{"id":"W161372795","doi":"","title":"Physical Testing And Finite Element Analysis of Icebreaking Ship Structures In the Post-Yield Region","year":2000,"lang":"en","type":"article","venue":"International Journal of Offshore and Polar Engineering","topic":"Mechanical and Thermal Properties Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Finite element method; Yield (engineering); Structural engineering; Marine engineering; Engineering; Geology; Geotechnical engineering; Materials science; Composite material","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":[0.0002785194,0.0003145489,0.000296155,0.0005411993,0.0005198437,0.0004133508,0.0007528408,0.0007255251,0.001555779],"category_scores_gemma":[0.0009210154,0.0003133809,0.0003153629,0.0003317989,0.0009911011,0.0003439081,0.0003896711,0.0002941079,0.0002765531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333926,"about_ca_system_score_gemma":0.0003904609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374961,"about_ca_topic_score_gemma":0.006366752,"domain_scores_codex":[0.9998313,0.00002551976,0.00001044033,0.00002170462,0.00007476629,0.00003615941],"domain_scores_gemma":[0.999643,0.0001569887,0.00004811631,0.00004784278,0.00007303087,0.00003101158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007352085,0.0006143107,0.03884668,0.00008789375,0.00004251845,0.001242193,0.0005843448,0.7432251,0.1909226,0.00163834,0.0003827889,0.021678],"study_design_scores_gemma":[0.00004817845,0.0007273247,0.08688617,0.00001334954,0.00002488102,0.000263923,0.0005784331,0.8797011,0.0307086,0.0004924964,0.0005284197,0.00002711586],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958763,0.00002168039,0.002643533,0.00002114579,0.000004549851,0.00000997794,0.00006536735,0.00001991365,0.001337477],"genre_scores_gemma":[0.9990429,0.00001385179,0.0005142865,0.000003141839,9.480953e-7,0.000005916025,0.00004578036,0.00000363007,0.0003693877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005374961,"threshold_uncertainty_score":0.01068735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016241999336769,"score_gpt":0.2201757595182765,"score_spread":0.2039337601815075,"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."}}