{"id":"W4401631693","doi":"10.22215/etd/2024-16000","title":"Representation of Atmospheric Gravity Wave Breaking and Saturation under the Anelastic Approximation","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Breaking wave; Physics; Boussinesq approximation (buoyancy); Mechanics; Instability; Convection; Amplitude; Convective instability; Gravity wave; Nonlinear system; Classical mechanics; Hydrostatic equilibrium; Wave propagation; Natural convection; Rayleigh number; Optics; Quantum mechanics","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":[0.0002018804,0.0004669551,0.0002812602,0.000409139,0.0004050664,0.0006503537,0.0006107957,0.0006042098,0.001320183],"category_scores_gemma":[0.0005022218,0.0002087276,0.0005298884,0.0001943039,0.0006173606,0.0009977069,0.0009266271,0.0006513725,0.0002142519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542691,"about_ca_system_score_gemma":0.000505129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004738186,"about_ca_topic_score_gemma":0.002149721,"domain_scores_codex":[0.9998655,0.00003267562,0.000006695192,0.00002064488,0.0000508814,0.00002352971],"domain_scores_gemma":[0.9998628,0.00003419021,0.00003823397,0.00001881476,0.00002884736,0.00001706558],"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":[0.00004048698,0.00006431801,0.002643693,0.00009356083,0.00003531944,0.0004319712,0.0002455675,0.7538646,0.02645665,0.2062206,0.000455062,0.009448183],"study_design_scores_gemma":[0.000004297702,0.00001489191,0.0003578523,0.000003498218,0.000003451592,0.00004039865,0.00001901495,0.991352,0.0003864103,0.007302133,0.0005100521,0.000006061188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.393459,0.0007175946,0.5601704,0.0005561996,0.0001018412,0.00007671032,0.00017548,0.0001703276,0.04457239],"genre_scores_gemma":[0.9707052,0.0004431419,0.01848269,0.00009124401,0.00006366142,0.00006467374,0.00007379144,0.00003863776,0.01003696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004738186,"threshold_uncertainty_score":0.009421229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008090405007486588,"score_gpt":0.2439558592191045,"score_spread":0.2358654542116179,"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."}}