{"id":"W1970702820","doi":"10.1088/0004-637x/768/2/121","title":"<i>HST</i>SPECTRAL MAPPING OF L/T TRANSITION BROWN DWARFS REVEALS CLOUD THICKNESS VARIATIONS","year":2013,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Brown dwarf; Brightness; Surface brightness; Stellar classification; Infrared; Massive compact halo object; Radiative transfer; Molecular cloud","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674878,0.0001668814,0.0002921377,0.00003848086,0.0003659838,0.00008342084,0.0002319903,0.00002804649,0.0005374915],"category_scores_gemma":[0.000008455928,0.0001109426,0.0002110648,0.0001579107,0.0001201507,0.0001843175,0.00002852853,0.0004403217,0.0001037351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001559192,"about_ca_system_score_gemma":0.00003678057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825651,"about_ca_topic_score_gemma":4.724952e-7,"domain_scores_codex":[0.9987618,0.0001535366,0.0003591054,0.0001327414,0.0002827762,0.0003099798],"domain_scores_gemma":[0.9991133,0.0002261685,0.0002320423,0.0001907087,0.0001452806,0.00009247608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004478997,0.00311541,0.418586,0.0001572282,0.005687391,0.00002759827,0.03388074,0.01091816,0.1945105,0.1807172,0.06216765,0.08978424],"study_design_scores_gemma":[0.001181223,0.0002339195,0.9240449,0.00009130221,0.0002808075,0.0000562866,0.001339756,0.00114912,0.001034825,0.06981481,0.0004356743,0.0003373774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953432,0.00008269802,0.1905489,0.003927562,0.0006569039,0.0002999688,0.00001890101,0.00002390965,0.009097897],"genre_scores_gemma":[0.9949982,0.000009215276,0.002238527,0.0001093229,0.002498965,0.000008963282,0.00001077763,0.00001293863,0.0001130537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.505459,"threshold_uncertainty_score":0.5885155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142620669543041,"score_gpt":0.2130451035277351,"score_spread":0.2016188968323047,"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."}}