{"id":"W2071231732","doi":"10.1093/mnras/stt1591","title":"High-performance P3M N-body code: CUBEP3M","year":2013,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; Laurentian University; University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Physics; Halo; Code (set theory); Reionization; Dark matter; Gaussian; Scaling; Astrophysics; Algorithm; Statistical physics; Redshift; Galaxy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001754302,0.0002533288,0.0003119754,0.00001417779,0.0003027163,0.00007384961,0.0006800749,0.00007035783,0.0009718909],"category_scores_gemma":[0.000005516489,0.0001911236,0.0003447213,0.000112124,0.0002584491,0.0004091241,0.0002738757,0.0002786326,0.0002599601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233257,"about_ca_system_score_gemma":0.00006076812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506951,"about_ca_topic_score_gemma":0.000005438057,"domain_scores_codex":[0.9984578,0.0000524211,0.0005099106,0.0002659899,0.0002545069,0.0004593596],"domain_scores_gemma":[0.9988506,0.00006548593,0.0003673404,0.0004858093,0.0001109224,0.0001197885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006053313,0.0001026269,0.7883924,0.00001532546,0.00009880056,1.601137e-10,0.0002454307,0.2075575,0.00001913208,0.0003538793,0.003053027,0.0001558361],"study_design_scores_gemma":[0.0003512858,0.00002998066,0.6774942,0.0000125012,0.00003228895,1.632084e-9,0.0002011023,0.3209765,0.0005224293,0.00008671079,0.0001580751,0.0001348927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981952,0.00001780074,0.00005011417,0.0003923756,0.0003341,0.0003816152,0.00006218506,0.00004109995,0.0005254994],"genre_scores_gemma":[0.996367,6.580272e-8,0.002255246,0.000006895368,0.0003622398,0.00006108592,0.00003894861,0.00002622226,0.0008822816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113419,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004905219279529827,"score_gpt":0.1822984906470553,"score_spread":0.1773932713675255,"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."}}