{"id":"W2083659492","doi":"10.1016/s0266-3538(00)00215-3","title":"Biaxial fatigue behaviour of a multidirectional filament-wound glass-fiber/epoxy pipe","year":2001,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Epoxy; Composite material; Glass fiber; Filament winding; Stiffness; Leakage (economics); Composite number; Protein filament; Fiber; Structural engineering","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":[0.0001794248,0.0001621839,0.0002339312,0.0005622462,0.0001729733,0.00004610932,0.0004582665,0.0001424454,0.00009383771],"category_scores_gemma":[0.00005854069,0.000160805,0.00003238493,0.001342642,0.0007547894,0.0002079499,0.0001759346,0.0002112075,0.00002235928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007028377,"about_ca_system_score_gemma":0.0000404113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001993201,"about_ca_topic_score_gemma":0.000009829326,"domain_scores_codex":[0.9987136,0.000008714236,0.0002726386,0.0003071279,0.0003426383,0.0003552457],"domain_scores_gemma":[0.9992952,0.00006037984,0.00005144338,0.0002954354,0.0001970769,0.0001004358],"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":[0.000004924489,0.00006122932,0.03818258,0.000009159086,0.000006938505,0.00001024301,0.00002029794,0.00007618115,0.9512604,0.001662911,0.0000663687,0.008638754],"study_design_scores_gemma":[0.0005246291,0.0002887483,0.02658426,0.00005492659,0.00003795981,0.0002654796,0.00004665163,0.01201005,0.9570804,0.001021493,0.001740532,0.0003448928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961955,0.0003777272,0.001457613,0.000215724,0.0002088277,0.0001670716,0.000006849739,0.0004334895,0.0009371852],"genre_scores_gemma":[0.9939272,0.00004279037,0.005897711,0.00001163801,0.00002144988,0.0000217759,0.000003257449,0.00001351226,0.00006060851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193387,"threshold_uncertainty_score":0.6557436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850464461087315,"score_gpt":0.2545884483895859,"score_spread":0.2360838037787127,"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."}}