{"id":"W6967999653","doi":"10.5281/zenodo.15259764","title":"FINITE ELEMENT METHOD STUDY OF THE CRACK/CAVITY INTERACTION IN THE BI-MATERIALS","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Numerical methods in engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Finite element method; Perpendicular; Position (finance); Plane (geometry); Stress (linguistics); Ceramic; Crack tip opening displacement; Extended finite element method","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":[0.0004843054,0.0003091635,0.0004498981,0.0003791792,0.0002830421,0.000475965,0.0006727858,0.001117948,0.002556514],"category_scores_gemma":[0.001115621,0.0002648768,0.0003149726,0.0002617931,0.0005033166,0.0003616283,0.0003756221,0.0004581058,0.0004328687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614659,"about_ca_system_score_gemma":0.0004790782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094357,"about_ca_topic_score_gemma":0.001645895,"domain_scores_codex":[0.9998199,0.00005768231,0.000006103536,0.00001939522,0.00007548727,0.00002151167],"domain_scores_gemma":[0.9994093,0.0003954576,0.00004237733,0.00003869924,0.00009224583,0.00002194054],"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":[0.0001416078,0.0001730486,0.001647705,0.0001821712,0.00003496762,0.0001685071,0.0002184916,0.9022825,0.07018493,0.01249602,0.0003827721,0.0120872],"study_design_scores_gemma":[0.000005473669,0.00002166378,0.0001661984,0.000004586591,0.000001782448,0.00001757613,0.0000122291,0.9978178,0.001493693,0.0001996778,0.0002556287,0.00000376636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5282854,0.0005120016,0.4527286,0.0002989973,0.00008170234,0.0001035274,0.0001778444,0.0003792993,0.01743272],"genre_scores_gemma":[0.9082985,0.0001373752,0.0855919,0.00006256894,0.00001172143,0.0001241278,0.00008838996,0.00008461784,0.005600872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002556514,"threshold_uncertainty_score":0.008552372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744680759089931,"score_gpt":0.310625612028557,"score_spread":0.2731788044376577,"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."}}