{"id":"W2067756552","doi":"10.1088/0004-637x/793/2/75","title":"STRONG BRIGHTNESS VARIATIONS SIGNAL CLOUDY-TO-CLEAR TRANSITION OF BROWN DWARFS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; York University; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Brown dwarf; Brightness; Photosphere; Amplitude; Telescope; Astronomy; Observatory; Green Bank Telescope; Spectral line; Stars; Galaxy","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":[0.0001242515,0.0001064571,0.0001057951,0.000813769,0.0002534029,0.000300246,0.0001497558,0.0001224577,0.002382148],"category_scores_gemma":[0.0002723252,0.00006010907,0.00009503635,0.0004771702,0.0002731236,0.0001009536,0.000260351,0.00009075279,0.0002660689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196802,"about_ca_system_score_gemma":0.00008494427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192299,"about_ca_topic_score_gemma":0.007721113,"domain_scores_codex":[0.9999471,0.000003938152,0.000003238419,0.00001588402,0.00001045086,0.00001939489],"domain_scores_gemma":[0.9997647,0.00004548857,0.00008294317,0.00002209177,0.00002658167,0.00005818342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003821555,0.00003200585,0.8968939,0.00002835934,0.00003859589,0.0003781386,0.0001991057,0.0002105363,0.09124074,0.000243371,0.0006670613,0.009686051],"study_design_scores_gemma":[0.000002176274,0.00003044889,0.9964024,0.000001321671,0.000007723879,0.000141071,0.00005396935,0.0002054831,0.002818402,0.00004357798,0.0002919189,0.000001597425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988137,0.00002097428,0.0001662851,0.000006567064,0.000001484377,0.000001901214,0.0002733081,0.0000194931,0.0006963545],"genre_scores_gemma":[0.9991806,0.0000124556,0.0001761699,0.000007383683,0.00000406854,0.000001737497,0.0003702986,0.000005089906,0.0002421195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192299,"threshold_uncertainty_score":0.008335769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00917143927029438,"score_gpt":0.2165146703379123,"score_spread":0.2073432310676179,"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."}}