],"domain_scores_gemma":[0.9987175,0.00004673204,0.0000918245,0.0008772003,0.00006511402,0.0002016379],"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":[0.0000115214,0.00006518623,0.000005939052,0.000185322,0.0003859987,0.00005684884,0.00001073219,0.00004117135,0.00001058936,0.000002419086,0.9945453,0.004678997],"study_design_scores_gemma":[0.0002354742,0.00007793618,0.00001830689,0.00009316514,0.0002163703,0.00000915588,0.000009632508,0.0001649677,0.00003913303,0.00004430532,0.9983202,0.0007713193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007275203,0.0008492774,0.00006647535,0.000002751591,0.0005448885,0.0001755664,0.9605787,0.0005036403,0.03720596],"genre_scores_gemma":[0.002284332,0.0001226608,0.00002094215,0.00003126148,0.0005056903,0.00004609173,0.9928312,0.0001020988,0.004055765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0331502,"threshold_uncertainty_score":0.9996045,"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."}}