{"id":"W4404027418","doi":"10.1016/j.compscitech.2024.110940","title":"Open source tool for Micro-CT aided meso-scale modeling and meshing of complex textile composite structures","year":2024,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Materials science; Composite number; Textile; Composite material; Scale (ratio)","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":[0.0006628263,0.001306548,0.001064996,0.0009888682,0.0005420493,0.001419196,0.003662602,0.0019927,0.0534004],"category_scores_gemma":[0.001728273,0.001260723,0.001335054,0.0007282128,0.0004630503,0.0008488853,0.001486499,0.001602793,0.008838491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102999,"about_ca_system_score_gemma":0.001243127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464316,"about_ca_topic_score_gemma":0.007371242,"domain_scores_codex":[0.9996749,0.00002697324,0.00002430141,0.00005269564,0.0001735711,0.00004764496],"domain_scores_gemma":[0.9993116,0.0003634287,0.00005159889,0.00008001806,0.0001462962,0.00004706613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008705169,0.0006999724,0.004825153,0.00345089,0.0008222787,0.001727652,0.001118761,0.2990262,0.08049465,0.02944675,0.1918422,0.385675],"study_design_scores_gemma":[0.0002312925,0.00007398921,0.001232408,0.0001424956,0.00006985544,0.0004872802,0.00009482155,0.8765665,0.03076923,0.007230029,0.08298473,0.000117349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01464433,0.0002729615,0.832089,0.0001864873,0.0002114236,0.0002656647,0.009654761,0.1331941,0.009481276],"genre_scores_gemma":[0.2143185,0.0006801177,0.6920925,0.0005339924,0.00009594164,0.001823563,0.02337341,0.04168663,0.02539532],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0534004,"threshold_uncertainty_score":0.1786422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343831536281555,"score_gpt":0.315181432080878,"score_spread":0.2807982784527224,"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."}}