{"id":"W4399570566","doi":"10.1007/s13538-024-01508-9","title":"On the Relevance of Magnetic Correlation Functions in Energetic Particle Transport Theory","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Physics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Physics; Relevance (law); Particle (ecology); Correlation; Statistical physics; Transport theory; Nuclear 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":[0.004093832,0.001045941,0.001910996,0.003036025,0.002218358,0.002949863,0.002416797,0.002708839,0.004920712],"category_scores_gemma":[0.01412791,0.0005624421,0.0014712,0.00152275,0.005510886,0.007243924,0.002232644,0.004410961,0.0005929422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174196,"about_ca_system_score_gemma":0.001481284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044109,"about_ca_topic_score_gemma":0.001696113,"domain_scores_codex":[0.9987783,0.0007423403,0.00004133191,0.00009769933,0.0002074468,0.0001329026],"domain_scores_gemma":[0.9918785,0.005834634,0.0005263841,0.0006186931,0.0006935037,0.0004482488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001073049,0.00001285645,0.00007110402,0.00002991774,0.0000053676,0.00004367506,0.00002758745,0.001909502,0.0000991378,0.9965064,0.0006087568,0.0006750264],"study_design_scores_gemma":[0.00001050563,0.000007745492,0.0001869985,0.00002452276,0.000005819984,0.00004623393,0.00002157254,0.03940285,0.00004425777,0.959672,0.0005665469,0.00001099233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3383401,0.02087096,0.3102365,0.03896406,0.004431169,0.0001065493,0.0004893219,0.0004822063,0.2860791],"genre_scores_gemma":[0.9596419,0.004563052,0.01401674,0.001727231,0.004044227,0.000083935,0.000208664,0.0002592931,0.015455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004920712,"threshold_uncertainty_score":0.02165049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00566379394644073,"score_gpt":0.2129918574911315,"score_spread":0.2073280635446907,"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."}}