{"id":"W4241964064","doi":"10.1063/1.3650767.1","title":"10.1063/1.3650767.1","year":2011,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Bar (unit); Heptane; Porous medium; Speed of sound; Materials science; Acoustics; Porosity; Phase (matter); Mixing (physics); Acoustic attenuation; Work (physics); Opacity; Acoustic wave; 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":[0.00006483417,0.0007245765,0.0006841202,0.0002308409,0.00005488799,0.0001785331,0.0005854496,0.0005069448,0.001506115],"category_scores_gemma":[0.00005010127,0.0006868083,0.0002688369,0.0002497945,0.00006067304,0.0004954396,0.0001127654,0.0004476034,0.009474663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353121,"about_ca_system_score_gemma":0.00001695333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006658868,"about_ca_topic_score_gemma":0.0000570852,"domain_scores_codex":[0.9980783,0.0000118029,0.0005176718,0.0004584773,0.0003011841,0.0006325211],"domain_scores_gemma":[0.9986807,0.00007056478,0.00009991652,0.0009174552,0.0000438736,0.0001874531],"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":[0.00001242251,0.00003585494,7.035414e-7,0.0003420469,0.0001544078,0.00007491892,0.0000164663,0.0004820691,0.000008791202,0.00001956683,0.9922143,0.006638492],"study_design_scores_gemma":[0.0002352017,0.00007822995,0.00001330355,0.0001664562,0.00004098581,0.00007043546,0.00001664465,0.0005731026,0.00000659127,0.0002000198,0.9977772,0.0008218416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007507572,0.001158851,0.0007251073,0.000001022126,0.001388152,0.0002818104,0.9644396,0.0007740944,0.0311563],"genre_scores_gemma":[0.002708269,0.00013083,0.00004872224,0.00001617609,0.0006690306,0.00009961746,0.9922692,0.0001808226,0.003877354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02782959,"threshold_uncertainty_score":0.9995583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007189863782452322,"score_gpt":0.1889355774260018,"score_spread":0.1817457136435494,"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."}}