{"id":"W4362712205","doi":"10.5267/j.esm.2023.4.001","title":"The effects of mechanical degradation on the quasi static and dynamic stiffness of polyester yarns","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Stiffness; Materials science; Polyester; Composite material; Structural engineering; Tenacity (mineralogy); Work (physics); Tension (geology); Ultimate tensile strength; Mechanical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003010109,0.0001606084,0.0002533064,0.00008600658,0.00006215314,0.00002093409,0.0001998964,0.00007448099,0.000004109866],"category_scores_gemma":[0.0003415495,0.000103193,0.00008331933,0.0003909946,0.00001163467,0.00003612617,0.0000513087,0.0001784868,0.000004455213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227334,"about_ca_system_score_gemma":0.000006601997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005904114,"about_ca_topic_score_gemma":0.000007516808,"domain_scores_codex":[0.9990368,0.00003211744,0.0003113263,0.0001322273,0.0002448845,0.0002426812],"domain_scores_gemma":[0.9986303,0.0009042437,0.00005904479,0.0003181314,0.00003148835,0.0000568086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003598022,0.00008976762,0.000004380445,0.001824867,0.0006864739,0.0000138747,0.0006176796,0.1363163,0.3825492,0.3817225,0.0001797069,0.09595925],"study_design_scores_gemma":[0.0001463933,0.00007892597,0.0001191678,0.0001428685,0.00006456273,7.773098e-7,0.00007474903,0.9681364,0.02959543,0.001430929,0.00009543783,0.0001143476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7196388,0.000565819,0.2780073,0.0002220846,0.0007856546,0.0004382565,0.00002986258,0.0002975012,0.00001468607],"genre_scores_gemma":[0.999011,0.0007227433,0.0001309704,0.000009090071,0.00001285873,0.00003829029,0.000007868628,0.00003617385,0.00003103316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8318201,"threshold_uncertainty_score":0.4208089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006568247247283782,"score_gpt":0.2159312051373622,"score_spread":0.2093629578900785,"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."}}