{"id":"W1859388247","doi":"10.1111/j.1365-2966.2012.21629.x","title":"Power spectrum estimation from peculiar velocity catalogues","year":2012,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Centre for Supercomputing Applications; Science and Technology Facilities Council; Agence Nationale de la Recherche; National Science Foundation","keywords":"Physics; Peculiar velocity; Astrophysics; Dipole; Moment (physics); Field (mathematics); Galaxy; Spectral density; Power law; Scale (ratio); Dark matter; Velocity dispersion; Statistical physics; Statistics; Classical mechanics; Redshift; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508734,0.0005131373,0.0005084719,0.008426318,0.0002700743,0.00130636,0.0007782468,0.0005311799,0.002791239],"category_scores_gemma":[0.01550606,0.000331489,0.0006004894,0.003849497,0.0003055673,0.001157252,0.0008553031,0.00041131,0.001463687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258865,"about_ca_system_score_gemma":0.0003459009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157172,"about_ca_topic_score_gemma":0.003098655,"domain_scores_codex":[0.9991102,0.0001683961,0.00006798364,0.0002532863,0.0002963499,0.0001038543],"domain_scores_gemma":[0.9932085,0.003032046,0.001213004,0.001301199,0.0009883511,0.00025689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003026964,0.0001202213,0.6559819,0.000189813,0.000473232,0.0002307328,0.0005308555,0.09169871,0.01842055,0.01237828,0.004985228,0.2146878],"study_design_scores_gemma":[0.00003836016,0.00007575513,0.6336114,0.0000558555,0.00007985434,0.0003114981,0.0002042118,0.3378974,0.006181831,0.01512393,0.006327984,0.00009191214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7451913,0.000320474,0.239173,0.00007990511,0.00002570777,0.0001026317,0.007069493,0.002126159,0.005911192],"genre_scores_gemma":[0.9408197,0.0001817483,0.04754247,0.00001578702,0.00003373138,0.00005400354,0.01044828,0.0001560595,0.0007481439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008426318,"threshold_uncertainty_score":0.01224262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005918582537349971,"score_gpt":0.1933289923195311,"score_spread":0.1874104097821811,"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."}}