{"id":"W1992693189","doi":"10.1007/s10443-011-9216-9","title":"Damage Assessment of CFRP [90/±45/0] Composite Laminates over Fatigue Cycles","year":2011,"lang":"en","type":"article","venue":"Applied Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite laminates; Composite material; Epoxy; Stiffness; Composite number; Carbon fiber reinforced polymer; Isotropy; Delamination (geology); Adhesive; Structural engineering; Layer (electronics)","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":[0.0003608813,0.000237333,0.0002127441,0.0008024189,0.0003560428,0.0001384545,0.0002773336,0.0006261294,0.0018668],"category_scores_gemma":[0.0005333297,0.0002243163,0.0001867448,0.0003254808,0.0002513708,0.0002854877,0.0001708902,0.0002182123,0.0002033292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753413,"about_ca_system_score_gemma":0.0001309931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545812,"about_ca_topic_score_gemma":0.004960096,"domain_scores_codex":[0.9996957,0.00002589021,0.0000229494,0.00005521611,0.0001226077,0.00007758597],"domain_scores_gemma":[0.9994369,0.00008545163,0.00009650276,0.00004610693,0.0002884771,0.00004660142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005358006,0.00005537645,0.004024428,0.00005607369,0.00001165738,0.0001459032,0.0001805428,0.002831884,0.9845399,0.000049372,0.00009844139,0.007470733],"study_design_scores_gemma":[0.00001073661,0.00144484,0.08504515,0.00002200296,0.00003842482,0.0003510312,0.0001662523,0.01747539,0.8944569,0.00004312784,0.0009239282,0.00002217549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983456,0.0001187942,0.0008718068,0.00000590608,0.000004774768,0.000009316058,0.00006774917,0.00002688461,0.0005491287],"genre_scores_gemma":[0.998596,0.0000456823,0.0004779318,0.000008050752,0.000001666584,0.000006793417,0.00007373724,0.000005774027,0.0007843082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002545812,"threshold_uncertainty_score":0.006245017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777012791088994,"score_gpt":0.2648138643310018,"score_spread":0.2370437364201119,"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."}}