{"id":"W3180651464","doi":"10.5194/egusphere-egu21-16413","title":"Anisotropic statistics of Lagrangian structure functions and Helmholtz decomposition","year":2021,"lang":"en","type":"article","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Isotropy; Anisotropy; Helmholtz free energy; Physics; Mathematical analysis; Mathematics; Statistical physics; 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":[0.001101614,0.0006568359,0.0003301688,0.001417665,0.0003052992,0.0009288533,0.0005470865,0.0004699675,0.001216457],"category_scores_gemma":[0.006338975,0.0003759954,0.0005100794,0.000853101,0.0007992499,0.001268322,0.000772621,0.000841855,0.0004826854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006392581,"about_ca_system_score_gemma":0.0008607166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005909539,"about_ca_topic_score_gemma":0.003325415,"domain_scores_codex":[0.9995672,0.000116171,0.00002173001,0.00007402268,0.000168656,0.00005232172],"domain_scores_gemma":[0.9985604,0.0006254897,0.000245467,0.0001820544,0.0003209068,0.00006568758],"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":[0.0001120746,0.00004762423,0.008743859,0.0001029322,0.00005966807,0.0001568794,0.0002260872,0.6046477,0.01843009,0.2507055,0.003728396,0.1130392],"study_design_scores_gemma":[0.000003093229,0.000006540926,0.001368108,0.000006256038,0.000002852906,0.00002574923,0.00001424064,0.9707611,0.001502558,0.02535236,0.0009411819,0.00001590332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03729526,0.0001276162,0.959526,0.0001290553,0.00002411464,0.00002397058,0.0002721698,0.0001765685,0.002425277],"genre_scores_gemma":[0.6581199,0.0008443937,0.3289488,0.0001396147,0.0001772875,0.0001821402,0.001557529,0.0003854483,0.009644865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005909539,"threshold_uncertainty_score":0.01175028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283208354692879,"score_gpt":0.227960538012126,"score_spread":0.2151284544651972,"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."}}