{"id":"W2611298312","doi":"10.1016/b978-0-12-803581-8.09905-7","title":"2.7 Micromechanics of Damage Evolution in Laminates","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Micromechanics; Materials science; Stiffness; Brittleness; Composite material; Delamination (geology); Cracking; Breakage; Damage mechanics; Structural engineering; Finite element method; Composite number; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073572,0.0005205748,0.0002573691,0.0005546723,0.0004309115,0.001249674,0.0005491279,0.0008959908,0.02440688],"category_scores_gemma":[0.0001614788,0.0004181512,0.000521769,0.0003522315,0.0005066282,0.0007288821,0.000432799,0.0008004157,0.006194337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389176,"about_ca_system_score_gemma":0.0002257435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004380445,"about_ca_topic_score_gemma":0.0007929323,"domain_scores_codex":[0.9998853,0.000007698104,0.00000462511,0.00002291751,0.00006734148,0.00001210044],"domain_scores_gemma":[0.9999427,0.00001605363,0.000005472415,0.000008611592,0.00002233792,0.000004854023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000833251,0.00009877009,0.0007838143,0.001308811,0.00003924556,0.0009226623,0.000830383,0.03400773,0.2756258,0.385036,0.05108954,0.2501739],"study_design_scores_gemma":[0.00001180381,0.0001142324,0.004076843,0.0004752471,0.00002645155,0.002164182,0.0002578392,0.03072418,0.08745907,0.1138947,0.7607219,0.00007351962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03770481,0.03778615,0.1603902,0.001931448,0.00313829,0.000117174,0.0006463742,0.001176394,0.7571092],"genre_scores_gemma":[0.1408015,0.01777961,0.03356718,0.0004361131,0.0007251516,0.0001049499,0.0004933627,0.0004349461,0.8056573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02440688,"threshold_uncertainty_score":0.08164912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118996449643878,"score_gpt":0.2239414562143422,"score_spread":0.2120418112499544,"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."}}