{"id":"W6893836825","doi":"10.5281/zenodo.4600351","title":"An original method for ultimate strength assessment of stiffened panel","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stiffness; Subroutine; Ultimate tensile strength; Finite element method; Direct stiffness method; Unit (ring theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574118,0.0005943108,0.0003283203,0.0009171112,0.0003399247,0.0004912326,0.0007056712,0.00070331,0.007368783],"category_scores_gemma":[0.0008797772,0.0002271766,0.0004604172,0.0004095569,0.0003108107,0.0006648863,0.0005249965,0.0005882967,0.001971421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666225,"about_ca_system_score_gemma":0.0004007889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009099286,"about_ca_topic_score_gemma":0.001355557,"domain_scores_codex":[0.9996025,0.00006304112,0.00001888168,0.00007256161,0.0002254573,0.00001762913],"domain_scores_gemma":[0.9996424,0.00008002851,0.00002242747,0.00005447985,0.0001904283,0.00001023102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000108169,0.00008723809,0.001363002,0.0006608448,0.00006366469,0.000238989,0.0002664628,0.175032,0.2096114,0.0353409,0.004648932,0.5725784],"study_design_scores_gemma":[0.00001260155,0.00007041779,0.001381977,0.00003288248,0.00002008245,0.0002608319,0.00004974163,0.9105696,0.05691312,0.009070277,0.02156838,0.00005011412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003291402,0.00006869967,0.9934383,0.00001867534,0.00002842255,0.00003187609,0.00009290139,0.0003684142,0.002661383],"genre_scores_gemma":[0.1906865,0.0002845557,0.787352,0.00008574234,0.00005309828,0.0002680226,0.000563579,0.0004998128,0.02020675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007368783,"threshold_uncertainty_score":0.02465099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659013054794145,"score_gpt":0.2934831870474047,"score_spread":0.2668930564994632,"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."}}