{"id":"W2994838019","doi":"10.1093/mnras/stz3525","title":"The lifecycle of molecular clouds in nearby star-forming disc galaxies","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":286,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondo de Fomento al Desarrollo Científico y Tecnológico; Agencia Estatal de Investigación; Institut national des sciences de l'Univers; Natural Sciences and Engineering Research Council of Canada; Australian Research Council; Korea Astronomy and Space Science Institute; National Science Council; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Centre National de la Recherche Scientifique; California Earthquake Authority; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Max-Planck-Gesellschaft; Ministerio de Economía y Competitividad; Federación Española de Enfermedades Raras; Centre National d’Etudes Spatiales; California Department of Fish and Game; National Astronomical Observatory of Japan; National Institutes of Natural Sciences; Universität Heidelberg; National Radio Astronomy Observatory; H2020 European Research Council; Deutscher Akademischer Austauschdienst; European Commission; Deutsche Forschungsgemeinschaft; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology; National Science Foundation; European Space Agency; Ministerio de Ciencia, Innovación y Universidades; Comisión Nacional de Investigación Científica y Tecnológica; National Aeronautics and Space Administration; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Horizon 2020 Framework Programme","keywords":"Physics; Astrophysics; Star formation; Galaxy; Molecular cloud; Stars; Timeline; Astronomy; Galaxy formation and evolution","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846323,0.0001413622,0.0002681931,0.000006595637,0.0001369989,0.0000289768,0.0003716114,0.000028178,0.00002983999],"category_scores_gemma":[0.000004202547,0.00008510116,0.0003976088,0.00008238098,0.0001928326,0.00008775683,0.0003035238,0.0001867657,0.000008232219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072235,"about_ca_system_score_gemma":0.00003293198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000383466,"about_ca_topic_score_gemma":0.000007640116,"domain_scores_codex":[0.9989884,0.00004171111,0.0003816937,0.0001407493,0.0001873684,0.000260004],"domain_scores_gemma":[0.9992382,0.0001115372,0.000288046,0.0002883183,0.00004177695,0.00003211909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00004557469,0.0001173611,0.487593,0.0000234527,0.0002157026,1.245245e-8,0.001216493,0.5056105,0.00009475014,0.003221893,0.0001521221,0.001709145],"study_design_scores_gemma":[0.0008646983,0.00008649326,0.6479903,0.00005542653,0.00004935218,1.130138e-9,0.00586444,0.3409419,0.002567166,0.0005480316,0.000825901,0.0002062168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981121,0.00007255624,0.0000771371,0.0002121167,0.0001201449,0.000207991,0.00004136699,0.000004551507,0.001151972],"genre_scores_gemma":[0.9991244,1.237398e-7,0.0006393225,0.000004650786,0.00005357843,0.000009850984,0.000005149368,0.00001061092,0.0001523352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646686,"threshold_uncertainty_score":0.3470325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004417387413417589,"score_gpt":0.2004151654513836,"score_spread":0.195997778037966,"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."}}