{"id":"W4321492060","doi":"10.5194/egusphere-egu23-1470","title":"Nonlinearity of the equation of state effects dynamics of nonlinear internal waves in late winter lakes","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Stratification (seeds); Forcing (mathematics); Physics; Internal wave; Mechanics; Inverse; Kondratiev wave; Atmospheric sciences; Mathematics; Geometry","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":[0.0001404952,0.0002357275,0.0002461638,0.0002590456,0.000512107,0.0007764128,0.0002105853,0.0003827977,0.001476265],"category_scores_gemma":[0.001260782,0.0002567209,0.0003454415,0.0001897666,0.0007736576,0.0005461234,0.0006522705,0.0005895327,0.0001468418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425887,"about_ca_system_score_gemma":0.0003835805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330244,"about_ca_topic_score_gemma":0.006667794,"domain_scores_codex":[0.9999309,0.00001792891,0.000003904678,0.000009034408,0.00001605307,0.00002218178],"domain_scores_gemma":[0.9996783,0.0001203647,0.00008705397,0.00002313779,0.00004348493,0.00004773363],"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":[0.0003640011,0.00018459,0.06879325,0.0001726235,0.0001234822,0.002425386,0.003710522,0.6843545,0.13178,0.08753432,0.002725156,0.01783214],"study_design_scores_gemma":[0.00001337923,0.0000497386,0.02423764,0.00001150793,0.00001803334,0.0001146299,0.0002989472,0.9626433,0.004272276,0.007713136,0.0005875138,0.00003979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874223,0.00006274007,0.005610147,0.0003002247,0.00001210114,0.00000754207,0.00004862661,0.00005758769,0.006478588],"genre_scores_gemma":[0.9980569,0.00005961704,0.0003581713,0.00001644547,0.000007458667,0.000005481867,0.0000182954,0.00001420674,0.001463337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330244,"threshold_uncertainty_score":0.02645004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657112075700973,"score_gpt":0.2356771955761358,"score_spread":0.2191060748191261,"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."}}