{"id":"W4230658268","doi":"10.1063/1.3650767.6","title":"10.1063/1.3650767.6","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; Porosity; Acoustics; Phase (matter); Acoustic attenuation; Acoustic wave; Mixing (physics); Work (physics); Opacity; 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":[0.0009923436,0.004942078,0.002599239,0.004349013,0.001199503,0.004235397,0.004951119,0.004227858,0.2278729],"category_scores_gemma":[0.003563144,0.00113381,0.001653287,0.008140806,0.0007759347,0.002129522,0.003179284,0.00245771,0.5752963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270817,"about_ca_system_score_gemma":0.001986959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458417,"about_ca_topic_score_gemma":0.01650276,"domain_scores_codex":[0.9986572,0.0001505723,0.0001279267,0.0004313489,0.0003924819,0.0002403067],"domain_scores_gemma":[0.9990187,0.0001484227,0.00007440632,0.0004192285,0.0002146531,0.0001246751],"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":[0.00009743226,0.00006095184,0.001338417,0.001245138,0.00006826394,0.00006280312,0.0000272844,0.0008479671,0.0003563224,0.0006559149,0.980113,0.01512648],"study_design_scores_gemma":[0.000137337,0.00002308239,0.00225466,0.0002590812,0.00002184613,0.00007049596,0.0000448599,0.001037076,0.0006527429,0.001549164,0.9939156,0.00003399171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000143758,0.0001649942,0.0003364348,0.00008555088,0.00005910595,0.00002578407,0.9938588,0.003570253,0.001755311],"genre_scores_gemma":[0.0003124834,0.0001219467,0.0004445047,0.00004037899,0.000008389928,0.00006136373,0.9977565,0.0001620402,0.001092394],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.772127,"threshold_uncertainty_score":0.7623109,"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."}}