{"id":"W3012456894","doi":"10.1093/mnras/staa1934","title":"Fluctuations in galactic bar parameters due to bar–spiral interaction","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gauss Centre for Supercomputing; H2020 European Research Council; Leibniz-Gemeinschaft; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; Leibniz-Rechenzentrum; European Commission; Royal Society; York University; Max-Planck-Institut für Astronomie; New York University Abu Dhabi","keywords":"Physics; Bar (unit); Astrophysics; Spiral galaxy; Galaxy; RADIUS; Amplitude; Spiral (railway); Milky Way; Context (archaeology); Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004241279,0.0002034285,0.0002638215,0.0005407535,0.000170172,0.0006838471,0.0003511171,0.0003579461,0.0006551245],"category_scores_gemma":[0.003048655,0.0001943487,0.0003201624,0.0003155151,0.0003240547,0.0003485431,0.0004161032,0.0003140904,0.000122462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882609,"about_ca_system_score_gemma":0.0001356956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003283016,"about_ca_topic_score_gemma":0.001967415,"domain_scores_codex":[0.99988,0.0000312334,0.000006827381,0.00003492056,0.00001987529,0.0000271527],"domain_scores_gemma":[0.9990074,0.0003082919,0.0003071204,0.00008934808,0.0001218377,0.0001660164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004112127,0.0001279894,0.8021232,0.00003805892,0.000321651,0.0006896284,0.0003495342,0.1503375,0.03470758,0.002735405,0.00068357,0.007474656],"study_design_scores_gemma":[0.00002655897,0.0001299399,0.5541603,0.000009089404,0.00005555524,0.0002015587,0.000171417,0.4408336,0.003039132,0.0009298261,0.0004038537,0.00003919097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994159,0.00002128872,0.0003344692,0.00001811601,0.000001733992,8.877524e-7,0.0000321434,0.00001321113,0.0001622091],"genre_scores_gemma":[0.999821,0.000006372784,0.0000635777,0.000002493689,0.000001660095,7.518516e-7,0.00005715233,0.000003407269,0.00004362265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003283016,"threshold_uncertainty_score":0.006527841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079815346767645,"score_gpt":0.214419094328562,"score_spread":0.2036209408608855,"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."}}