{"id":"W4313559849","doi":"10.1051/0004-6361/202244606","title":"The MURALES survey","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Jet Propulsion Laboratory; National Aeronautics and Space Administration; California Institute of Technology; Agencia Nacional de Investigación y Desarrollo; Ministero dell’Istruzione, dell’Università e della Ricerca; Commonwealth Scientific and Industrial Research Organisation","keywords":"Physics; Astrophysics; Redshift; Integral field spectrograph; Accretion (finance); Supermassive black hole; Emission spectrum; Radio galaxy; Population; Galaxy; Spectral line; Astronomy; Active galactic nucleus; Accretion disc; Spectrograph","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":[0.0007196053,0.0005954803,0.0003907465,0.002899498,0.0005661341,0.0008344634,0.001152588,0.0002846737,0.0247904],"category_scores_gemma":[0.001381667,0.0001565587,0.0002477841,0.001966661,0.0001522858,0.0006826226,0.002198028,0.000378465,0.01230773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007806791,"about_ca_system_score_gemma":0.0008076009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02458902,"about_ca_topic_score_gemma":0.03675145,"domain_scores_codex":[0.999404,0.0001328551,0.00003438125,0.0001392983,0.0001687391,0.0001207643],"domain_scores_gemma":[0.9992552,0.00004829644,0.0001835821,0.0001415662,0.0002043894,0.0001668879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004637513,0.000161863,0.2065786,0.001177201,0.0001622141,0.00145975,0.003545692,0.0002634166,0.004018832,0.01431069,0.4988389,0.2690191],"study_design_scores_gemma":[0.00002428038,0.00005145552,0.2186498,0.0001198695,0.00001623229,0.0005570711,0.001014287,0.0001317474,0.000264678,0.0003870358,0.7787691,0.00001436287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3185506,0.01021759,0.003977182,0.0032578,0.0008535431,0.0007821899,0.3906693,0.00210246,0.2695892],"genre_scores_gemma":[0.3500715,0.006106528,0.01110941,0.001632245,0.0007219934,0.001271614,0.4490485,0.0007746539,0.1792636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0247904,"threshold_uncertainty_score":0.08293217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967545436414041,"score_gpt":0.2338305101770855,"score_spread":0.2141550558129451,"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."}}