{"id":"W4416019591","doi":"10.48550/arxiv.2511.03355","title":"Impact of Wave Interference on the Consistency Relations of Internal Gravity Waves near the Ocean Bottom","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; Nuclear Safety and Security Commission; University of Toronto; National Aeronautics and Space Administration; National Science Foundation","keywords":"Consistency (knowledge bases); Reflection (computer programming); Interference (communication); Series (stratigraphy); Set (abstract data type); Field (mathematics); Gravitational wave","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001049965,0.0006040768,0.0008213636,0.00006167885,0.0008170633,0.0001585948,0.001653473,0.0003199567,0.002309406],"category_scores_gemma":[0.0007915922,0.0003148896,0.0008718964,0.0009331186,0.002984815,0.0001901844,0.0003655411,0.001760151,0.00005613406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210104,"about_ca_system_score_gemma":0.001508581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00566598,"about_ca_topic_score_gemma":0.0003492344,"domain_scores_codex":[0.9964486,0.0005468916,0.001243125,0.0007194834,0.0005218655,0.0005200623],"domain_scores_gemma":[0.9945638,0.002402795,0.001234902,0.001235274,0.000407763,0.0001554515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050857,0.000143068,0.9910092,0.0001536033,0.0005880677,0.000004523086,0.002363003,0.001258796,0.000009517052,0.0004206647,0.0005368678,0.003307589],"study_design_scores_gemma":[0.000215259,0.0007027442,0.9826866,0.001211726,0.000256655,0.000009202386,0.001198752,0.009336633,0.0001718759,0.003672507,0.0002231438,0.0003149226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98722,0.001820856,0.0002519534,0.0009686984,0.0008160501,0.0005698384,0.0006615449,0.00002570961,0.007665332],"genre_scores_gemma":[0.9973696,0.001065098,0.0001923013,0.0002101384,0.00008578479,0.000002401899,0.00005243421,0.000008678954,0.001013549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101496,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547834940272353,"score_gpt":0.2549975059665253,"score_spread":0.2195191565638018,"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."}}