{"id":"W4404285901","doi":"10.3847/1538-3881/ad7b30","title":"Measuring Sub-Kelvin Variations in Stellar Temperature with High-resolution Spectroscopy","year":2024,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Spectroscopy; High resolution; Astrophysics; Astronomy; Resolution (logic); Remote sensing","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":[0.00030099,0.0002662006,0.0002591879,0.0007469057,0.0002094818,0.0005297996,0.0004286687,0.0004232694,0.0006228075],"category_scores_gemma":[0.0009206359,0.0002056283,0.0002362421,0.0006262312,0.0002101947,0.0006138058,0.0003919859,0.0004054939,0.0003686158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019555,"about_ca_system_score_gemma":0.0001245764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009539466,"about_ca_topic_score_gemma":0.002274044,"domain_scores_codex":[0.9997886,0.00003113506,0.000009173327,0.00008391919,0.0000599513,0.0000272412],"domain_scores_gemma":[0.9995572,0.00008925337,0.0001436751,0.0001258663,0.00004938473,0.00003466491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003197624,0.0002163928,0.1732519,0.0002139215,0.0003274012,0.000212991,0.0004487588,0.03063519,0.6720744,0.002176004,0.001443731,0.1186795],"study_design_scores_gemma":[0.0000382143,0.000211175,0.532966,0.00003631591,0.0001224974,0.0005905894,0.0002295427,0.3253884,0.1309994,0.003722564,0.005583054,0.0001121623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833226,0.0005882018,0.1598466,0.0001251721,0.00005475811,0.00003030425,0.001048522,0.001891591,0.003188883],"genre_scores_gemma":[0.9453507,0.00008528224,0.05370089,0.00003282403,0.00002949868,0.00001683331,0.000402296,0.00006937644,0.0003122525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009539466,"threshold_uncertainty_score":0.00208348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020587944570823,"score_gpt":0.2068321889369119,"score_spread":0.1966263094912037,"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."}}