{"id":"W3102601368","doi":"","title":"A Fitting Formula for the Non-Linear Evolution of the Bispectrum","year":2000,"lang":"en","type":"article","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bispectrum; Physics; Dark matter; Cold dark matter; Scale (ratio); Statistical physics; Astrophysics; Computational physics; Applied mathematics; Statistics; Quantum mechanics; Spectral density","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":[0.0006715008,0.00008611092,0.00008468202,0.00003927814,0.001229377,0.00008648717,0.0004972271,0.00002146568,0.002695577],"category_scores_gemma":[0.00007071468,0.00005826858,0.00009113093,0.0003482793,0.0001502437,0.0001605526,0.00015927,0.0001247677,0.0001990721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005030957,"about_ca_system_score_gemma":0.00001854843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004995559,"about_ca_topic_score_gemma":0.000001437302,"domain_scores_codex":[0.9990929,0.0001477356,0.0002031203,0.0001671824,0.0001737207,0.0002153312],"domain_scores_gemma":[0.9991798,0.0001283524,0.00009140944,0.0003139379,0.0002539645,0.00003253019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009432034,0.00007501426,0.002940053,0.00003290129,0.00008845599,1.049652e-7,0.001439652,0.0004260262,0.0001056262,0.9896731,0.001805135,0.003319653],"study_design_scores_gemma":[0.002078822,0.000290334,0.04560123,0.00007103447,0.00009501809,0.000002909027,0.002568397,0.0002559653,0.005753155,0.8847664,0.05823877,0.0002779675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993775,0.00003118214,0.0009815679,0.002536842,0.0001353001,0.001061548,0.00001623135,0.00004644377,0.001415933],"genre_scores_gemma":[0.9951921,0.000002041748,0.00002668754,0.00005288028,0.0001518203,0.000002711189,0.00005217934,0.00007896806,0.004440648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049067,"threshold_uncertainty_score":0.9982161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311113021687314,"score_gpt":0.2621674681165803,"score_spread":0.2490563378997072,"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."}}