{"id":"W2948594831","doi":"10.4050/f-0074-2018-12887","title":"Development of Techniques for Composite Parts Failure Analysis in Static and Fatigue Mode - Application on Thermoset and Thermoplastic Materials for Rotorcraft Main Rotor Hub Analysis","year":2018,"lang":"en","type":"article","venue":"","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Epoxy; Materials science; Composite material; Thermosetting polymer; Composite laminates; Pultrusion; Woven fabric; Peek; Failure mode and effects analysis; Structural engineering; Rotor (electric); Composite number; Tension (geology); Compression (physics); Mechanical engineering; Engineering; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984842,0.0001774496,0.0004683037,0.0003590958,0.00004673319,0.00003626281,0.00009645826,0.00008246572,0.00002816695],"category_scores_gemma":[0.00001415573,0.00015223,0.00005615775,0.0003470617,0.00003104006,0.00005469788,0.00002429664,0.00003069786,4.626488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143712,"about_ca_system_score_gemma":0.000009005299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001917408,"about_ca_topic_score_gemma":0.0004395396,"domain_scores_codex":[0.9989614,0.00002626696,0.0004519214,0.000248929,0.0001342709,0.0001772218],"domain_scores_gemma":[0.9994019,0.0001956424,0.00007725906,0.0002000015,0.0000686103,0.00005654215],"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":[0.0001155223,0.00005607703,0.001540637,0.0001840768,0.0007647504,1.540474e-7,0.000445933,0.001850517,0.9910603,0.0005635701,0.00002904068,0.003389456],"study_design_scores_gemma":[0.0003250008,0.0001231279,0.008115429,0.00003369978,0.0008478847,2.080815e-7,0.00003589044,0.1768889,0.8129185,0.0004096727,0.00007704524,0.0002246815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5653612,0.000003612708,0.4334824,0.00001611001,0.000005013122,0.0009864945,0.00008671337,0.00005092289,0.000007517918],"genre_scores_gemma":[0.8473645,0.00000208653,0.1512765,0.00001260936,0.00001003802,0.001206225,0.0001038533,0.00001928188,0.000004884675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2822059,"threshold_uncertainty_score":0.620776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588736421021284,"score_gpt":0.2806046102367969,"score_spread":0.264717246026584,"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."}}