{"id":"W1598308997","doi":"10.1086/317234","title":"Shellflow. I. The Convergence of the Velocity Field at 6000 Kilometers per Second","year":2000,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Herzberg Institute of Astrophysics","funders":"","keywords":"Physics; Peculiar velocity; Astrophysics; Cosmic microwave background; Galaxy; Amplitude; Redshift; Sky; Spurious relationship; Tully–Fisher relation; COSMIC cancer database; Extinction (optical mineralogy); Astronomy; Halo; Optics; Statistics","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":[0.001128321,0.0006681128,0.0004356887,0.002035468,0.0004246973,0.00109615,0.0009870196,0.0003044406,0.02254885],"category_scores_gemma":[0.004442011,0.0004133407,0.0004930565,0.001337446,0.0002494531,0.001281568,0.001211365,0.0005139895,0.009507256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425873,"about_ca_system_score_gemma":0.0006646673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209068,"about_ca_topic_score_gemma":0.009185605,"domain_scores_codex":[0.9993691,0.00004884238,0.00004851805,0.0001865454,0.0002527491,0.00009423365],"domain_scores_gemma":[0.9982249,0.0003100262,0.000308282,0.0005243288,0.0004605372,0.0001718683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002279404,0.0003277975,0.1447575,0.000411415,0.0002019364,0.000211906,0.0008216981,0.01655704,0.01223022,0.01746587,0.4273324,0.3774028],"study_design_scores_gemma":[0.0005535333,0.0003490861,0.2547836,0.0001821123,0.0001079158,0.0007635267,0.0001918843,0.3444102,0.05107734,0.01225785,0.3351626,0.0001604219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2265973,0.0003141599,0.1662356,0.0003599171,0.0005823757,0.0004912578,0.3428314,0.1675174,0.0950706],"genre_scores_gemma":[0.3490227,0.0001596423,0.184522,0.0001493613,0.0001758975,0.0004768413,0.4282157,0.01848949,0.01878833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02254885,"threshold_uncertainty_score":0.07543343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005628125948876561,"score_gpt":0.1946728282487691,"score_spread":0.1890447022998926,"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."}}