{"id":"W2460414370","doi":"10.1016/j.ijfatigue.2016.06.014","title":"The use of safety cuts in fatigue damaged fastener hole repair","year":2016,"lang":"en","type":"article","venue":"International Journal of Fatigue","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fastener; Forensic engineering; Structural engineering; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003767021,0.0001197262,0.0001825659,0.0001792767,0.0000243508,0.00003037467,0.0004122292,0.00006818389,0.00003555072],"category_scores_gemma":[0.0003861423,0.00006784145,0.0001520604,0.0001037267,0.00004418934,0.0004215227,0.00003681474,0.0002043753,0.000003640379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147875,"about_ca_system_score_gemma":0.00003904942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001397703,"about_ca_topic_score_gemma":0.00004965025,"domain_scores_codex":[0.9985842,0.00005865227,0.0006817894,0.00007660355,0.0004501097,0.000148691],"domain_scores_gemma":[0.998738,0.0004584938,0.0002294539,0.0001737481,0.0003464207,0.00005388302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001312015,0.000420782,0.05023014,0.00009505857,0.002512366,0.0006823534,0.003077467,0.2419324,0.152413,0.02754553,0.05812825,0.4616507],"study_design_scores_gemma":[0.01277417,0.0008117289,0.1295779,0.005385717,0.0001705253,0.0004134653,0.000971447,0.07897227,0.1663854,0.009207027,0.5936906,0.001639848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.665592,0.0009558122,0.3192635,0.004568105,0.006774293,0.000278067,0.0001041767,0.0001098051,0.002354182],"genre_scores_gemma":[0.996879,0.0004641878,0.002248679,0.00006229681,0.0001702121,0.000001820104,0.000002153625,0.0000196015,0.0001520279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5355623,"threshold_uncertainty_score":0.2766494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638596313040912,"score_gpt":0.2661869667304607,"score_spread":0.2198010036000516,"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."}}