{"id":"W4243740827","doi":"10.1063/1.3650767.12","title":"10.1063/1.3650767.12","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); Porous medium; Heptane; Speed of sound; Materials science; Acoustics; Porosity; Phase (matter); Acoustic attenuation; Work (physics); Opacity; Acoustic wave; Mixing (physics); Optics; Chemistry; Thermodynamics; 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":[0.0001203736,0.0007088914,0.0007071856,0.0003874022,0.00007265773,0.0003848316,0.000697412,0.0004630654,0.005474492],"category_scores_gemma":[0.00008700629,0.0006840578,0.0005045797,0.0003558926,0.00006025822,0.0005425393,0.0001197555,0.0005167575,0.01777704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126257,"about_ca_system_score_gemma":0.00002533505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006832764,"about_ca_topic_score_gemma":0.0001968949,"domain_scores_codex":[0.9976944,0.00001753191,0.0005346463,0.0005043194,0.0006022594,0.0006467982],"domain_scores_gemma":[0.9986502,0.00004526351,0.0001034946,0.0009222528,0.00006078788,0.0002180276],"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":[0.00001422273,0.00007448392,0.00001016252,0.0002106218,0.0004250046,0.00006510242,0.00001279279,0.0000402724,0.000009351703,0.000002537494,0.9934821,0.005653406],"study_design_scores_gemma":[0.0002757642,0.00008999777,0.00002979779,0.0001119524,0.0002357382,0.00001032818,0.000009775924,0.0001421365,0.00004710165,0.00004278599,0.9981828,0.0008218582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008103353,0.0007500515,0.00006453518,0.000002944806,0.0005821469,0.0001960212,0.9526926,0.0005112495,0.04511945],"genre_scores_gemma":[0.002248169,0.0001287391,0.00002753191,0.00003572633,0.0005556784,0.00004972075,0.9923244,0.000111096,0.004519014],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04060043,"threshold_uncertainty_score":0.9995611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497567564627868,"score_gpt":0.1905366035578049,"score_spread":0.1755609279115262,"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."}}