{"id":"W2914445469","doi":"10.3847/1538-3881/aafc26","title":"A Spectroscopic Analysis of the Hyades Cool Giants","year":2019,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Physics; Astrophysics; Radial velocity; Observatory; Line (geometry); Stars; Granulation; Astronomy; Geometry","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":[0.0001332637,0.0002536565,0.0001946076,0.001613504,0.0004139365,0.0003413447,0.0001360005,0.0001696387,0.0007693915],"category_scores_gemma":[0.0003031335,0.0001312369,0.0001774068,0.0006945586,0.0002108756,0.0001397458,0.0003326128,0.0001662064,0.0001680686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354518,"about_ca_system_score_gemma":0.0001206492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006885649,"about_ca_topic_score_gemma":0.01014953,"domain_scores_codex":[0.9999442,0.000004540413,0.000002715259,0.00001840171,0.0000151607,0.00001498641],"domain_scores_gemma":[0.9996389,0.00003702065,0.0001305502,0.0000301365,0.00007465458,0.00008869664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000310246,0.0000401632,0.9182374,0.00003964542,0.00005148958,0.0003566965,0.0007869338,0.0003283477,0.06858814,0.0001097641,0.0005606761,0.01059063],"study_design_scores_gemma":[0.000003808286,0.0000195283,0.9986061,0.000001946929,0.00000688502,0.0001298055,0.0001126898,0.0001163068,0.0005672897,0.00001292198,0.000420362,0.000002354726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993864,0.0000516185,0.00004332175,0.00001278903,0.000001570668,0.000002382535,0.0001732953,0.000008166493,0.000320423],"genre_scores_gemma":[0.9986022,0.00004595012,0.0002007632,0.00001852937,0.000006822468,0.000004613866,0.0007538548,0.000004870677,0.0003624763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006885649,"threshold_uncertainty_score":0.01369113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007669460693904306,"score_gpt":0.2224676027771897,"score_spread":0.2147981420832854,"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."}}