{"id":"W4416041595","doi":"10.1016/j.measurement.2025.119574","title":"Quantifying the influence of initial remanence on metal magnetic memory measurements of defect evolution in cyclically loaded X80 steel","year":2025,"lang":"en","type":"article","venue":"Measurement","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Remanence; SIGNAL (programming language); Dipole; Magnetization; Magnetic field; Metric (unit); Magnetometer; Magnetic dipole","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":[0.0002147462,0.0002364623,0.0001360288,0.0002396128,0.000188377,0.0002340276,0.0003790785,0.000300672,0.001117128],"category_scores_gemma":[0.0005526098,0.0001397626,0.00008388382,0.0001768345,0.0003188782,0.0002380044,0.0001627516,0.0002319419,0.0001620957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726548,"about_ca_system_score_gemma":0.000144063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516546,"about_ca_topic_score_gemma":0.003539818,"domain_scores_codex":[0.9998662,0.00001646622,0.000007579869,0.00003211149,0.00005028582,0.00002724225],"domain_scores_gemma":[0.9996918,0.0001001808,0.00006086866,0.00003940653,0.00008824284,0.00001951619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001589501,0.00001352076,0.0008618258,0.00002392237,0.000002963645,0.00004677555,0.00006474002,0.0001711124,0.9965044,0.00003494058,0.00002852188,0.002088351],"study_design_scores_gemma":[0.000003591547,0.0001894978,0.00942203,0.000003313235,0.000005709142,0.00004540385,0.00006571799,0.002286923,0.9876757,0.00001487139,0.0002818083,0.000005358651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980538,0.00009669169,0.001179556,0.00001697138,0.000006402762,0.000005662167,0.00006056758,0.00004015799,0.0005402826],"genre_scores_gemma":[0.9988072,0.00004095555,0.0006279675,0.000008638791,0.000002073768,0.000005999572,0.00005244683,0.000009388934,0.0004452916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516546,"threshold_uncertainty_score":0.003737211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07777725882744431,"score_gpt":0.3038874713635109,"score_spread":0.2261102125360666,"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."}}