{"id":"W2468405328","doi":"10.1063/1.4954927","title":"Note: Rheological properties of structured fluids: Improvements on the slotted-plate apparatus","year":2016,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rheology; Viscosity; Materials science; Yield (engineering); Shear stress; Shear (geology); Mechanics; Biological fluids; Stress (linguistics); Apparent viscosity; Complex fluid; Shear rate; Composite material; Physics; Chemistry; Chromatography","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":[0.0006299378,0.0001942934,0.0004277269,0.00006035581,0.0001452264,0.000009561783,0.0004710196,0.00008600726,0.0001709797],"category_scores_gemma":[0.000470914,0.00008564901,0.0001364442,0.0002649169,0.0007331381,0.00008586863,0.0002015826,0.0001270021,0.00006245763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004624425,"about_ca_system_score_gemma":0.00003129628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003108252,"about_ca_topic_score_gemma":6.439717e-7,"domain_scores_codex":[0.9982905,0.00006379453,0.0006048912,0.0003339643,0.0004061503,0.0003007258],"domain_scores_gemma":[0.9990079,0.00006630155,0.0002229143,0.0005044719,0.0001535373,0.00004487211],"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":[0.00003256448,0.00006021399,0.0004183545,0.00123212,0.0000871406,5.399086e-7,0.00005298935,9.810383e-7,0.9550695,0.01646341,0.0005830696,0.02599906],"study_design_scores_gemma":[0.001275714,0.0002343387,0.00167776,0.01880141,0.0001326962,0.000007267008,0.00003432863,0.006123532,0.9679189,0.0009106091,0.002423756,0.0004596997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991791,0.004195748,0.000422365,0.0006305226,0.0009227039,0.0006207243,0.00005623215,0.00003557392,0.001325169],"genre_scores_gemma":[0.9922959,0.004112281,0.000277839,0.0001695339,0.00001850865,0.00003817434,0.000005694595,0.00001040728,0.003071715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553936,"threshold_uncertainty_score":0.3492665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935845166707887,"score_gpt":0.2404881731027746,"score_spread":0.2211297214356958,"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."}}