{"id":"W2005781640","doi":"10.1002/cjce.21809","title":"Thermodiffusion effect for a non‐associating mixture in a multi layered system of porous media and fluid layers heated from above","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Space Agency","keywords":"Thermophoresis; Porous medium; Materials science; Porosity; Layer (electronics); Thermodynamics; Binary number; Temperature gradient; Sign (mathematics); Composite material; Nanotechnology; Nanoparticle; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002250635,0.0001173225,0.0002536481,0.0001351901,0.00001940655,0.00002408172,0.0001287434,0.0001492538,0.000006413125],"category_scores_gemma":[0.0003019561,0.00009457774,0.00005315732,0.0001075056,0.00001313379,0.00009252974,0.000006452349,0.0002896472,4.127869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953306,"about_ca_system_score_gemma":0.00004107491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003496428,"about_ca_topic_score_gemma":0.0003763418,"domain_scores_codex":[0.9993283,0.00001309552,0.0003133138,0.00006108714,0.0001029039,0.0001813222],"domain_scores_gemma":[0.9992104,0.0004146805,0.00007642701,0.00007680016,0.00008181709,0.0001398409],"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":[0.000008247308,0.000002907574,0.0003497128,0.0001231413,0.00005526712,0.00000561834,0.0008058152,0.01118139,0.986239,0.0000184093,0.0001566402,0.001053847],"study_design_scores_gemma":[0.0009105909,0.00002925307,0.001631063,0.0004792456,0.00002365976,0.00002266782,0.00006763618,0.4769542,0.5196712,0.00004540976,0.0000154515,0.0001495932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956395,0.0003241601,0.003442827,0.0001415103,0.0001497307,0.0002289712,0.00001891782,0.00003616754,0.00001821008],"genre_scores_gemma":[0.9974445,0.000003194162,0.002419186,0.00001134245,0.00007129099,0.00001827687,0.000003995131,0.00002724628,9.593613e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4665678,"threshold_uncertainty_score":0.5285577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004927411655037813,"score_gpt":0.1813735990044391,"score_spread":0.1764461873494013,"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."}}