{"id":"W3034615510","doi":"10.1093/mnras/staa1663","title":"Beyond ΛCDM with H i intensity mapping: robustness of cosmological constraints in the presence of astrophysics","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Physics; Intensity mapping; Robustness (evolution); Astrophysics; Cosmology; Astronomy; Cosmological model; Redshift; Galaxy","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":[0.01762334,0.000758943,0.0007064648,0.001436173,0.0006389627,0.003180944,0.001379887,0.001000404,0.001840194],"category_scores_gemma":[0.08937858,0.0003776323,0.0006639317,0.001419342,0.002223257,0.002810904,0.002552159,0.001237989,0.0003781424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589282,"about_ca_system_score_gemma":0.0005492692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008808502,"about_ca_topic_score_gemma":0.003008278,"domain_scores_codex":[0.9949333,0.003475245,0.00014088,0.0008542957,0.0004010907,0.000195186],"domain_scores_gemma":[0.914704,0.06081231,0.009855155,0.01094372,0.002181945,0.001502891],"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":[0.001347827,0.0001329441,0.766992,0.0003947266,0.002591098,0.0006718404,0.001364622,0.1261238,0.003854122,0.04604208,0.004056203,0.04642862],"study_design_scores_gemma":[0.0001712385,0.0002600496,0.350303,0.0003971766,0.0006177857,0.0004156952,0.001090143,0.5058447,0.00492055,0.1270944,0.008679844,0.0002055036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572387,0.001925985,0.03126694,0.002075241,0.0001034489,0.00002901396,0.0006690372,0.0002554577,0.006436148],"genre_scores_gemma":[0.9955267,0.0001829392,0.003462447,0.0001462519,0.00007570309,0.000006574794,0.0002940063,0.00006095057,0.0002443574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762334,"threshold_uncertainty_score":0.09320229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124472774181935,"score_gpt":0.2085698063275902,"score_spread":0.1961225289093967,"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."}}