{"id":"W2083181029","doi":"10.1177/0021998310365173","title":"Composite Tube Exhibiting Large Deformation under Bending","year":2010,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada); National Research Council Canada; Concordia University","funders":"National Research Council Canada","keywords":"Materials science; Composite number; Composite material; Deformation (meteorology); Tube (container); Bending; Bending stiffness; Brittleness; Stiffness; Stacking; Aluminium","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008407495,0.0002522285,0.0005251666,0.0002572555,0.0001330094,0.0002750627,0.0003744648,0.0001572356,0.0004439644],"category_scores_gemma":[0.00002175315,0.0002276053,0.0001437582,0.0001196747,0.00002923644,0.0006475637,0.00008104497,0.000452102,0.00007472806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006616094,"about_ca_system_score_gemma":0.00001508466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000195452,"about_ca_topic_score_gemma":0.000001549872,"domain_scores_codex":[0.9979081,0.00007524125,0.001098781,0.0001096579,0.0004199004,0.0003883875],"domain_scores_gemma":[0.9989129,0.0001213418,0.0003661082,0.0002296167,0.0001752906,0.0001947671],"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":[0.00003541791,0.00004207425,0.0002901313,0.00004879314,0.00004505462,0.0000192172,0.0001315953,0.001112257,0.9957787,0.002035153,0.0001020301,0.0003595166],"study_design_scores_gemma":[0.0007199876,0.00006904386,0.004741264,0.0001529257,0.00007946564,0.0003282934,0.00002946762,0.0009674418,0.9907726,0.0008848525,0.0009852182,0.000269458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857028,0.000107633,0.01042243,0.0001008906,0.002883009,0.0001270302,0.00002575922,0.0001425596,0.00048786],"genre_scores_gemma":[0.9912336,0.00001842725,0.007986448,0.00008552062,0.0005919171,0.000002715073,0.00001763684,0.00005494064,0.000008750844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005530815,"threshold_uncertainty_score":0.9281476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125879312270397,"score_gpt":0.2435082709248537,"score_spread":0.2322494778021497,"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."}}