{"id":"W4388630202","doi":"10.3390/app132212281","title":"Scripts to Insert Cohesive Elements at the Interfaces between Matrix and Precipitates with Irregular Shapes in Representative Volume Elements in ABAQUS","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Composite Material Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Microscale chemistry; Materials science; Solver; Insert (composites); MATLAB; Finite element method; Computational science; Matrix (chemical analysis); Interface (matter); Computer science; Composite material; Structural engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818604,0.001463274,0.0007748481,0.0009824169,0.0006157095,0.001209444,0.002171283,0.0009432933,0.07362695],"category_scores_gemma":[0.004238931,0.001162815,0.0008709349,0.0004976914,0.0005131168,0.0007410969,0.001043661,0.001814287,0.02033321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007149698,"about_ca_system_score_gemma":0.001439923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006951,"about_ca_topic_score_gemma":0.00316157,"domain_scores_codex":[0.9992825,0.0001190281,0.00009145799,0.0001313171,0.0003063671,0.00006928041],"domain_scores_gemma":[0.9977207,0.001167525,0.0001726588,0.0002165883,0.0006538354,0.00006865156],"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":[0.000815462,0.0006722261,0.007114133,0.003515835,0.0002464006,0.001544258,0.001646493,0.1407111,0.08752444,0.05869172,0.2866498,0.4108682],"study_design_scores_gemma":[0.0004370117,0.0001708222,0.002465541,0.0004338677,0.00006769987,0.0006716581,0.0001592785,0.4307979,0.06890833,0.01865752,0.4770664,0.0001640085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004474929,0.00006513084,0.9017172,0.0000810916,0.0001247548,0.0005400688,0.005527059,0.07917081,0.008298993],"genre_scores_gemma":[0.02980456,0.0001696035,0.909519,0.0002457092,0.0000481546,0.003149061,0.009797595,0.0317669,0.01549947],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.07362695,"threshold_uncertainty_score":0.2463067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847960321398706,"score_gpt":0.2693884876151723,"score_spread":0.2509088844011852,"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."}}