{"id":"W2971759341","doi":"10.1093/mnras/stz2551","title":"The magnetic early B-type stars – III. A main-sequence magnetic, rotational, and magnetospheric biography","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Herzberg Institute of Astrophysics; Royal Military College of Canada","funders":"National Research Council Canada; Smithsonian Astrophysical Observatory; Uppsala Universitet; Centre National de la Recherche Scientifique; Masarykova Univerzita; European Southern Observatory; Natural Sciences and Engineering Research Council of Canada; Smithsonian Institution; Knut och Alice Wallenbergs Stiftelse; Universität Wien; University of Hawai'i; University of Delaware; National Science Foundation; European Space Agency; National Aeronautics and Space Administration; Institut national des sciences de l'Univers; Vetenskapsrådet","keywords":"Physics; Astrophysics; Magnetic dipole; Stars; Magnetic field; Dipole; Stellar rotation; Magnetic flux; Stellar magnetic field; Coronal mass ejection; Solar wind","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":[0.0001072159,0.0001409132,0.00008446495,0.0006048348,0.0002445686,0.0003258189,0.00007402024,0.000113394,0.001237226],"category_scores_gemma":[0.0002122491,0.00005494872,0.0000717029,0.0003154989,0.0001437895,0.0001172115,0.0001799443,0.00008727484,0.0006390885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009424479,"about_ca_system_score_gemma":0.00008939127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451661,"about_ca_topic_score_gemma":0.001524084,"domain_scores_codex":[0.999969,0.000004140295,0.000002735981,0.00001020131,0.000007061307,0.000006870709],"domain_scores_gemma":[0.9998168,0.00001862482,0.00005494543,0.00001585701,0.00003205957,0.00006166862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852523,0.00006210437,0.8903731,0.00006460727,0.00003163585,0.0001616152,0.0003215362,0.0006854108,0.0728664,0.0005616783,0.0004087164,0.03417798],"study_design_scores_gemma":[0.00000834033,0.0001429558,0.9934818,0.00000912454,0.000007229286,0.0002924084,0.0001262027,0.0004893283,0.002850019,0.0002736446,0.002315601,0.000003417189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996051,0.0002591105,0.0004515329,0.00001705679,0.000003933173,0.000005297253,0.0002335276,0.00001283137,0.002965699],"genre_scores_gemma":[0.9977975,0.0001064371,0.0003810058,0.000009536409,0.000006914674,0.000002366528,0.0003681533,0.000003775021,0.001324409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001451661,"threshold_uncertainty_score":0.004138887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363408327527509,"score_gpt":0.1907196202606281,"score_spread":0.1843562119331006,"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."}}