{"id":"W1969221502","doi":"10.1088/0067-0049/192/1/1","title":"SUPERNOVA CONSTRAINTS AND SYSTEMATIC UNCERTAINTIES FROM THE FIRST THREE YEARS OF THE SUPERNOVA LEGACY SURVEY","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":896,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Defence Research and Development Canada; University of Waterloo; University of Toronto","funders":"Science and Technology Facilities Council; Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique","keywords":"Physics; Dark energy; Astrophysics; Redshift; Luminosity; Supernova; Hubble's law; Cosmological constant; Galaxy; Deceleration parameter; Cosmology; Astronomy; Theoretical physics","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":[0.01278611,0.000715719,0.0006707576,0.003813088,0.0008548623,0.001735857,0.00132032,0.0004706104,0.001041666],"category_scores_gemma":[0.02397839,0.0004918969,0.002063794,0.003841075,0.0005108884,0.0007434464,0.002318883,0.0007419721,0.0004078557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128707,"about_ca_system_score_gemma":0.001360092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0352461,"about_ca_topic_score_gemma":0.058432,"domain_scores_codex":[0.9938552,0.001979213,0.0009191538,0.001334076,0.00143211,0.0004802379],"domain_scores_gemma":[0.968018,0.01087188,0.006347768,0.009867752,0.00355025,0.001344267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008595458,0.00003851187,0.9697871,0.00004548752,0.0009023633,0.00005959194,0.0001897487,0.009636056,0.001001122,0.003205361,0.001196642,0.01385198],"study_design_scores_gemma":[0.00002165691,0.00003850698,0.9726556,0.00008802323,0.0002569124,0.0001320317,0.000119646,0.01304873,0.002077185,0.003684863,0.007814734,0.00006202571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492587,0.00235404,0.02843396,0.0003685761,0.0001215026,0.0000539362,0.01112505,0.0004852962,0.007798948],"genre_scores_gemma":[0.979734,0.0003569143,0.006700398,0.0001032077,0.00007749704,0.00005976908,0.01215671,0.0001002445,0.0007111179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0352461,"threshold_uncertainty_score":0.07008189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219847722925538,"score_gpt":0.2223131227555745,"score_spread":0.2101146455263192,"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."}}