{"id":"W3043294020","doi":"10.48550/arxiv.1912.01102","title":"Magnetic OB[A] Stars with TESS: probing their Evolutionary and\\n Rotational properties -- The MOBSTER Collaboration","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University; Université de Moncton; Bishop's University","funders":"","keywords":"Stars; Physics; Exoplanet; Brightness; Photometry (optics); Surface brightness; Astrophysics; Magnetic field; Planet; Astronomy; Leverage (statistics); Computer science","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":[0.001347415,0.0003708044,0.0002963716,0.001408822,0.0008563477,0.001506981,0.0003995114,0.0004540576,0.002602344],"category_scores_gemma":[0.001118346,0.0001312725,0.0001464946,0.001219273,0.0006038478,0.001332486,0.002987045,0.000554043,0.001796072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471816,"about_ca_system_score_gemma":0.0005536246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007300901,"about_ca_topic_score_gemma":0.01896564,"domain_scores_codex":[0.9996272,0.00004975495,0.000009481339,0.000119459,0.0001151603,0.00007889103],"domain_scores_gemma":[0.9987463,0.00009910399,0.0002779978,0.0003181333,0.0002046536,0.0003538496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003849,0.0002161768,0.4935163,0.0007630422,0.0004341761,0.001134239,0.007554619,0.001183908,0.04195619,0.03394283,0.09990177,0.3183928],"study_design_scores_gemma":[0.00008851733,0.0001711327,0.4822946,0.0002393513,0.0001497945,0.001133475,0.001923198,0.002268061,0.008861003,0.01020014,0.4926094,0.0000614454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380745,0.01087356,0.004654819,0.005141331,0.0001858162,0.0001033122,0.01842375,0.0009025672,0.1216404],"genre_scores_gemma":[0.9196526,0.004316272,0.01630394,0.00119632,0.0004851626,0.00007346449,0.0233978,0.000483321,0.03409125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007300901,"threshold_uncertainty_score":0.01451683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120842794409573,"score_gpt":0.1553480416255089,"score_spread":0.1241396136814132,"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."}}