{"id":"W3090703153","doi":"","title":"A M/T dwarf binary from the Canada-France Brown Dwarf Survey: probing the L/T transition","year":2013,"lang":"en","type":"article","venue":"Memorie della Societa Astronomica Italiana","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Brown dwarf; Geography; Physics; Astrophysics; Stars","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226621,0.0001924144,0.0004721376,0.001086943,0.002042099,0.001202041,0.0004645386,0.0006015016,0.001303624],"category_scores_gemma":[0.0008819679,0.0001449389,0.0001971484,0.001251015,0.0006574046,0.0003110692,0.0008581484,0.0004527718,0.0004075428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004789433,"about_ca_system_score_gemma":0.004978458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8280194,"about_ca_topic_score_gemma":0.9201429,"domain_scores_codex":[0.9997308,0.00001913092,0.000007195404,0.00006070963,0.00006574074,0.0001164865],"domain_scores_gemma":[0.9990433,0.00005806785,0.0001097049,0.00005339146,0.0003558149,0.0003797207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003007897,0.00008981132,0.9553577,0.00003305805,0.00005972263,0.0004833489,0.001071389,0.0005092697,0.01160123,0.001943852,0.01463789,0.01391209],"study_design_scores_gemma":[0.00001467318,0.00001124598,0.9938188,0.00000937587,0.00001524649,0.0000715878,0.0003876647,0.0004400954,0.0003778254,0.00009959049,0.004746372,0.000007517001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991973,0.0003670554,0.0001928836,0.001005986,0.00004185283,0.00001132613,0.002905939,0.00002990522,0.003472017],"genre_scores_gemma":[0.9951679,0.000120726,0.00027029,0.000280186,0.00002421278,0.000004895696,0.002010404,0.00002332423,0.002098119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8280194,"threshold_uncertainty_score":0.3459867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164421722339309,"score_gpt":0.1983799916638746,"score_spread":0.1867357744404815,"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."}}