{"id":"W2806857267","doi":"10.5267/j.esm.2018.5.004","title":"XFEM fracture analysis by applying smoothed weighted functions with compact support","year":2018,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Numerical methods in engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tehran","keywords":"Fracture (geology); Materials science; Structural engineering; Computer science; Composite material; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000276549,0.0005331644,0.0006690271,0.0003869424,0.0001174665,0.00008054706,0.0003384915,0.0002287097,0.0003448221],"category_scores_gemma":[0.00005447367,0.0005098375,0.0001901357,0.002008652,0.00002436903,0.0002026078,0.00003441795,0.0006067696,0.00008640828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983153,"about_ca_system_score_gemma":0.00001895959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001081636,"about_ca_topic_score_gemma":0.000005139198,"domain_scores_codex":[0.9979669,0.00002268362,0.0004253089,0.000421923,0.0003844799,0.0007786768],"domain_scores_gemma":[0.9987327,0.0001371256,0.00006121806,0.0006628803,0.00009414674,0.000311963],"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":[0.0000133846,0.00003388579,0.00007571623,0.00006672954,0.001613642,0.00001339112,0.0001986524,0.9621892,0.03129607,0.0003269852,0.002553295,0.001619035],"study_design_scores_gemma":[0.0002932944,0.0001311935,0.00007476022,0.00003273127,0.0004582676,0.00001716783,0.00004101643,0.8993824,0.0266149,0.00004742831,0.07223729,0.000669562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005680954,0.0001713228,0.9900579,0.00003160304,0.0008204908,0.0002782371,0.00004755192,0.002179268,0.0007327044],"genre_scores_gemma":[0.9366155,0.00002483196,0.06241993,0.00007208981,0.0003237446,0.00007290129,0.00007552259,0.0002293724,0.0001660962],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9309345,"threshold_uncertainty_score":0.9997353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006324203400584873,"score_gpt":0.2326609075487272,"score_spread":0.2263367041481423,"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."}}