{"id":"W3092003686","doi":"10.3847/1538-3881/abafba","title":"Mean Estimate Distances for Galaxies with Multiple Estimates in NED-D","year":2020,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Galaxy; Large Magellanic Cloud; COSMIC cancer database; Scale (ratio); Benchmark (surveying); Small Magellanic Cloud; Systematic error; Milky Way; Cosmic distance ladder","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":[0.003822893,0.0003124898,0.0004668774,0.004080691,0.0003492849,0.001310792,0.0008723306,0.0003688759,0.001945126],"category_scores_gemma":[0.02542819,0.0001241542,0.0003205292,0.002506505,0.0003803638,0.0007986238,0.001192146,0.0005959907,0.000610501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000777376,"about_ca_system_score_gemma":0.0004394019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157668,"about_ca_topic_score_gemma":0.004041944,"domain_scores_codex":[0.9981933,0.0004121875,0.0002105201,0.0004562913,0.0006064411,0.0001212705],"domain_scores_gemma":[0.9782592,0.01302217,0.002234895,0.003398666,0.002585255,0.0004997638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007282851,0.00009388207,0.7997504,0.0002990009,0.0003080283,0.0001251244,0.0002043878,0.04917536,0.002687554,0.01052828,0.008848471,0.1272511],"study_design_scores_gemma":[0.00009146756,0.0004725492,0.5579848,0.0001635126,0.0001708523,0.00110254,0.0006610254,0.3477414,0.02339552,0.035681,0.03236452,0.0001708039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.809685,0.001291839,0.1525415,0.000419148,0.0001119493,0.00009388854,0.02465619,0.002031197,0.009169228],"genre_scores_gemma":[0.9417619,0.0001039045,0.04605132,0.00003265971,0.00001700097,0.00004417713,0.0112709,0.00007360773,0.0006446741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004080691,"threshold_uncertainty_score":0.02021766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121334256702319,"score_gpt":0.2263070302128048,"score_spread":0.2150936876457816,"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."}}