{"id":"W6922062251","doi":"10.1051/0004-6361/202039603/pdf","title":"Fast analytical calculation of the random pair counts for realistic survey geometry","year":2021,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Instituto de Astrofísica de Andalucía; Agence Nationale de la Recherche; York University; Carnegie Mellon University; Office of Science; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Princeton University; Brookhaven National Laboratory; U.S. Department of Energy; Aix-Marseille Université","keywords":"Correlation function (quantum field theory); Random function; Function (biology); Measure (data warehouse); Cluster analysis; Redshift; Galaxy; Expected value; Random field; Magnetic monopole; Estimation theory","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002356308,0.001014718,0.0008579489,0.001724179,0.000606514,0.001322859,0.002256949,0.0006956271,0.006205746],"category_scores_gemma":[0.0193768,0.0006264709,0.0009328754,0.001550289,0.0006738218,0.002647976,0.001692663,0.001275063,0.003292045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532423,"about_ca_system_score_gemma":0.001563789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005020631,"about_ca_topic_score_gemma":0.00601804,"domain_scores_codex":[0.9990165,0.000275944,0.00005371371,0.0001366081,0.0003974845,0.0001196158],"domain_scores_gemma":[0.9943915,0.003076145,0.0005052055,0.0009424742,0.0009293689,0.000155328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001155983,0.00006770129,0.008648135,0.0003135581,0.0001007545,0.001008984,0.0003870226,0.6230558,0.006421917,0.2304015,0.008245744,0.1212333],"study_design_scores_gemma":[0.000009777149,0.00001444299,0.001317867,0.0000357724,0.00001686815,0.0002837857,0.00004086677,0.956591,0.001364816,0.03701987,0.003275941,0.00002903885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009348618,0.0001355308,0.9872749,0.0001060685,0.00002496674,0.00004736625,0.0002154811,0.000816946,0.00203011],"genre_scores_gemma":[0.2143927,0.0006547136,0.7755541,0.0002211049,0.0001101469,0.0006847331,0.001612652,0.001046508,0.005723279],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006205746,"threshold_uncertainty_score":0.02076024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462788193584985,"score_gpt":0.2400482023918392,"score_spread":0.2254203204559893,"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."}}