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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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006066103,0.0002674627,0.000290411,0.00004168919,0.0004836572,0.0001338988,0.0001550695,0.00003851472,0.000006063872],"category_scores_gemma":[0.00001565404,0.0001844522,0.00005474278,0.0002095512,0.0002082513,0.0001434608,0.0001322613,0.0003031927,0.000006457654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000127028,"about_ca_system_score_gemma":0.00003246923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005252791,"about_ca_topic_score_gemma":0.0001178681,"domain_scores_codex":[0.9985417,0.0001938627,0.0002980038,0.000381429,0.000151732,0.0004332475],"domain_scores_gemma":[0.9990534,0.0004659572,0.0001166476,0.0002617651,0.00003484244,0.00006737604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005745904,0.00008120586,0.9486871,0.00002070038,0.0001212904,0.000001491118,0.002148969,0.00006734469,0.00009326114,0.00137602,0.001462844,0.04588234],"study_design_scores_gemma":[0.001589545,0.0001771674,0.9882848,0.00002274165,0.0001271346,0.000001511103,0.002743214,0.000532542,0.0001776883,0.002356584,0.003738552,0.0002485268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828788,0.0001809832,0.01380762,0.0009620316,0.0001488306,0.0006231148,0.0002913302,0.0000218401,0.001085461],"genre_scores_gemma":[0.997067,0.00003473779,0.001688682,0.00003562893,0.0004726409,0.00005548303,0.0005431165,0.00001790414,0.00008481456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04563381,"threshold_uncertainty_score":0.7521744,"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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