{"id":"W4233751207","doi":"10.13179/canchemtrans.2016.04.02.0279","title":"Sound Velocity and Isentropic Compressibility of binary Liquid Systems from various Theoretical Models at Temperature range 293.15 to 313.15K","year":2016,"lang":"en","type":"article","venue":"Canadian Chemical Transactions","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Isentropic process; Compressibility; Thermodynamics; Sound (geography); Speed of sound; Range (aeronautics); Binary number; Materials science; Mechanics; Physics; Acoustics; Mathematics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004161356,0.0001782537,0.0002733438,0.00006296398,0.00006735312,0.00001564527,0.0001384604,0.0002195906,0.0001972029],"category_scores_gemma":[0.000009787038,0.0001496325,0.00007205985,0.0001111552,0.0001928626,0.0001036444,0.000007834255,0.0001677099,0.000008122627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210241,"about_ca_system_score_gemma":0.00006790754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496533,"about_ca_topic_score_gemma":0.004658865,"domain_scores_codex":[0.9990727,0.0000303232,0.0002099914,0.0002586582,0.0001095739,0.000318735],"domain_scores_gemma":[0.9988697,0.0001341451,0.00001435178,0.0003004583,0.00003783079,0.0006435187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001267811,0.00003524843,0.00005756729,0.00008686967,0.0001410824,0.00001713401,0.0005284374,0.004968416,0.991048,0.002653361,0.000203999,0.0001331222],"study_design_scores_gemma":[0.007236122,0.0003788357,0.002040831,0.001040986,0.0007107019,0.0001559807,0.0003685086,0.6999059,0.253603,0.02916127,0.002353355,0.003044455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785802,0.0003556096,0.01806085,0.0002290188,0.0002616858,0.000227252,0.001722384,0.00008566335,0.0004772861],"genre_scores_gemma":[0.9996299,0.00003114997,0.0001330606,0.0000368772,0.00006397468,0.00002494813,0.00002228834,0.0000318728,0.00002589832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.737445,"threshold_uncertainty_score":0.6101835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008189754805344588,"score_gpt":0.1895163445060253,"score_spread":0.1813265897006807,"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."}}