{"id":"W4244582146","doi":"10.1063/1.3650767.11","title":"10.1063/1.3650767.11","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); Work (physics); Mixing (physics); Acoustic attenuation; Acoustic wave; Opacity; 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":[0.00007112433,0.0007776418,0.000735778,0.0002485025,0.00005983103,0.0001905594,0.0006286002,0.0005427191,0.001457035],"category_scores_gemma":[0.00005515274,0.0007389219,0.0002900643,0.0002697937,0.00006594107,0.0005344947,0.000124367,0.0004111125,0.007459765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438789,"about_ca_system_score_gemma":0.00001857812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135047,"about_ca_topic_score_gemma":0.0001489492,"domain_scores_codex":[0.9979271,0.00001323758,0.0005585215,0.0004957997,0.0003237958,0.0006815035],"domain_scores_gemma":[0.9985831,0.00007862376,0.0001103503,0.0009771282,0.00004775426,0.0002030665],"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":[0.00001086608,0.00004038822,0.000001903403,0.0003713719,0.0001356155,0.00008301059,0.0000186453,0.000517089,0.0000083713,0.00002724255,0.99395,0.00483551],"study_design_scores_gemma":[0.0002540746,0.0000712309,0.00001945912,0.0001817602,0.00004540848,0.00007668886,0.00001994934,0.0006011889,0.000007497256,0.0001739671,0.9976668,0.000882003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001522609,0.001014889,0.0008044973,0.00000128656,0.001502739,0.0003118077,0.9747452,0.0008237351,0.02064359],"genre_scores_gemma":[0.003764616,0.0001143398,0.00005407538,0.00001741372,0.0007163952,0.0001058279,0.9911169,0.0001996941,0.00391069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0167329,"threshold_uncertainty_score":0.9995062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007447447132312037,"score_gpt":0.1915897334725922,"score_spread":0.1841422863402801,"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."}}