{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001555504,0.0007481705,0.0007668174,0.0004143339,0.00007729654,0.0004199969,0.0007480695,0.0004916922,0.0145873],"category_scores_gemma":[0.0001163211,0.000720873,0.0005403118,0.0004683216,0.00006665335,0.0005517804,0.0001290801,0.0004926954,0.03438762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131498,"about_ca_system_score_gemma":0.00002858699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006128078,"about_ca_topic_score_gemma":0.0001287567,"domain_scores_codex":[0.9975563,0.00002140813,0.0005772113,0.0005404893,0.0006345598,0.0006700662],"domain_scores_gemma":[0.9985384,0.00005908797,0.0001125406,0.0009775595,0.00008539219,0.0002270241],"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":[0.00001814375,0.00007704852,0.000004601819,0.0002082623,0.0004403754,0.00006204683,0.00001106731,0.00004416249,0.00001379564,0.000002125015,0.9947544,0.00436396],"study_design_scores_gemma":[0.0002795549,0.00009720235,0.0000174897,0.0001022921,0.0002563838,0.000009202571,0.00001007812,0.0001775873,0.00005102819,0.00003926258,0.9980992,0.0008607114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008184603,0.0008823724,0.0000532688,0.000003348058,0.0005013762,0.0002008066,0.947293,0.0005214462,0.05046257],"genre_scores_gemma":[0.001857669,0.0001055862,0.0000227578,0.00003015277,0.0005677596,0.00005305091,0.9861887,0.0001167508,0.01105762],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03940495,"threshold_uncertainty_score":0.9995242,"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."}}