{"id":"W4400692785","doi":"10.1051/e3sconf/202455001034","title":"The numerical study of the reinforcement layer orientation effect on the behaviour of laminated plates","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite number; Finite element method; Materials science; Composite material; Orientation (vector space); Reinforcement; Composite plate; Square (algebra); Structural engineering; Layer (electronics); Section (typography); Core (optical fiber); Quarter (Canadian coin); Geometry; Mathematics; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179616,0.0002784352,0.0002364183,0.0002121437,0.0001918583,0.0003181036,0.0003723596,0.0004228325,0.001149073],"category_scores_gemma":[0.001362522,0.0001703987,0.0001666615,0.0002740355,0.0004815526,0.0001746107,0.000162823,0.000230926,0.000132802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250468,"about_ca_system_score_gemma":0.0002785962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084504,"about_ca_topic_score_gemma":0.001733191,"domain_scores_codex":[0.9998971,0.00002770937,0.000004824662,0.00001329767,0.00003829473,0.00001885964],"domain_scores_gemma":[0.9993405,0.0004067075,0.00008189113,0.0000626901,0.00008420779,0.00002399762],"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":[0.0002924286,0.00008701409,0.004392833,0.0001406063,0.00002437671,0.0003764164,0.0001732245,0.7864354,0.1977662,0.001324609,0.0001171911,0.008869735],"study_design_scores_gemma":[0.00001103501,0.0001433464,0.004174739,0.00001225412,0.00001214617,0.00006226527,0.00005652818,0.9676651,0.02756937,0.00008768308,0.0001941911,0.00001126167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830738,0.00006346733,0.01386363,0.0000292054,0.0000132268,0.00001717942,0.00005001035,0.00008706351,0.002802429],"genre_scores_gemma":[0.9949281,0.00003974953,0.004566495,0.000004309529,0.000001980729,0.000008358465,0.00001607821,0.000007526928,0.0004274957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002084504,"threshold_uncertainty_score":0.004144728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832833518342422,"score_gpt":0.2670949938649815,"score_spread":0.2487666586815573,"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."}}