{"id":"W4298908389","doi":"","title":"Influence of porosity, fiber radius and fiber orientation on anisotropic transport properties of random fiber structures","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Fiber; Porosity; RADIUS; Anisotropy; Composite material; Orientation (vector space); Optics; Computer science; Geometry; Physics; 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":[0.0004002599,0.0002026839,0.0001918417,0.0003040548,0.0002004776,0.0004626574,0.0001459867,0.0002364823,0.001022876],"category_scores_gemma":[0.0020511,0.000164745,0.0001171805,0.0002265698,0.000485404,0.0002870415,0.0001922772,0.0001580659,0.000125807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433632,"about_ca_system_score_gemma":0.0001931877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009896995,"about_ca_topic_score_gemma":0.001030596,"domain_scores_codex":[0.999866,0.00003099354,0.000005895139,0.00003192038,0.00002806712,0.00003725836],"domain_scores_gemma":[0.9979595,0.001421923,0.0002827019,0.00009507893,0.000154956,0.00008581846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001807994,0.000144543,0.005465783,0.0001939033,0.000039667,0.0003996771,0.0002192157,0.08209237,0.8989572,0.001533413,0.0003280787,0.00881826],"study_design_scores_gemma":[0.00004402577,0.0004624789,0.01672939,0.00003279984,0.0001030234,0.0002788162,0.000198963,0.1982392,0.7825701,0.0006868732,0.0006022464,0.00005209352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970182,0.0001824116,0.001815494,0.00002636522,0.000006095437,0.000002867604,0.0000403473,0.00003036566,0.0008779392],"genre_scores_gemma":[0.9996111,0.00006353835,0.0001794636,0.000001966616,0.000001347445,0.000001104087,0.00001185467,0.000009604033,0.0001199882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001022876,"threshold_uncertainty_score":0.003421843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026089516583637,"score_gpt":0.2480319197145489,"score_spread":0.2277710245487125,"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."}}