{"id":"W2059013530","doi":"10.1016/s0266-3538(03)00198-2","title":"An experimental investigation on the effect of multi-angle filament winding on the strength of tubular composite structures","year":2003,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Materials science; Filament winding; Ultimate tensile strength; Composite number; Composite material; Protein filament; Stress (linguistics); Structural engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003500992,0.0003630963,0.0002629433,0.0001776172,0.0003964019,0.0001725357,0.0003171049,0.0004566251,0.003441388],"category_scores_gemma":[0.001008039,0.0002396562,0.0002014093,0.0001825105,0.0005543359,0.0004511788,0.0002381468,0.0003036029,0.0002632476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055024,"about_ca_system_score_gemma":0.0001041128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002859563,"about_ca_topic_score_gemma":0.0003425348,"domain_scores_codex":[0.9997382,0.00004801866,0.00001634537,0.00005701259,0.00007945841,0.0000610059],"domain_scores_gemma":[0.9986914,0.0006688185,0.0001839381,0.0001906964,0.0002007214,0.00006443737],"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":[0.0003281464,0.00006326989,0.000304254,0.00003791375,0.000004169147,0.00004535437,0.00003854369,0.000258849,0.9976941,0.00009322527,0.00002419929,0.001107954],"study_design_scores_gemma":[0.00001791299,0.0005881715,0.002989872,0.000003954076,0.0000119356,0.00007410575,0.00002527289,0.001282547,0.9946311,0.00004389097,0.000325762,0.000005463014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967614,0.0001695677,0.001653838,0.0000218729,0.00001171761,0.00001175761,0.00006209564,0.00003114362,0.001276673],"genre_scores_gemma":[0.9985928,0.00009105739,0.0007212254,0.000008686258,0.000008243199,0.000007223502,0.00004065257,0.00001329402,0.0005169087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003441388,"threshold_uncertainty_score":0.01151264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674267309147643,"score_gpt":0.2510655464354717,"score_spread":0.2343228733439953,"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."}}