{"id":"W1995918131","doi":"10.1007/s00397-005-0434-7","title":"Suspensions of Semiflexible Fibers in Polymeric Fluids: Rheology and Thermodynamics","year":2005,"lang":"en","type":"article","venue":"Rheologica Acta","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Rheology; Mesoscopic physics; Polymer; Shear flow; Materials science; Fiber; Thermodynamics; Shear (geology); Polymer science; Physics; Composite material","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":[0.0003089192,0.0002067696,0.0002062071,0.0003825121,0.000350955,0.000541845,0.0001895717,0.0002965395,0.001200345],"category_scores_gemma":[0.0005412532,0.0001504798,0.0001508553,0.0002168405,0.0004159824,0.0009441012,0.000293176,0.0006792464,0.0001708677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474439,"about_ca_system_score_gemma":0.0001638255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004641688,"about_ca_topic_score_gemma":0.0004864193,"domain_scores_codex":[0.9998451,0.00002656931,0.00001211536,0.00005110264,0.00003864533,0.00002634666],"domain_scores_gemma":[0.9997459,0.0001069847,0.00006161852,0.0000158013,0.00002926066,0.00004031841],"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":[0.0002397717,0.00005587791,0.001125721,0.00006454938,0.00001811065,0.0000757418,0.000111054,0.0009319084,0.9916615,0.0009275638,0.0001113574,0.00467684],"study_design_scores_gemma":[0.00002731161,0.0004752048,0.008386288,0.00002390564,0.00002711911,0.0001604914,0.00008385096,0.01239595,0.9758009,0.0009187528,0.001681546,0.00001867882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995005,0.00100423,0.002948005,0.00008735457,0.00002997003,0.00001037189,0.00006933585,0.00002090757,0.0008247849],"genre_scores_gemma":[0.9967749,0.0005189861,0.001272433,0.00004685978,0.00003929683,0.00001059862,0.0001221949,0.00001065112,0.001204044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200345,"threshold_uncertainty_score":0.004015565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009713864029823212,"score_gpt":0.2305119217293001,"score_spread":0.2207980576994769,"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."}}