{"id":"W2029378193","doi":"10.1122/1.3301245","title":"Rheological properties and microstructural evolution of semi-flexible fiber suspensions under shear flow","year":2010,"lang":"en","type":"article","venue":"Journal of Rheology","topic":"Composite Material Mechanics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Icon; Rheology; Citation; Computer science; Information retrieval; Materials science; World Wide Web; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001392917,0.00009694646,0.0002559747,0.0001006755,0.0000312684,0.0000109301,0.0001016511,0.0001502024,0.0002918783],"category_scores_gemma":[0.00005166319,0.00007190602,0.00004708175,0.00005825925,0.0001163095,0.0001084998,0.00006265246,0.0003085625,0.000006380675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002991716,"about_ca_system_score_gemma":0.00002548897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000071511,"about_ca_topic_score_gemma":0.00000929183,"domain_scores_codex":[0.9993579,0.00003421431,0.0003091985,0.00006716338,0.0000783635,0.0001531668],"domain_scores_gemma":[0.9996059,0.00004345296,0.00008380345,0.00009764318,0.0001091051,0.00006012536],"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":[0.00007756476,0.000009480583,0.000419947,0.00002307362,0.00002973006,0.000006703098,0.00006702816,0.003780305,0.9898672,0.005104951,0.0002229446,0.0003910538],"study_design_scores_gemma":[0.002575746,0.001360844,0.0486004,0.0001844906,0.0001881648,0.01190613,0.0002246133,0.1034706,0.8070795,0.02106654,0.002705805,0.0006371463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951426,0.0004139902,0.002814401,0.0001642135,0.001273209,0.00005215567,0.000001943009,0.00002531086,0.0001121946],"genre_scores_gemma":[0.9925675,0.00003015723,0.007091714,0.00001462646,0.0001163038,5.331523e-7,5.213788e-7,0.00001164211,0.0001670003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827877,"threshold_uncertainty_score":0.3195863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212573688768938,"score_gpt":0.2029527911899612,"score_spread":0.1908270543022718,"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."}}