{"id":"W2101968672","doi":"10.1093/mnras/stu1385","title":"Galaxy formation as a cosmological tool – I. The galaxy merger history as a measure of cosmological parameters","year":2014,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust","keywords":"Physics; Astrophysics; Galaxy; Dark energy; Omega; Redshift; Cold dark matter; Halo; CMB cold spot; Dark matter; Cosmology; Halo mass function; Cosmological constant; Dark matter halo; Cosmic microwave background; Mathematical physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004888908,0.0001912698,0.000165713,0.00103069,0.0002249582,0.0008544681,0.0002562951,0.000215676,0.0008353334],"category_scores_gemma":[0.00153144,0.0001672314,0.0002851923,0.001054959,0.0008420768,0.001276387,0.0005097487,0.0002874986,0.0001565254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005686277,"about_ca_system_score_gemma":0.0001526025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851944,"about_ca_topic_score_gemma":0.002647618,"domain_scores_codex":[0.9998355,0.00006155449,0.000006640142,0.00003571634,0.0000449681,0.00001556579],"domain_scores_gemma":[0.9992543,0.0001933803,0.0003019452,0.0001443365,0.000052401,0.00005358159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001300409,0.00004419421,0.7079999,0.0003030822,0.0004428439,0.000297647,0.001212266,0.05642696,0.04467262,0.1122833,0.001152218,0.07503496],"study_design_scores_gemma":[0.000005976453,0.0001040434,0.8855818,0.00005735034,0.00007653472,0.0006716285,0.000417757,0.06736293,0.01020515,0.0222222,0.01322057,0.00007411296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954776,0.00669138,0.02844836,0.000393662,0.00002106007,0.00001373241,0.0005754022,0.0001282704,0.008952139],"genre_scores_gemma":[0.9949147,0.0009485336,0.003450819,0.00001962398,0.00001655672,0.000004236396,0.0001774537,0.00001228316,0.0004557864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003851944,"threshold_uncertainty_score":0.007659078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136389299710374,"score_gpt":0.1936429369896281,"score_spread":0.1822790439925243,"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."}}