{"id":"W2126294298","doi":"10.1177/0731684407079771","title":"A Fatigue Damage Model for (0/90) FRP Composites based on Stiffness Degradation of 0° and 90° Composite Plies","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Composite material; Fibre-reinforced plastic; Stiffness; Composite number; Composite laminates; Cracking; Stress (linguistics); Fiber; Fiber-reinforced composite; Reduction (mathematics); Damage tolerance; Matrix (chemical analysis); 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":[0.0003399422,0.0003004782,0.0005712087,0.0003756669,0.0001213525,0.0000999549,0.0002135653,0.0001406375,0.000004009537],"category_scores_gemma":[0.00006343125,0.0002682689,0.0001230899,0.0001427943,0.00009100232,0.0002012843,0.00004123507,0.0002799676,3.854603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852587,"about_ca_system_score_gemma":0.00002581883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002572964,"about_ca_topic_score_gemma":0.000002741983,"domain_scores_codex":[0.9983006,0.00001851885,0.0008667724,0.0001503184,0.0003802812,0.0002835773],"domain_scores_gemma":[0.9973891,0.001548376,0.0003549168,0.0001682427,0.0003093137,0.0002300928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005184247,0.00003269688,0.0008389466,0.00021681,0.00006001272,0.00000631701,0.00008898139,0.6077808,0.3870243,0.002495968,0.0000599877,0.0008767775],"study_design_scores_gemma":[0.001386951,0.0005254821,0.002723224,0.0003368477,0.0001531852,0.0000180569,0.00003033992,0.8469048,0.1475102,0.0001434832,0.00002966123,0.0002377636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602731,0.0001374224,0.439203,0.00002384852,0.00008302575,0.0001488178,0.00003533272,0.00002563178,0.00006984684],"genre_scores_gemma":[0.9368644,0.00005087892,0.06289337,0.00004340578,0.00004960129,0.000003098784,0.00003197624,0.00003611782,0.00002714527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765913,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225264322524576,"score_gpt":0.2497712072645569,"score_spread":0.2275185640393111,"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."}}