{"id":"W4392022698","doi":"10.15376/frc.2009.1.181","title":"Near-wall Estimates of the Concentration and Orientation Distribution of Semi-dilute Rigid Fiber Suspensions in Poisieulle Flow","year":2009,"lang":"en","type":"article","venue":"","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Orientation (vector space); Materials science; Flow (mathematics); Mechanics; Fiber; Composite material; Physics; Geometry; Mathematics","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":[0.0003273293,0.0003495759,0.0003647888,0.0006128618,0.000331784,0.0004306279,0.0004468554,0.0004111179,0.0003709721],"category_scores_gemma":[0.0008886191,0.000242389,0.0001855889,0.0002132725,0.0005114473,0.0006241543,0.0003926172,0.0004274425,0.0002195955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007368803,"about_ca_system_score_gemma":0.0002774918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577582,"about_ca_topic_score_gemma":0.001376429,"domain_scores_codex":[0.9999148,0.000007282637,0.000003497461,0.00002472445,0.00003218817,0.00001762424],"domain_scores_gemma":[0.999738,0.00009505147,0.00006669573,0.00002560292,0.00004425682,0.00003036631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003291747,0.0001633545,0.01222445,0.00009165402,0.00002374536,0.0002485391,0.0001393587,0.5008753,0.4543535,0.01254479,0.0002298136,0.01877638],"study_design_scores_gemma":[0.000007282731,0.00007120403,0.003264927,0.000004628272,0.000006156553,0.00003331606,0.00002055377,0.9340621,0.06116862,0.001115751,0.0002190312,0.00002642151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8525621,0.0002538621,0.1453513,0.00004416702,0.000009482391,0.00001794876,0.00006842497,0.000177546,0.001515186],"genre_scores_gemma":[0.985396,0.000166623,0.01358708,0.000007204344,0.00000414752,0.00001531999,0.0001050917,0.00001138049,0.0007071915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577582,"threshold_uncertainty_score":0.005346417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132182593176404,"score_gpt":0.2670111846956446,"score_spread":0.2537929253780042,"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."}}