{"id":"W4385209990","doi":"10.48550/arxiv.2307.11207","title":"Mass-accretion, spectral, and photometric properties of T Tauri stars in Taurus based on TESS and LAMOST","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Stockholms Universitet; Chinese Academy of Sciences; Queen's University Belfast; Villum Fonden; Johns Hopkins University; Space Telescope Science Institute; National Science Foundation; University of Washington; Queen's University; Ohio State University; National Central University; Gordon and Betty Moore Foundation; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Aeronautics and Space Administration; Chinese Academy of Sciences South America Center for Astronomy; Durham University; Smithsonian Institution","keywords":"Physics; Astrophysics; Stars; T Tauri star; LAMOST; Accretion (finance); Flare; Spectral energy distribution; Astronomy; Stellar mass; Star formation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002327492,0.00026865,0.0002661597,0.002725383,0.0003051874,0.0004722321,0.0002390118,0.0002016524,0.0004388537],"category_scores_gemma":[0.0006403027,0.0001238784,0.0004268966,0.0015644,0.0002401743,0.0003059932,0.0004417519,0.0001273883,0.0001764505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766101,"about_ca_system_score_gemma":0.0001225879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003373179,"about_ca_topic_score_gemma":0.006030546,"domain_scores_codex":[0.9998504,0.00001538907,0.00001781261,0.00005601141,0.00002980679,0.00003063981],"domain_scores_gemma":[0.9991769,0.0001012363,0.0003648436,0.00005748365,0.0001132411,0.0001862627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008612945,0.00001840798,0.9890144,0.00001207347,0.00003837043,0.0001071817,0.0001245307,0.0003999721,0.006140991,0.00002260777,0.00005533088,0.003980005],"study_design_scores_gemma":[0.000001619883,0.00002589325,0.9983991,0.000001791854,0.00001181275,0.0001367642,0.00005727595,0.0008296063,0.0004262602,0.00001147057,0.00009573064,0.000002762818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995356,0.0000384633,0.00006246879,0.000002837749,4.649312e-7,0.000001319997,0.0001713238,0.000005853305,0.0001817433],"genre_scores_gemma":[0.9988698,0.00003673374,0.0002107062,0.000003347044,0.000005258648,0.000002684679,0.0007963561,0.000002376929,0.00007271735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003373179,"threshold_uncertainty_score":0.006707072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242406572120773,"score_gpt":0.1686441536614888,"score_spread":0.1062200879402811,"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."}}