{"id":"W4330334941","doi":"10.1093/mnras/stad865","title":"Constraining atmospheric parameters and surface magnetic fields with <tt>ZeeTurbo</tt>: an application to SPIRou spectra","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Western University","funders":"H2020 European Research Council; Ministerio de Ciencia e Innovación; Agencia Estatal de Investigación; Agence Nationale de la Recherche","keywords":"Physics; Spectral line; Astrophysics; Magnetic field; Surface (topology); Astronomy","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":[0.0001371069,0.0001791051,0.0002273772,0.000003752976,0.0001368021,0.00006545459,0.0002561264,0.00005994168,0.00002592297],"category_scores_gemma":[0.00000364736,0.0001358337,0.0001365849,0.0001569509,0.0001616943,0.00007014359,0.0001160574,0.0002066511,0.00001015126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002604215,"about_ca_system_score_gemma":0.000030997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007187852,"about_ca_topic_score_gemma":0.00006489102,"domain_scores_codex":[0.9990249,0.00003488611,0.0001887721,0.000310593,0.0001322939,0.0003085617],"domain_scores_gemma":[0.9993365,0.0001155166,0.0001059992,0.0002857801,0.00002216148,0.0001340201],"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":[0.00002461392,0.00003764259,0.1915177,0.000007506219,0.00004894173,5.025603e-8,0.0006076391,0.8045329,0.00004040773,0.0001314079,0.00007733495,0.002973788],"study_design_scores_gemma":[0.0003403504,0.0001634638,0.1411095,0.00001391663,0.00005652803,1.080616e-8,0.001979498,0.8558959,0.0001557334,0.00005691934,0.00006761156,0.0001605119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961134,0.00001128162,0.002585127,0.000456718,0.00005885511,0.0003150769,0.00004615436,0.00003984747,0.0003735351],"genre_scores_gemma":[0.9721685,6.430827e-8,0.02756257,0.00003334562,0.00005553864,0.00001566837,0.00002064996,0.00001940629,0.0001242389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05136303,"threshold_uncertainty_score":0.5539137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005384236154292579,"score_gpt":0.1991660205525109,"score_spread":0.1937817843982183,"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."}}