{"id":"W2740853133","doi":"10.3847/1538-3881/aa8df9","title":"Target Selection for the SDSS-IV APOGEE-2 Survey","year":2017,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":291,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Sky; Stars; Physics; Observatory; Milky Way; Astronomy; Astrophysics; Red giant; RR Lyrae variable; Red clump; Spectrograph; Globular cluster","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":[0.002395784,0.0004526943,0.0003741314,0.002477481,0.00043094,0.0009640263,0.0006002428,0.0003667628,0.01224053],"category_scores_gemma":[0.005144953,0.000346474,0.0002959413,0.002368857,0.0001178886,0.0004742429,0.001074048,0.0003962682,0.0135281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998886,"about_ca_system_score_gemma":0.0006602738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189679,"about_ca_topic_score_gemma":0.00551701,"domain_scores_codex":[0.9988367,0.0001836185,0.0001120243,0.000314138,0.0004131208,0.0001403042],"domain_scores_gemma":[0.9971601,0.0003848242,0.0003172581,0.0008279251,0.001062798,0.0002470886],"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":[0.0007639593,0.0003257926,0.2603396,0.0002462972,0.0001089711,0.0001351065,0.000454702,0.005696416,0.01486917,0.004070789,0.4849809,0.2280083],"study_design_scores_gemma":[0.0003827389,0.0002426771,0.4867084,0.0001507961,0.00008020928,0.0003582663,0.0004212758,0.0275809,0.02448591,0.003585434,0.4558819,0.0001214924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.2879376,0.0004069815,0.1340134,0.0007499118,0.0001762086,0.002477761,0.463795,0.05014338,0.0602998],"genre_scores_gemma":[0.1625012,0.0002171632,0.1323302,0.0005165365,0.00007765472,0.002933373,0.6836525,0.003575524,0.01419596],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01224053,"threshold_uncertainty_score":0.04094863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899983971034637,"score_gpt":0.2695576647812609,"score_spread":0.2405578250709145,"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."}}