{"id":"W2076182892","doi":"10.1051/0004-6361/201014277","title":"Extending the Canada-France brown dwarfs survey to the near-infrared: first ultracool brown dwarfs from CFBDSIR","year":2010,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics; Université de Montréal","funders":"Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique","keywords":"Brown dwarf; Physics; Astrophysics; Infrared; Astronomy; Stars","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005925046,0.0003882533,0.0002899076,0.002059974,0.001078697,0.0007199013,0.0004951563,0.0002214595,0.001939847],"category_scores_gemma":[0.0006059908,0.0001506771,0.0004029465,0.001709996,0.000334234,0.0002065741,0.0008101028,0.0003764446,0.0008127103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564836,"about_ca_system_score_gemma":0.003767627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7097813,"about_ca_topic_score_gemma":0.8627187,"domain_scores_codex":[0.9993405,0.00002465562,0.00001222131,0.0001115704,0.000315612,0.000195488],"domain_scores_gemma":[0.998741,0.00005098792,0.0001565941,0.00009348059,0.0005318947,0.0004261289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324174,0.00005688233,0.919031,0.00009047463,0.0001063576,0.0003723646,0.001305811,0.0006452911,0.02170601,0.0009939476,0.01329357,0.04216592],"study_design_scores_gemma":[0.000008074964,0.00002465299,0.9697083,0.00001531423,0.00001458597,0.00009135655,0.0002920013,0.0003492266,0.001196592,0.00004754491,0.02824196,0.00001051597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599569,0.001577577,0.003304284,0.0004216386,0.000049478,0.000113381,0.01713896,0.0003152022,0.01712265],"genre_scores_gemma":[0.9283261,0.0008287788,0.01075885,0.0004595132,0.00006754391,0.00008885399,0.04585674,0.0001759084,0.01343771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902187,"threshold_uncertainty_score":0.5838557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007256039652201509,"score_gpt":0.1954128354163865,"score_spread":0.188156795764185,"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."}}