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M. Keck Foundation; Macquarie University; University of Portsmouth; University of Utah; New Mexico State University; Australian National University; University of Oxford; Natural Sciences and Engineering Research Council of Canada; University of Notre Dame; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Vanderbilt University; Universidad de La Laguna; Carnegie Institution of Washington; European Regional Development Fund; Universitat de Barcelona; Ohio State University; Smithsonian Institution; National Science Foundation; Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Subgiant; Physics; Astrophysics; Stars; LAMOST; Astronomy; Astrometry; Milky Way; Photometry (optics); Globular cluster","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002330948,0.0008201294,0.0006494753,0.001718141,0.0004901334,0.001242627,0.0005756964,0.00060346,0.01177423],"category_scores_gemma":[0.005142589,0.000520063,0.001353392,0.001699214,0.0002778476,0.001053614,0.001471261,0.0007591777,0.01144704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818566,"about_ca_system_score_gemma":0.0006465116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115005,"about_ca_topic_score_gemma":0.01055154,"domain_scores_codex":[0.9989167,0.0001622682,0.00008133147,0.000352009,0.0003447253,0.0001429031],"domain_scores_gemma":[0.9972177,0.0004320028,0.0005406135,0.001089564,0.0005510407,0.00016906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193601,0.0003072454,0.5329018,0.001087249,0.001387588,0.0005079092,0.002364189,0.02374213,0.03227367,0.01358354,0.2325791,0.1580719],"study_design_scores_gemma":[0.0002804285,0.0002749191,0.4074374,0.0002127617,0.0003534841,0.000873214,0.0003358601,0.03587309,0.03116748,0.006320419,0.5166971,0.0001737398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3738676,0.0008536723,0.1442001,0.0004059219,0.0003691266,0.0003850882,0.3368248,0.09481622,0.04827747],"genre_scores_gemma":[0.4562988,0.0003197963,0.1551365,0.0004226645,0.0001335426,0.0005537448,0.3467,0.02910733,0.01132758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177423,"threshold_uncertainty_score":0.03938866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360303752142384,"score_gpt":0.2591697401646813,"score_spread":0.2355667026432575,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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