{"id":"W3012319113","doi":"10.1002/cjce.23749","title":"Experimental methods in chemical engineering: Rheometry","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Rheometry; Rheometer; Rheology; Materials science; Viscometer; Viscoelasticity; Viscosity; Polymer science; Composite material; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007344478,0.001861417,0.001993173,0.00492837,0.001644742,0.003556723,0.002886549,0.002344023,0.01898358],"category_scores_gemma":[0.01253916,0.001260187,0.0009745711,0.004962998,0.004492364,0.004038473,0.003906127,0.004905434,0.01831966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427228,"about_ca_system_score_gemma":0.002788256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008149546,"about_ca_topic_score_gemma":0.0007016085,"domain_scores_codex":[0.9887029,0.002647516,0.0009846766,0.002391709,0.004955515,0.0003176977],"domain_scores_gemma":[0.9932019,0.001968267,0.0006933411,0.00201896,0.001863756,0.0002537923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004978626,0.0005720339,0.002862472,0.01122391,0.0002502234,0.0005649291,0.001046726,0.002947693,0.2049567,0.1934999,0.07319118,0.5083864],"study_design_scores_gemma":[0.00008716249,0.0005081179,0.002220809,0.001449357,0.0001152481,0.000794425,0.0002452025,0.004082375,0.1202649,0.04317278,0.8268411,0.00021844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008965181,0.04495152,0.8679572,0.004735367,0.008631561,0.002422062,0.004066014,0.00508143,0.05318971],"genre_scores_gemma":[0.07158324,0.04191798,0.8135608,0.003640287,0.003430071,0.008237616,0.004145175,0.002423924,0.05106089],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01898358,"threshold_uncertainty_score":0.06350636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549527287289541,"score_gpt":0.2514280108183483,"score_spread":0.2359327379454529,"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."}}