{"id":"W2168583972","doi":"10.1115/1.1480819","title":"Effective Antiplane Dynamic Properties of Fiber-Reinforced Composites","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Numerical methods in engineering","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Waveform; Composite material; Attenuation; Fiber-reinforced composite; Fiber; Composite number; Material properties; Computer science; Optics; Physics","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":[0.0002216657,0.0001625196,0.0004111223,0.000117138,0.00001949094,0.00001155257,0.0001955597,0.00008472156,0.00004790363],"category_scores_gemma":[0.00003899855,0.0001373613,0.00009175867,0.0001956574,0.00001388908,0.0000785208,0.00002720672,0.0003235401,0.00001488105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007641287,"about_ca_system_score_gemma":0.000003312808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.16127e-7,"about_ca_topic_score_gemma":6.848274e-8,"domain_scores_codex":[0.9990416,0.0000129585,0.0004527861,0.00006916477,0.0002338091,0.0001896872],"domain_scores_gemma":[0.9994642,0.0001007907,0.0001550546,0.0001395929,0.00006516661,0.00007524878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002896671,0.00001253354,2.847299e-7,0.0001821843,0.0001004707,0.000005353239,0.0001892643,0.2685874,0.7104526,0.0006836181,0.0000409616,0.01971636],"study_design_scores_gemma":[0.0003811537,0.0001205196,0.000004782597,0.0001116938,0.00004349007,0.00004593278,0.00003991215,0.5225908,0.4757185,0.0003009034,0.0004993551,0.000142933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2460583,0.002039541,0.7466767,0.00002162325,0.001044847,0.0004555132,0.000006364096,0.0001862778,0.003510829],"genre_scores_gemma":[0.9255149,0.0001244861,0.07423314,0.000008770728,0.00005340159,0.000004699417,3.207669e-7,0.00003952471,0.00002078095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6794566,"threshold_uncertainty_score":0.560143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008970610981723663,"score_gpt":0.2015716399363544,"score_spread":0.1926010289546307,"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."}}