{"id":"W1967085077","doi":"10.1016/j.compstruct.2014.09.031","title":"Effect of micromechanical models on structural responses of functionally graded plates","year":2014,"lang":"en","type":"article","venue":"Composite Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Alberta; University of New Brunswick; McGill University","funders":"","keywords":"Functionally graded material; Volume fraction; Plate theory; Materials science; Buckling; Material properties; Vibration; Mechanics; Structural engineering; Mathematics; Mathematical analysis; Composite material; Physics; Boundary value problem; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001337314,0.0002654348,0.000509168,0.0002496098,0.0000630689,0.00002156875,0.0002273475,0.0001193306,0.00005828376],"category_scores_gemma":[0.00002829311,0.0002078185,0.000198581,0.0002280811,0.00006451553,0.00008317169,0.00003821361,0.0001659476,0.000001044215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002904661,"about_ca_system_score_gemma":0.000006624452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001086944,"about_ca_topic_score_gemma":0.000003716506,"domain_scores_codex":[0.9987687,0.0001465412,0.0004111048,0.0002191027,0.0002741355,0.0001803927],"domain_scores_gemma":[0.9990277,0.0003907832,0.0001151227,0.0003262012,0.0000784264,0.00006180983],"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":[0.0005024318,0.00000396829,0.0004192024,0.000138878,0.0001620528,6.230698e-7,0.00008209131,0.619193,0.369181,0.006595728,0.00006163093,0.003659343],"study_design_scores_gemma":[0.0007801075,0.0006590897,0.008791078,0.00005258807,0.0001531589,0.0000142538,0.000003066369,0.339854,0.6381966,0.0111973,0.00003917256,0.0002595122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901893,0.000213521,0.008498563,0.000009616436,0.0002995757,0.0001387564,0.00003078205,0.00009193701,0.0005279217],"genre_scores_gemma":[0.997797,0.00001118326,0.001980712,0.00001745803,0.00008390614,0.000002640909,0.00006534911,0.00003032817,0.00001142773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279339,"threshold_uncertainty_score":0.8474592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004856399692628436,"score_gpt":0.2159344071511169,"score_spread":0.2110780074584884,"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."}}