{"id":"W4367368825","doi":"10.1093/mnras/stad1291","title":"The Pristine survey – XXI. Exploring the metal-poor boundary with ESPaDoNS","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council; Agence Nationale de la Recherche","keywords":"Physics; Photometry (optics); Stars; Metallicity; Astrophysics; Astronomy; Variable star","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":[0.0003335442,0.000158125,0.0001466312,0.001167989,0.0001955506,0.0004577643,0.0002040445,0.0001505446,0.001363333],"category_scores_gemma":[0.000511776,0.00008908993,0.0001144581,0.0009548326,0.0001512273,0.0003323364,0.0006649906,0.0001019819,0.0004376843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191081,"about_ca_system_score_gemma":0.0001293633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868297,"about_ca_topic_score_gemma":0.01439349,"domain_scores_codex":[0.9998505,0.00001959815,0.00001694226,0.00004976274,0.0000410488,0.00002212525],"domain_scores_gemma":[0.9995968,0.00005312504,0.000111483,0.00008512974,0.00009057228,0.00006289736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581959,0.00002902954,0.9604574,0.0000537024,0.00005467074,0.000410101,0.0004733996,0.0002003875,0.009296702,0.0003821816,0.0008548167,0.02762942],"study_design_scores_gemma":[0.000002622679,0.00001342579,0.9947432,0.000008085988,0.000005259928,0.0001242686,0.0003285776,0.0001075637,0.0005537527,0.00005490874,0.004056566,0.00000175884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933949,0.000219445,0.0002188504,0.00003804759,0.000003118154,0.000004950356,0.001383676,0.00001777095,0.004719351],"genre_scores_gemma":[0.9919963,0.0002459812,0.0006428862,0.00004452584,0.000005189634,0.000004125374,0.005438763,0.00001506197,0.001607133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004868297,"threshold_uncertainty_score":0.009679914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321755942126247,"score_gpt":0.2170573686426518,"score_spread":0.1938398092213893,"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."}}