{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002511556,0.00007916912,0.0001244881,0.00003144532,0.00003431475,0.00001515088,0.00009444814,0.00001796006,0.000146664],"category_scores_gemma":[0.00001378009,0.00005558204,0.0001362692,0.0002505911,0.00005231818,0.0001229754,0.000004449294,0.0002589721,0.00001829309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000152088,"about_ca_system_score_gemma":0.00006657359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004931934,"about_ca_topic_score_gemma":0.000003746558,"domain_scores_codex":[0.9993547,0.00006230594,0.0002572165,0.00007308483,0.0001468389,0.0001058651],"domain_scores_gemma":[0.9993488,0.0003703417,0.00008977365,0.0001117487,0.0000471583,0.00003215421],"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":[0.0001148549,0.00027332,0.03743957,0.00002760525,0.0000818601,0.00001039281,0.001640571,0.06347226,0.002258569,0.8502811,0.000499515,0.04390038],"study_design_scores_gemma":[0.001347917,0.0008548431,0.05243709,0.0008699272,0.00032742,0.00001276739,0.003051777,0.1848224,0.01024988,0.7439605,0.001660564,0.0004049383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461863,0.0002128827,0.05124532,0.0002349697,0.0002897052,0.00005981789,0.0000127201,0.000005151807,0.00175314],"genre_scores_gemma":[0.9992445,0.000006171431,0.00006597394,0.00001642675,0.0001296162,0.000002205057,0.000002763411,0.00001173478,0.000520571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213501,"threshold_uncertainty_score":0.226657,"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."}}