{"id":"W2796171267","doi":"","title":"Assessment of Symmetric Instability from Global Reanalysis Data","year":2017,"lang":"en","type":"article","venue":"21st Conference on Atmospheric and Oceanic Fluid Dynamics and the 19th Conference on Middle Atmosphere","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Instability; Geology; Climatology; Physics","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":[0.005323808,0.0007431216,0.0005091611,0.003394092,0.0004962918,0.002025414,0.0007297074,0.0008844745,0.001708965],"category_scores_gemma":[0.01570565,0.0003458266,0.001112954,0.002387613,0.0003393309,0.002226662,0.001613206,0.0005560271,0.0006952994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546001,"about_ca_system_score_gemma":0.001294335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400593,"about_ca_topic_score_gemma":0.01383844,"domain_scores_codex":[0.9983649,0.00056398,0.0001912429,0.0002954485,0.0004241474,0.0001602644],"domain_scores_gemma":[0.9924145,0.002438175,0.00111323,0.0009020637,0.00277004,0.0003619723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001248543,0.0002453301,0.7818657,0.0002670476,0.001557912,0.0004602313,0.0004354269,0.09681763,0.007814984,0.002961644,0.005095912,0.1012297],"study_design_scores_gemma":[0.0001443772,0.0002405969,0.6551692,0.0001116751,0.000305982,0.0001063264,0.0005152646,0.3348858,0.003017858,0.001935362,0.003471779,0.00009573771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756403,0.0003779356,0.008321556,0.000411897,0.00007074625,0.000120784,0.009679733,0.0004003929,0.004976652],"genre_scores_gemma":[0.9838997,0.0001165205,0.00562821,0.00003794309,0.00004440546,0.00003956885,0.009799048,0.00006856435,0.0003659921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400593,"threshold_uncertainty_score":0.02815533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210902773412067,"score_gpt":0.2567210085216745,"score_spread":0.2246119807875538,"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."}}