{"id":"W4307159773","doi":"10.1002/cjce.24733","title":"Time‐dependent viscosity of structured clay suspensions","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thixotropy; Viscosity; Colloid; Relative viscosity; Rheology; Apparent viscosity; Slurry; Shear rate; Reduced viscosity; Brownian motion; Mineralogy; Chemistry; Materials science; Composite material; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001554825,0.0002092718,0.0001650991,0.0003083839,0.0001334433,0.0002953125,0.0001286496,0.0001593393,0.00100006],"category_scores_gemma":[0.0004754738,0.0001006758,0.0001135997,0.0001999589,0.0001950326,0.0002097093,0.0001568852,0.0004703908,0.0001140171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121004,"about_ca_system_score_gemma":0.0001286144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353804,"about_ca_topic_score_gemma":0.001044309,"domain_scores_codex":[0.9998442,0.00001694404,0.00001004021,0.00003771772,0.00005982698,0.0000313152],"domain_scores_gemma":[0.9997432,0.00005815493,0.00007424968,0.00001200144,0.00007712709,0.00003528772],"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":[0.00005865851,0.000006310367,0.0004826443,0.00002052394,0.000005833653,0.00003629284,0.00006323702,0.0001051487,0.9982044,0.00002429625,0.0000142907,0.0009782863],"study_design_scores_gemma":[0.000007974906,0.0002051271,0.01000768,0.000008550019,0.00001522773,0.00006863509,0.00009767701,0.001704475,0.9872696,0.00003291665,0.0005677692,0.00001433061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963096,0.0003203349,0.002196177,0.0000319793,0.00001658246,0.00001498847,0.0002632482,0.0000393372,0.0008076412],"genre_scores_gemma":[0.9978712,0.0001397699,0.001004172,0.00001431484,0.000006685956,0.00001171244,0.0001729326,0.0000112458,0.0007680635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001353804,"threshold_uncertainty_score":0.00334549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005061019490886715,"score_gpt":0.1643174113767339,"score_spread":0.1592563918858472,"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."}}