{"id":"W2046482207","doi":"10.1016/j.ijsolstr.2013.09.008","title":"The predicted compressive strength of a pyramidal lattice made from case hardened steel tubes","year":2013,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Defense Advanced Research Projects Agency; Materials innovation institute; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Composite material; Hardening (computing); Finite element method; Buckling; Aluminium; Lattice (music); Strain hardening exponent; Titanium; Structural engineering; Metallurgy; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001152978,0.0002547437,0.0001610444,0.000167218,0.0002140506,0.0003764876,0.0005250378,0.0006209517,0.002862214],"category_scores_gemma":[0.0004755638,0.0001699688,0.0001682092,0.0001885274,0.0004127723,0.000256213,0.0001366902,0.0002261989,0.0003578386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181313,"about_ca_system_score_gemma":0.0007700825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148678,"about_ca_topic_score_gemma":0.003721785,"domain_scores_codex":[0.9998987,0.000006718967,0.000002463798,0.00001978275,0.00005309904,0.00001929246],"domain_scores_gemma":[0.9998345,0.00004644237,0.00002665018,0.00001411551,0.0000525982,0.0000256371],"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":[0.000245167,0.00006518072,0.00480396,0.0001123128,0.00002419019,0.0006223685,0.00002919449,0.7644865,0.2165298,0.006043725,0.0006234063,0.00641422],"study_design_scores_gemma":[0.00004873267,0.0002846123,0.01177972,0.00001568868,0.00002077396,0.0002086267,0.00006867771,0.8946045,0.09069433,0.001267451,0.0009650732,0.00004180229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676266,0.00006776408,0.01420853,0.0001005318,0.00003516218,0.00002961525,0.0006329554,0.0002842431,0.0170145],"genre_scores_gemma":[0.9959161,0.00002144244,0.002519355,0.000008765132,0.000001849065,0.000009811766,0.0001491068,0.00001310228,0.001360507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003148678,"threshold_uncertainty_score":0.009575069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004524734626593663,"score_gpt":0.20979111234474,"score_spread":0.2052663777181463,"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."}}