{"id":"W2037692798","doi":"10.1002/pc.20963","title":"Load bearing properties of three‐component polymer composites","year":2010,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Materials science; Composite material; Composite number; Finite element method; Stiffness; Sandwich-structured composite; Wedge (geometry); Load bearing; Stress (linguistics); 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":[0.00008481098,0.0004258878,0.0004843868,0.0001867159,0.0001655717,0.0001022511,0.0005459699,0.0001512723,0.0002021668],"category_scores_gemma":[0.00000504903,0.0003837709,0.0002254481,0.0002304094,0.0002174537,0.0001789334,0.0001756629,0.0004941828,0.00005111548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245369,"about_ca_system_score_gemma":0.00003137492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004968591,"about_ca_topic_score_gemma":0.0001687655,"domain_scores_codex":[0.9981921,0.00002589194,0.0004992314,0.0003261752,0.0004530122,0.0005036421],"domain_scores_gemma":[0.9989979,0.00005839074,0.00008181237,0.0006021665,0.00008504049,0.000174751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004108375,0.00006426324,0.008814465,0.0001308471,0.0001780204,0.000005759763,0.0003741787,0.0003820198,0.9865921,0.001471449,0.00008419136,0.001861625],"study_design_scores_gemma":[0.0003801932,0.00004175109,0.005214664,0.00007821754,0.00007661613,0.00005483298,0.00002122628,0.009534208,0.9836807,0.00008786083,0.0003708171,0.0004589091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747164,0.01864778,0.0005302829,0.00008326244,0.0008832338,0.0002095544,0.00001783604,0.0004444803,0.004467123],"genre_scores_gemma":[0.9987513,0.00001926582,0.0006583607,0.00004661678,0.0002496594,0.00001776956,0.00002058771,0.00008444217,0.0001520357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403482,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008459740883087442,"score_gpt":0.1812813376107268,"score_spread":0.1728215967276393,"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."}}