{"id":"W4224231316","doi":"10.3847/1538-4365/ac78eb","title":"The DECam Local Volume Exploration Survey Data Release 2","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Laboratory Directed Research and Development; Fermilab; High Energy Physics; Science and Technology Facilities Council; Office of Science; Agencia Nacional de Investigación y Desarrollo; Instituto de Astrofísica de Andalucía; Institut de Física d'Altes Energies; National Astronomical Observatory of Japan; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Regional Development Fund; U.S. Department of Energy; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Centres de Recerca de Catalunya; National Science Foundation; European Space Agency; Ministerio de Ciencia, Innovación y Universidades; National Aeronautics and Space Administration","keywords":"Sky; Photometry (optics); Physics; Astrophysics; Point source; Astronomy; Volume (thermodynamics); Optics; Stars","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":[0.0009303432,0.000636137,0.0005573424,0.003517724,0.0004573061,0.001523018,0.001152215,0.0003564461,0.06615694],"category_scores_gemma":[0.003893241,0.0004202822,0.0003596418,0.00523914,0.0001608679,0.0009951798,0.001466435,0.0006079383,0.04812304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492929,"about_ca_system_score_gemma":0.001249279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03091345,"about_ca_topic_score_gemma":0.03968842,"domain_scores_codex":[0.9991537,0.0001026655,0.0000586951,0.0001643277,0.0003916518,0.0001289196],"domain_scores_gemma":[0.997034,0.0002984313,0.0003540837,0.0006187191,0.001405974,0.0002888473],"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":[0.00008345026,0.00002586964,0.01046418,0.0001045084,0.00002152972,0.00002753798,0.00005979612,0.0002387578,0.0002295194,0.0007703512,0.9753145,0.01265993],"study_design_scores_gemma":[0.00004971394,0.00001366934,0.03281971,0.00005933309,0.0000117383,0.00004759461,0.0001001393,0.000451687,0.000435501,0.0005441015,0.9654475,0.00001928969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003991685,0.00008013565,0.0007428404,0.0001708236,0.00006055179,0.00008486741,0.9802018,0.001072641,0.01359463],"genre_scores_gemma":[0.005725621,0.0000591234,0.001258048,0.0001044665,0.00003968457,0.0002666099,0.984367,0.0004124449,0.007767038],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06615694,"threshold_uncertainty_score":0.221317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031911628902177,"score_gpt":0.2551281316890388,"score_spread":0.224809015400017,"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."}}