{"id":"W2096641117","doi":"10.1139/p10-001","title":"Estimation of acoustic nonlinearity parameter and molecular characteristics of ternary liquid mixtures at different temperatures","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Thermodynamic properties of mixtures","field":"Chemical Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ternary operation; Benzene; Quinoline; Physics; Pyridine; Nonlinear system; Thermodynamics; Physical chemistry; Organic chemistry; Chemistry; Quantum mechanics","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":[0.00005586215,0.0001359526,0.0003012438,0.00006123193,0.00002827988,0.0000131133,0.0001921146,0.00009362873,0.00001901911],"category_scores_gemma":[0.0002583831,0.0001105866,0.00008667833,0.00004027227,0.0001343071,0.0000694925,0.00002775479,0.0003897486,3.242689e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622386,"about_ca_system_score_gemma":0.00009413411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002455013,"about_ca_topic_score_gemma":0.0002762258,"domain_scores_codex":[0.9992721,0.00001619741,0.0003298891,0.00008238525,0.0001429699,0.0001564438],"domain_scores_gemma":[0.9991629,0.00006967543,0.0002476286,0.0001718085,0.000124025,0.0002240182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005794302,0.00002247306,0.0004307712,0.0001204111,0.00006577963,0.0000259071,0.0002151344,0.001640281,0.9949207,0.0001757045,0.00002730024,0.002297648],"study_design_scores_gemma":[0.0003528973,0.000187946,0.00436448,0.000193071,0.0001094639,0.00007507944,0.00001255227,0.05904168,0.934916,0.0005272703,0.00003029687,0.0001893067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959797,0.0002270494,0.003357744,0.00005892303,0.0002158748,0.00005026068,0.00009054077,0.000003948086,0.00001593002],"genre_scores_gemma":[0.9987434,0.000006956662,0.001039418,0.00003928419,0.0001237745,6.761379e-7,0.00001176179,0.00002167878,0.00001302061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0600047,"threshold_uncertainty_score":0.4509592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004971237053319644,"score_gpt":0.1969590473044416,"score_spread":0.191987810251122,"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."}}