{"id":"W4406408708","doi":"10.1093/mnras/staf078","title":"Rossby wave instability in magnetized protoplanetary discs – I. Azimuthal or vertical B-fields","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of Toronto; National Science and Technology Council; Academia Sinica; National Natural Science Foundation of China; Division of Mathematical Sciences; University of Cambridge","keywords":"Physics; Rossby wave; Instability; Azimuth; Astrophysics; Protoplanetary disk; Astronomy; Magnetic field; Mechanics; Planet; Atmospheric sciences","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008645091,0.0002193804,0.0001680822,0.0002644551,0.0001295865,0.0003520343,0.0002017024,0.0001514387,0.0005181642],"category_scores_gemma":[0.0002775116,0.000062672,0.0001218263,0.0001357681,0.0003390386,0.0001831597,0.0002438733,0.000133666,0.0001043977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931553,"about_ca_system_score_gemma":0.00008301318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243345,"about_ca_topic_score_gemma":0.0002877983,"domain_scores_codex":[0.999966,0.000008491015,0.000002031316,0.00000568711,0.000007022395,0.00001077395],"domain_scores_gemma":[0.9998517,0.00002852861,0.00006931167,0.00001111037,0.00001688183,0.00002238675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001293823,0.0001778974,0.03022133,0.0003412697,0.0001320202,0.00116935,0.0003878987,0.1349872,0.7952417,0.02215585,0.001221959,0.01266973],"study_design_scores_gemma":[0.0002573421,0.0006708585,0.07632591,0.00003005676,0.00004977138,0.0004189702,0.0003303312,0.8308489,0.07912234,0.01011934,0.001773778,0.000052313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938179,0.0004754456,0.001759582,0.00009467893,0.000007865521,0.000008282481,0.00006145712,0.0000485139,0.003726328],"genre_scores_gemma":[0.9993125,0.0001145499,0.000292399,0.00001026021,0.000005677055,0.000003854675,0.00002926692,0.0000044797,0.0002269955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243345,"threshold_uncertainty_score":0.002472222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768414008357336,"score_gpt":0.2125833508860311,"score_spread":0.2038149368776738,"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."}}