{"id":"W2566749631","doi":"10.3847/1538-3881/153/1/37","title":"REDSHIFT-INDEPENDENT DISTANCES IN THE NASA/IPAC EXTRAGALACTIC DATABASE: METHODOLOGY, CONTENT, AND USE OF NED-D","year":2016,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Redshift; Compendium; Cosmic distance ladder; Galaxy; Physics; Hubble's law; Percentile; Database; Astrophysics; Computer science; Statistics; Geography; Mathematics","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":[0.00779185,0.0008016794,0.0009738991,0.0233872,0.000791911,0.004020567,0.001985789,0.0004209788,0.009925747],"category_scores_gemma":[0.0506823,0.0004942596,0.0005781237,0.02544123,0.0004572379,0.002399182,0.003432772,0.0009859463,0.008325729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150642,"about_ca_system_score_gemma":0.003279336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133546,"about_ca_topic_score_gemma":0.008072405,"domain_scores_codex":[0.9898915,0.001393814,0.003681082,0.001358004,0.003351451,0.0003241989],"domain_scores_gemma":[0.9599246,0.008458117,0.005815017,0.007474195,0.01650084,0.001827248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006296479,0.0003532761,0.1608841,0.003745215,0.0003189101,0.0003228723,0.002008441,0.003148324,0.002781835,0.01463194,0.525656,0.2855195],"study_design_scores_gemma":[0.0001066807,0.0001075799,0.2367095,0.0008979693,0.00009854978,0.000266193,0.001462529,0.003811001,0.005777268,0.003656398,0.7469155,0.0001908672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.03809636,0.0007498856,0.03412123,0.0004517111,0.0002572871,0.002381586,0.8961248,0.006143233,0.02167394],"genre_scores_gemma":[0.04392825,0.000611092,0.08066543,0.000149068,0.00009403377,0.004595701,0.86571,0.001312917,0.002933376],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0233872,"threshold_uncertainty_score":0.04120773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07715583896060288,"score_gpt":0.2801015913465613,"score_spread":0.2029457523859584,"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."}}