{"id":"W2004276700","doi":"10.1140/epje/i2004-10063-7","title":"Theoretical and experimental comparison of the Soret coefficient for water-methanol and water-ethanol binary mixtures","year":2004,"lang":"en","type":"article","venue":"The European Physical Journal E","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Thermodynamics; Diffusion; Mass flux; Buoyancy; Thermophoresis; Molecular diffusion; Chemistry; Convection; Temperature gradient; Thermal diffusivity; Mole fraction; Mass fraction; Flux (metallurgy); Thermal; Organic chemistry; Meteorology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002581221,0.0001098821,0.00013354,0.00002701606,0.0001501678,0.00004234071,0.0001763345,0.00002199774,0.000007851089],"category_scores_gemma":[0.00001337898,0.00004792472,0.00006610263,0.00002839458,0.0002557673,0.0000586186,0.00009721631,0.0002701656,0.000003020602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000213077,"about_ca_system_score_gemma":0.000003116615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.613795e-7,"about_ca_topic_score_gemma":4.056038e-8,"domain_scores_codex":[0.9993196,0.0001197709,0.000172683,0.00008260983,0.0001530787,0.0001522906],"domain_scores_gemma":[0.9997041,0.00007198061,0.00002802276,0.0001201237,0.00003015588,0.00004564795],"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":[0.00003212988,0.0001159652,0.000004525503,0.00001782901,0.00002997997,0.000001926503,0.004012729,0.005583277,0.9821602,0.005249484,0.0003231321,0.002468825],"study_design_scores_gemma":[0.0003590313,0.0001705113,0.00008143699,0.00003205291,0.00001830748,0.00003986941,0.0001452913,0.003805649,0.9815422,0.01354593,0.0001801078,0.00007957067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926678,0.0001577057,0.003815935,0.0007110276,0.0001481706,0.0001830111,0.000003920286,0.0000618492,0.0022506],"genre_scores_gemma":[0.9994292,0.00001119414,0.0002405623,0.00004209864,0.0002372743,0.000004029904,0.000001309065,0.00002704697,0.000007256631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008296447,"threshold_uncertainty_score":0.1954314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009163144319875624,"score_gpt":0.2582591722449546,"score_spread":0.249096027925079,"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."}}