{"id":"W1524406666","doi":"10.1002/9781118097298.weoc009","title":"Angle Ply Laminates","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transverse plane; Materials science; Composite material; Composite laminates; Fiber; Protocol (science); Structural engineering; Engineering; Composite number","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005101097,0.0004982556,0.0008752834,0.0004369609,0.00002190986,0.00002730829,0.0005878383,0.0002960346,0.006860207],"category_scores_gemma":[0.00001033566,0.0004579808,0.0001996219,0.0001947702,0.0001010216,0.00006680615,0.00009621896,0.0001500884,0.000394422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361024,"about_ca_system_score_gemma":0.00001221664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001837352,"about_ca_topic_score_gemma":0.00003434182,"domain_scores_codex":[0.9986354,0.00003810113,0.0004800625,0.0002760784,0.0002522008,0.0003182057],"domain_scores_gemma":[0.9990523,0.00006524708,0.0002101341,0.0005326669,0.00004205817,0.00009752394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001488511,0.00004658583,0.001271575,0.0008159818,0.0007501871,0.0000203318,0.0002605967,0.0001592424,0.03016467,0.0003552048,0.9628022,0.003338549],"study_design_scores_gemma":[0.0003471846,0.00009106351,0.001770772,0.0009937341,0.0004280689,0.00001472499,0.00001480711,0.0001997175,0.03123961,0.0006519491,0.9630879,0.001160498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008869928,0.01027441,0.00009576728,0.000005158628,0.001063463,0.0002499067,0.0001564396,0.0009180345,0.9783669],"genre_scores_gemma":[0.1630468,0.03278982,0.03138735,0.00008807409,0.003725042,0.0001493599,0.00113361,0.003987921,0.763692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2146749,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005387107344449064,"score_gpt":0.1896308946577965,"score_spread":0.1842437873133475,"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."}}