{"id":"W157814982","doi":"10.1017/s007418090021111x","title":"T Dwarf Photometric Variability","year":2003,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Brown dwarf; Variation (astronomy); Astrophysics; Physics; Amplitude; Photometry (optics); Astronomy; 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":[0.0004372292,0.0001684512,0.0002356815,0.001152189,0.0005040166,0.000587987,0.0001609057,0.0001433473,0.001226186],"category_scores_gemma":[0.0007958062,0.00007931491,0.000220924,0.0009360585,0.0002693256,0.0002466596,0.0004563381,0.0001528107,0.0006850169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305689,"about_ca_system_score_gemma":0.000205983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004419343,"about_ca_topic_score_gemma":0.008271926,"domain_scores_codex":[0.9996293,0.00003581652,0.00002227324,0.0001296894,0.0001075307,0.00007540409],"domain_scores_gemma":[0.998678,0.0001544686,0.0004352156,0.0001155756,0.0002883922,0.0003283579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008741151,0.00002569276,0.9738589,0.00002240855,0.00003533445,0.0001586828,0.0006052192,0.0001471668,0.01264614,0.0001138087,0.0005446596,0.01175466],"study_design_scores_gemma":[0.000001537984,0.00005259407,0.9973029,0.000001812962,0.00001001843,0.0003390239,0.00009360387,0.00009814159,0.0009784376,0.0000594844,0.001058899,0.000003548656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964612,0.0001142171,0.000432671,0.00001498446,0.000003499136,0.000004490046,0.0006943806,0.00003638334,0.002238148],"genre_scores_gemma":[0.9977098,0.00007561332,0.0002573167,0.00002128375,0.0000123462,0.000002998544,0.001169046,0.00001101456,0.0007404738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004419343,"threshold_uncertainty_score":0.008787274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007984247450216832,"score_gpt":0.2255651799562872,"score_spread":0.2175809325060704,"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."}}