{"id":"W3038451280","doi":"10.1177/0021998320936343","title":"Micromechanical analysis of longitudinal and shear strength of composite laminae","year":2020,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ultimate tensile strength; Materials science; Compressive strength; Composite material; Shear (geology); Fiber; Composite number; Concentric; Shear strength (soil); Structural engineering; Geometry; Mathematics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007940018,0.0006284057,0.0003465497,0.0006905928,0.0002207688,0.000317199,0.0004517311,0.0004859667,0.0004305403],"category_scores_gemma":[0.0009832761,0.0003055388,0.0004537351,0.0002304876,0.0002648061,0.0003273555,0.0001855742,0.0003122078,0.0001442907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644434,"about_ca_system_score_gemma":0.0003249627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226468,"about_ca_topic_score_gemma":0.002097321,"domain_scores_codex":[0.999712,0.00004342788,0.00001557952,0.00006118148,0.0001453276,0.00002237894],"domain_scores_gemma":[0.9993593,0.0003021314,0.0001194263,0.00007606842,0.0001263573,0.00001668788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001030151,0.0000868658,0.009592421,0.0001624031,0.00006015371,0.0001543262,0.000106415,0.5820249,0.3601381,0.001159803,0.00009874852,0.04631279],"study_design_scores_gemma":[0.000002432805,0.0001035469,0.008778585,0.000007901571,0.00001459836,0.0001007246,0.00002093276,0.9287205,0.06163129,0.000289329,0.0003091964,0.00002114425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5753638,0.000703331,0.4214989,0.00006777488,0.00001489307,0.0000487804,0.000157902,0.0003651569,0.001779301],"genre_scores_gemma":[0.9742433,0.0001802314,0.02493539,0.000005062114,0.000003491049,0.00003548682,0.00006223357,0.00001028303,0.0005244414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226468,"threshold_uncertainty_score":0.004199147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832247880659484,"score_gpt":0.2459370242483503,"score_spread":0.2276145454417555,"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."}}