{"id":"W1979651616","doi":"10.1017/s1743921311010362","title":"τ Sco: the discovery of the clones","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Stars; Physics; Astrophysics; Magnetic field; Magnetism; Population; Astronomy; Spectral line; Quantum mechanics","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":[0.0002456857,0.0001157838,0.000115345,0.0007544013,0.0005057923,0.00122384,0.0002294991,0.0005216174,0.001452323],"category_scores_gemma":[0.001239506,0.0000884709,0.0001129609,0.0006617744,0.0006577987,0.0003742254,0.000532845,0.0005164209,0.0003996359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736935,"about_ca_system_score_gemma":0.0001974328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148885,"about_ca_topic_score_gemma":0.0008685705,"domain_scores_codex":[0.9998509,0.00001203166,0.000007796136,0.00005158692,0.00004745947,0.00003032361],"domain_scores_gemma":[0.999379,0.0001741414,0.0001136582,0.0001008951,0.00009790196,0.0001342894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123816,0.0001259076,0.3362489,0.0003168059,0.00008339424,0.01357066,0.003889541,0.0005097148,0.3090834,0.0409072,0.01358713,0.2804392],"study_design_scores_gemma":[0.0001277733,0.0005975935,0.4848017,0.0001979416,0.000118715,0.04702559,0.001924432,0.00265445,0.07977401,0.01411236,0.3686152,0.00005015694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758167,0.003551631,0.0039698,0.001470936,0.0002081613,0.00005463956,0.0008561346,0.0001336043,0.01393851],"genre_scores_gemma":[0.9906459,0.00179111,0.002397367,0.0005485214,0.0001209528,0.00002405539,0.0008544641,0.00003001941,0.003587672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452323,"threshold_uncertainty_score":0.004858494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006060675406864462,"score_gpt":0.2039228869931865,"score_spread":0.1978622115863221,"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."}}