{"id":"W4283743339","doi":"10.3847/1538-4357/ac7c74","title":"The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package*","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Horizon 2020 Framework Programme; Agencia Nacional de Investigación y Desarrollo; Instituto de Astrofísica de Andalucía; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Magyar Tudományos Akadémia; Macquarie University; Stellar Astrophysics Centre; Ministerio de Ciencia, Innovación y Universidades; Gordon and Betty Moore Foundation; Danmarks Grundforskningsfond; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Science and Technology Facilities Council; National Research Foundation; Space Telescope Science Institute; National Science Foundation","keywords":"Interoperability; Python (programming language); Open source; Key (lock); Computer science; Systems engineering; Core (optical fiber); Software engineering; Engineering management; World Wide Web; Engineering; Telecommunications; Computer security; Operating system; Software","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02470284,0.002301505,0.001585631,0.004163017,0.003788304,0.009233248,0.006053518,0.002442084,0.02713084],"category_scores_gemma":[0.0524634,0.001728923,0.002298597,0.004103926,0.00284662,0.01200581,0.01883255,0.009011426,0.04375843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154177,"about_ca_system_score_gemma":0.01666287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543712,"about_ca_topic_score_gemma":0.003476623,"domain_scores_codex":[0.9891585,0.002468172,0.0006526936,0.001391878,0.005035758,0.001293049],"domain_scores_gemma":[0.9469896,0.008584407,0.00266399,0.009580171,0.01660457,0.01557734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005051517,0.0003150877,0.004004291,0.001023985,0.0001457231,0.0002444549,0.001297313,0.001406782,0.007456462,0.02529097,0.7207896,0.2375202],"study_design_scores_gemma":[0.000164663,0.0001553722,0.003663624,0.0004808473,0.00006517051,0.0002632581,0.0001866452,0.004442998,0.004531256,0.02111334,0.9647253,0.000207536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0137853,0.00300414,0.5612778,0.02096691,0.006229883,0.001653163,0.03284211,0.3214996,0.03874107],"genre_scores_gemma":[0.02719203,0.00190033,0.6060095,0.004627932,0.001945938,0.002430056,0.1138127,0.2139784,0.0281032],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9939465,"threshold_uncertainty_score":0.1306427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034964739329553,"score_gpt":0.2904419823164081,"score_spread":0.2700923349231125,"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."}}