{"id":"W4391810324","doi":"10.1007/s42286-024-00083-5","title":"Flexural-Gravity Waves Generated by Different Load Sizes and Configurations on Varying Ice Cover","year":2024,"lang":"en","type":"article","venue":"Water Waves","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; London Mathematical Society","keywords":"Flexural strength; Cover (algebra); Nonlinear system; Geology; Mechanics; Ridge; Computation; Materials science; Structural engineering; Mathematics; Physics; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001036837,0.000177355,0.0001504404,0.00003908401,0.0002561515,0.0002571821,0.00008311043,0.00006261617,0.001403818],"category_scores_gemma":[0.00001206205,0.000102978,0.00004048424,0.00005737364,0.0001130954,0.000213542,0.00001428513,0.0001566078,0.0003080468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009460222,"about_ca_system_score_gemma":0.00002320064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006032659,"about_ca_topic_score_gemma":0.00009060007,"domain_scores_codex":[0.9989948,0.00005630796,0.0001624368,0.0002951131,0.0002045392,0.0002868185],"domain_scores_gemma":[0.9996062,0.0001363776,0.00001679377,0.000114696,0.00002306804,0.0001028819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001254609,0.0006772052,0.1988724,0.0020468,0.002046035,0.0008957508,0.04983761,0.01266334,0.3408685,0.008981565,0.07612888,0.3057272],"study_design_scores_gemma":[0.001824607,0.001194667,0.150033,0.0005006797,0.0003913907,0.0002180707,0.001324172,0.6278984,0.07403933,0.01425728,0.1258736,0.002444891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931098,0.0003735737,0.0002826185,0.001445714,0.000420903,0.0001163923,0.0003007628,0.00008626177,0.003863961],"genre_scores_gemma":[0.99377,0.0001907611,0.00009636235,0.0004527475,0.0001102648,0.000001150369,0.0006335247,0.000006222887,0.004738973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.615235,"threshold_uncertainty_score":0.999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105782680745381,"score_gpt":0.212260210084792,"score_spread":0.2012023832773381,"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."}}