{"id":"W4229924149","doi":"10.1063/1.3650767.10","title":"10.1063/1.3650767.10","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; Materials science; Speed of sound; Acoustics; Porosity; Phase (matter); Work (physics); Diffusion; Acoustic wave; Acoustic attenuation; Opacity; Mixing (physics); Analytical Chemistry (journal); Optics; Chemistry; 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":[0.001003082,0.004874728,0.002556199,0.004310736,0.001154975,0.004149074,0.00496387,0.004142977,0.2274746],"category_scores_gemma":[0.003688377,0.00110098,0.001561475,0.008354929,0.0007710415,0.002172771,0.003125487,0.002425901,0.5692002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270721,"about_ca_system_score_gemma":0.001960816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149372,"about_ca_topic_score_gemma":0.01742945,"domain_scores_codex":[0.9986992,0.0001505782,0.0001242765,0.0004215581,0.0003692124,0.0002351759],"domain_scores_gemma":[0.9990137,0.0001547102,0.00007739002,0.0004176318,0.0002099939,0.0001266282],"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":[0.00009430965,0.00005775351,0.001284868,0.001254423,0.00006377623,0.00005859714,0.00002813868,0.0008165351,0.0003219436,0.0006286977,0.9815637,0.01382739],"study_design_scores_gemma":[0.000141174,0.00002277514,0.002300562,0.0002639488,0.00002195021,0.00007006605,0.00004799719,0.001025491,0.0006303531,0.001630609,0.9938102,0.00003474205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001351666,0.0001493994,0.0002961686,0.0000795532,0.00005349585,0.00002313122,0.994458,0.003229123,0.001576099],"genre_scores_gemma":[0.0003031096,0.0001140642,0.00040464,0.00003880029,0.000008085267,0.00006100598,0.9978905,0.0001563409,0.001023362],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7725254,"threshold_uncertainty_score":0.7609785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395586857741498,"score_gpt":0.193805713366633,"score_spread":0.1798498447892181,"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."}}