{"id":"W3210944816","doi":"10.1093/mnras/stab2860","title":"The Nearby Evolved Stars Survey II: Constructing a volume-limited sample and first results from the James Clerk Maxwell Telescope","year":2022,"lang":"en","type":"preprint","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center; Vlaamse regering; National Astronomical Observatory of Japan; Chinese Academy of Sciences South America Center for Astronomy; Ministry of Science and Technology, Taiwan; National Research Foundation of Korea; National Aeronautics and Space Administration; Korea Astronomy and Space Science Institute; Fonds Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Academia Sinica; Science and Technology Facilities Council; National Research Foundation; Great Britain Sasakawa Foundation; National Natural Science Foundation of China","keywords":"Physics; Astrophysics; Stars; James Clerk Maxwell Telescope; Galactic plane; Astronomy; Sky; Telescope; Black-body radiation; Wavelength; Star formation; Optics","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":[0.001397004,0.0003230371,0.000457921,0.002277621,0.000508025,0.001085022,0.0008064036,0.0003773236,0.0009791586],"category_scores_gemma":[0.002323078,0.0003342687,0.0003530631,0.002031511,0.0003446871,0.000419105,0.00171986,0.0002471082,0.0007490052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673055,"about_ca_system_score_gemma":0.0004866792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809225,"about_ca_topic_score_gemma":0.04847893,"domain_scores_codex":[0.9990157,0.0002169282,0.00005148831,0.0003263821,0.000229037,0.0001605482],"domain_scores_gemma":[0.9981202,0.0002756545,0.0002936129,0.0003385544,0.0003900569,0.0005818122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000245758,0.0001187351,0.9761671,0.0000403508,0.0001143783,0.0002977827,0.0004234228,0.001730153,0.00646178,0.0005129434,0.002163594,0.01172387],"study_design_scores_gemma":[0.00002289251,0.00005038008,0.9943573,0.000005946936,0.00001910074,0.00008828632,0.0002116229,0.001579591,0.0004863903,0.00007688429,0.003094051,0.00000754586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937952,0.0001742057,0.001012825,0.00003810388,0.000003813963,0.00002615395,0.003889241,0.00003283733,0.001027676],"genre_scores_gemma":[0.9657999,0.0001701988,0.00337597,0.00006617726,0.00002554116,0.00004055478,0.02912501,0.00005499047,0.001341592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809225,"threshold_uncertainty_score":0.05585742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612868787959055,"score_gpt":0.210256435361912,"score_spread":0.1941277474823215,"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."}}