{"id":"W3008353656","doi":"10.1002/pc.25549","title":"Open hole tension and compression behavior of 3D braided composites","year":2020,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Braid; Tension (geology); Ultimate tensile strength; Compression (physics); Composite number; Transverse plane; Composite laminates; Fiber; Compressive strength; Tensile testing; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006954924,0.0003180281,0.0005846709,0.00008567869,0.0001087716,0.0001317078,0.0007114927,0.0001178687,0.0001622541],"category_scores_gemma":[0.0000130471,0.000303213,0.00007555943,0.0002350216,0.0000994121,0.0003069368,0.0007267729,0.0002417923,0.0000385541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001437436,"about_ca_system_score_gemma":0.000009951581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005601386,"about_ca_topic_score_gemma":0.000001905788,"domain_scores_codex":[0.9984785,0.00006593093,0.0004958583,0.0003711833,0.0002857596,0.0003027861],"domain_scores_gemma":[0.9989752,0.0001959522,0.00009466305,0.0003480869,0.00006269146,0.0003234058],"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":[0.00005656583,0.00008985491,0.008817553,0.00008016301,0.0000309157,0.0000125169,0.0001662711,0.0001904155,0.9856288,0.0002982622,0.0005329496,0.004095769],"study_design_scores_gemma":[0.0008004744,0.000188886,0.007726942,0.0001421903,0.0001303392,0.00001369242,0.00001894141,0.02822464,0.9621036,0.00002317995,0.0002700634,0.0003570738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917349,0.004306474,0.001467112,0.0004669742,0.0001357789,0.0005590142,0.00005166115,0.000351836,0.0009262974],"genre_scores_gemma":[0.9912382,0.0000462624,0.008193742,0.0002935506,0.00005185788,0.00003131477,0.00005251632,0.00006579173,0.00002678376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803423,"threshold_uncertainty_score":0.999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867642901425958,"score_gpt":0.2581010877270654,"score_spread":0.2294246587128058,"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."}}