{"id":"W2532487330","doi":"10.1115/omae2016-54151","title":"Experimental and Numerical Studies of the Plastic Behavior of Large Structural Grillages Subjected to Ice Loads","year":2016,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; St. John’s Health Sciences Centre; Canatec (Canada)","funders":"National Research Council Canada; Samsung; Memorial University of Newfoundland; Atlantic Canada Opportunities Agency; U.S. Department of Energy","keywords":"Structural engineering; Deflection (physics); Finite element method; Deformation (meteorology); Materials science; Geotechnical engineering; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005833855,0.0004362086,0.0002744968,0.0006042105,0.0003439506,0.0002161041,0.0004235779,0.0005033186,0.002305147],"category_scores_gemma":[0.001050175,0.0002119385,0.00026763,0.000423706,0.0007730423,0.0003306927,0.0002961999,0.0003956312,0.000174018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821933,"about_ca_system_score_gemma":0.000144039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025423,"about_ca_topic_score_gemma":0.002165254,"domain_scores_codex":[0.9997075,0.00002855356,0.0000175128,0.00004513659,0.0001300071,0.00007121736],"domain_scores_gemma":[0.9990903,0.0004529977,0.0001381125,0.0001202566,0.000125696,0.00007262507],"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":[0.0004573465,0.0002548937,0.006264408,0.0001866652,0.00001635643,0.0004845951,0.0004475444,0.04317191,0.9380282,0.000375429,0.0001432202,0.01016936],"study_design_scores_gemma":[0.00004985488,0.003037906,0.08624587,0.00003872525,0.0000390042,0.0003753014,0.0005267898,0.1114062,0.7959787,0.0003034067,0.001942521,0.00005568661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971346,0.0000850851,0.001669991,0.00001641467,0.000008995631,0.00001593259,0.0001097024,0.00002564069,0.0009336392],"genre_scores_gemma":[0.9971523,0.00009745112,0.002033349,0.000007141056,0.000005369517,0.00001395742,0.0000849884,0.000008678338,0.000596755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305147,"threshold_uncertainty_score":0.00771147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127647316827764,"score_gpt":0.2586103186952238,"score_spread":0.2458455870124474,"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."}}