{"id":"W1997766373","doi":"10.1111/j.1365-2966.2008.13250.x","title":"On the onset of stochasticity in Λ cold dark matter cosmological simulations","year":2008,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Observable; Decoupling (probability); Cold dark matter; Scaling; Amplitude; Dark matter; Dark energy; Cosmological perturbation theory; Perturbation (astronomy); Statistical physics; Astrophysics; Cosmology; Quantum mechanics","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":[0.001490734,0.0002973506,0.0003681628,0.0006995225,0.0005979303,0.001012125,0.0004783139,0.0004526793,0.0005908647],"category_scores_gemma":[0.00813314,0.0002995287,0.0003995303,0.0003384431,0.001261684,0.0005696706,0.001014783,0.0008909145,0.00004653853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067676,"about_ca_system_score_gemma":0.0006396685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274982,"about_ca_topic_score_gemma":0.01036677,"domain_scores_codex":[0.9997054,0.00009773295,0.00001484617,0.0000479694,0.00005378777,0.00008030436],"domain_scores_gemma":[0.9960657,0.002126747,0.0005394852,0.0002984367,0.0003125849,0.0006571125],"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":[0.0009092995,0.0002815902,0.1526543,0.00007247431,0.0002042432,0.0004880667,0.0007081213,0.8028346,0.01368726,0.02223833,0.0007738087,0.005147974],"study_design_scores_gemma":[0.00004029868,0.0001259241,0.03593967,0.00002289349,0.00002639791,0.00003402167,0.0001278986,0.9571911,0.002428245,0.003789773,0.0002439078,0.00002995709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982585,0.00002187143,0.0009946767,0.0000619487,0.0000033491,0.00000749724,0.00006307354,0.00003140539,0.0005576917],"genre_scores_gemma":[0.9992781,0.00001738698,0.0004770183,0.00001250489,0.000002559169,0.000007936888,0.0001070187,0.00001055857,0.00008698377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274982,"threshold_uncertainty_score":0.02535123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112220720747773,"score_gpt":0.2034153201077632,"score_spread":0.1922931129002855,"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."}}