{"id":"W6927006856","doi":"10.25916/sut.26253026.v1","title":"Universal fitting formulae for baryon oscillation surveys","year":2006,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Killam Trusts; University of Portsmouth; Canadian Institute for Theoretical Astrophysics; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Redshift; Baryon; Galaxy; Spectral density; Dark energy; Measure (data warehouse); Baryon acoustic oscillations; Range (aeronautics); Oscillation (cell signaling)","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":[0.008317418,0.001290871,0.0009803761,0.003169177,0.0007346541,0.00145408,0.002615416,0.001705234,0.007097719],"category_scores_gemma":[0.09071439,0.0007779307,0.001372349,0.002839581,0.0008698236,0.003713324,0.001520481,0.001891649,0.003550075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496125,"about_ca_system_score_gemma":0.0007639199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344219,"about_ca_topic_score_gemma":0.002563238,"domain_scores_codex":[0.9963796,0.001586761,0.000269891,0.0004946697,0.00102427,0.0002449458],"domain_scores_gemma":[0.980226,0.01209758,0.001670032,0.00312892,0.002693124,0.000184326],"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":[0.0001511055,0.00008901091,0.008704693,0.0003466188,0.0001417144,0.0003765577,0.0006191659,0.525176,0.005924907,0.2069684,0.009129633,0.2423721],"study_design_scores_gemma":[0.00001933455,0.00004025498,0.003346431,0.0001160301,0.00003919847,0.0004888872,0.00008395805,0.8966001,0.002588279,0.0854461,0.0111339,0.00009759379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00630012,0.000252352,0.9890783,0.0001568892,0.00005989104,0.00007469529,0.0001980256,0.001260924,0.002618635],"genre_scores_gemma":[0.2457142,0.001212187,0.7395984,0.0005423221,0.0001656415,0.001018807,0.001574376,0.002294265,0.007879804],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008317418,"threshold_uncertainty_score":0.04398727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846480825805277,"score_gpt":0.2498050407977906,"score_spread":0.2213402325397378,"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."}}