{"id":"W4206882693","doi":"","title":"Finite element analysis of an incremental permeability based NDT device. Application to Dual phase steels","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Finite element method; Nondestructive testing; Permeability (electromagnetism); Materials science; Dual (grammatical number); Dual-phase steel; Computer science; Structural engineering; Engineering; Composite material; Microstructure; Physics; Chemistry","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":[0.0002393336,0.0002657839,0.0003010225,0.0003063462,0.0001686142,0.000413296,0.0006421115,0.0007270025,0.002993084],"category_scores_gemma":[0.0006447724,0.0001873276,0.0002266465,0.0002515439,0.0004259775,0.0003318071,0.0003614395,0.0002690202,0.0004466214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126957,"about_ca_system_score_gemma":0.0003380982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008982265,"about_ca_topic_score_gemma":0.001393627,"domain_scores_codex":[0.9998671,0.00002006531,0.000005206657,0.00001404369,0.00008612259,0.0000073222],"domain_scores_gemma":[0.9997255,0.0001515227,0.00002235297,0.00003715105,0.00005337851,0.000009936974],"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":[0.0003582156,0.0001206455,0.001549216,0.0004066895,0.00002483344,0.0003748166,0.0003253937,0.534586,0.3816659,0.01376837,0.001366118,0.06545389],"study_design_scores_gemma":[0.00001035201,0.00007633696,0.0005455273,0.00001534012,0.000006539139,0.00009895842,0.00004325969,0.9649806,0.03057807,0.0007447453,0.002889127,0.00001111512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1926037,0.0002495824,0.7892879,0.0003473558,0.00006607248,0.0001166992,0.0002689212,0.0005280324,0.01653166],"genre_scores_gemma":[0.8634946,0.0001806771,0.1257379,0.00004120474,0.00000880871,0.00006511778,0.000141872,0.00006619524,0.0102635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002993084,"threshold_uncertainty_score":0.01001287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172903787589167,"score_gpt":0.2707897595564512,"score_spread":0.2534993807975345,"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."}}