{"id":"W1995413453","doi":"10.1086/505938","title":"Calibration of Synthetic Photometry Using DA White Dwarfs","year":2006,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":487,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; White dwarf; Photometry (optics); Astrophysics; Sky; Apparent magnitude; Vega; Photometric system; Astronomy; Effective temperature; Observatory; Stars","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":[0.001056411,0.0003562063,0.0002427433,0.001002786,0.0003426741,0.0006768971,0.0005351171,0.0002301718,0.001002725],"category_scores_gemma":[0.003577743,0.0002220286,0.0003179841,0.0009021285,0.0003353979,0.0003795534,0.0006206429,0.0002785404,0.0004465118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867874,"about_ca_system_score_gemma":0.0002489466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769281,"about_ca_topic_score_gemma":0.001615891,"domain_scores_codex":[0.9993749,0.0001359883,0.00006856448,0.0002253711,0.0001501311,0.00004496581],"domain_scores_gemma":[0.9978236,0.0003360919,0.0002404345,0.001011859,0.000504554,0.00008343959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007650528,0.0004049598,0.4577369,0.0002122247,0.0004205823,0.0002759848,0.0008831081,0.2960213,0.1081643,0.02014833,0.003689199,0.1112781],"study_design_scores_gemma":[0.00009555696,0.0004258379,0.4087826,0.00004595984,0.000155819,0.0008854624,0.0004619602,0.449478,0.1021502,0.01085122,0.02653864,0.0001289023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261711,0.0001192312,0.06583481,0.00003979956,0.00005202478,0.00007321146,0.001946246,0.0009043767,0.004859138],"genre_scores_gemma":[0.9745817,0.00005473444,0.02161083,0.0000246031,0.000009564548,0.0000653761,0.003155084,0.000108236,0.0003899546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769281,"threshold_uncertainty_score":0.005586922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392400440002141,"score_gpt":0.2304992387156422,"score_spread":0.2165752343156208,"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."}}