{"id":"W2005825669","doi":"10.1002/pen.20351","title":"Fatigue strength of vibration‐welded unreinforced nylon butt joints","year":2005,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Division of Materials Research","keywords":"Welding; Materials science; Fatigue limit; Composite material; Vibration; Butt joint; Nylon 6; Polymer; Metallurgy","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":[0.0002827047,0.0002320286,0.0002332706,0.0003237512,0.0001248029,0.0001554373,0.0002234306,0.0003110657,0.001354789],"category_scores_gemma":[0.0006810926,0.0001980603,0.0001872444,0.0001162279,0.0001780089,0.000228462,0.0001610496,0.0001558753,0.0002779901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287749,"about_ca_system_score_gemma":0.00005383204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004414972,"about_ca_topic_score_gemma":0.0004944486,"domain_scores_codex":[0.9998018,0.00001905789,0.00001135701,0.00003063178,0.0001091289,0.00002799133],"domain_scores_gemma":[0.9995779,0.00009231517,0.0001231201,0.00004590291,0.0001074284,0.00005325034],"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":[0.0001201635,0.00001173968,0.0009304842,0.00002605883,0.000007978007,0.00004511133,0.00004559636,0.000306978,0.9965528,0.00001092429,0.000008151217,0.001934024],"study_design_scores_gemma":[0.00001447374,0.001713227,0.06734541,0.00001613056,0.00004100566,0.0004503187,0.00008626891,0.003234356,0.9263783,0.00003249307,0.0006687868,0.00001934622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990649,0.0002047279,0.0004953052,0.000002155092,0.000002885092,0.000001928841,0.00001606271,0.00001144,0.0002006219],"genre_scores_gemma":[0.9990345,0.00005401261,0.0002820504,0.00000324686,0.000001206113,0.00000156571,0.00003903799,0.000004626776,0.0005797765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001354789,"threshold_uncertainty_score":0.004532218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322574260847654,"score_gpt":0.227017899608341,"score_spread":0.2137921569998644,"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."}}