{"id":"W3100215350","doi":"10.1051/0004-6361/201628259/pdf","title":"","year":2016,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad; Alexander von Humboldt-Stiftung","keywords":"Stars; Physics; Astrophysics; Magnetic field; Main sequence; Stellar evolution; K-type main-sequence star; Flare star; Astronomy; T Tauri star","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001396574,0.0002841015,0.0005023709,0.0001373564,0.0004264129,0.00001650597,0.0004940465,0.00006573445,0.001108915],"category_scores_gemma":[0.00001001847,0.0002504989,0.0002674184,0.0001952655,0.0003667845,0.0004900019,0.0002819966,0.0001098597,0.00008140184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003871494,"about_ca_system_score_gemma":0.0000529626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081272,"about_ca_topic_score_gemma":0.0001910054,"domain_scores_codex":[0.998447,0.00008586578,0.0001990417,0.0004691321,0.0003160859,0.0004828697],"domain_scores_gemma":[0.9985316,0.0003556889,0.0002664749,0.0004880381,0.0001778882,0.0001803179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829568,0.0001092798,0.9495599,0.00002112255,0.0003508425,0.00001988308,0.00263094,0.00000418249,0.000381268,0.001139031,0.001710861,0.04388975],"study_design_scores_gemma":[0.003213894,0.0002094965,0.9776222,0.0001291986,0.0001759699,0.000003775067,0.007466366,0.00001574321,0.0005612126,0.001318092,0.008866495,0.0004175717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940465,0.00008461104,0.01053672,0.002556941,0.0002764267,0.0002321738,0.000106477,0.00006637978,0.04567527],"genre_scores_gemma":[0.9963483,0.00002966846,0.0006988079,0.00005087495,0.0001745771,3.061509e-7,0.00002574257,0.00001418769,0.002657595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05588324,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009539928285434662,"score_gpt":0.1808859191481383,"score_spread":0.1713459908627036,"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."}}