{"id":"W4399802243","doi":"10.1007/s00397-024-01461-z","title":"Coupling slip and thixotropy to model the transient rheological behaviour of kaolinite suspensions","year":2024,"lang":"en","type":"article","venue":"Rheologica Acta","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thixotropy; Rheology; Kaolinite; Transient (computer programming); Materials science; Slip (aerodynamics); Non-Newtonian fluid; Coupling (piping); Mechanics; Composite material; Thermodynamics; Physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416093,0.0005097968,0.0004032397,0.0004259246,0.000304577,0.0006404826,0.0006705835,0.00132984,0.0008183218],"category_scores_gemma":[0.0007718737,0.0003156652,0.0004950478,0.0002201747,0.0004865394,0.0005997265,0.0004604909,0.0007767684,0.0001444778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006623716,"about_ca_system_score_gemma":0.0005906882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008071942,"about_ca_topic_score_gemma":0.004515291,"domain_scores_codex":[0.9999377,0.00001419488,0.000003827869,0.00001159295,0.00001502823,0.00001766486],"domain_scores_gemma":[0.9997171,0.0001404421,0.00005203476,0.00001932923,0.00003635135,0.00003477155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007968187,0.000153672,0.001344969,0.00004176475,0.00002264614,0.00007674662,0.00006380321,0.9727699,0.02103033,0.002372412,0.0001061976,0.00193798],"study_design_scores_gemma":[0.000005236326,0.00001269271,0.0001171998,8.77324e-7,0.000002219451,0.000002706243,0.000003299956,0.9988475,0.0008493651,0.00011298,0.00004342709,0.000002473673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324812,0.0002707539,0.06251211,0.0002026882,0.00007141865,0.00007888794,0.00007679104,0.000189675,0.004116644],"genre_scores_gemma":[0.9959888,0.0001091319,0.00213671,0.00002021159,0.00001084104,0.00003757272,0.00003447744,0.00002192943,0.00164022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008071942,"threshold_uncertainty_score":0.01604986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217129964053502,"score_gpt":0.2613715970745449,"score_spread":0.2392002974340099,"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."}}