{"id":"W1799848352","doi":"10.1111/j.1365-2966.2006.10334.x","title":"Testing dark energy with the Advanced Liquid-mirror Probe of Asteroids, Cosmology and Astrophysics","year":2006,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Dark energy; Baryon acoustic oscillations; Astrophysics; Cosmology; Astronomy; Dark matter; Large Synoptic Survey Telescope; Weak gravitational lensing; Cosmic distance ladder; Telescope; Asteroid; Supernova; 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":[0.002588399,0.0003363512,0.0002300474,0.0006372957,0.000406994,0.000786975,0.0003821857,0.000440706,0.002521189],"category_scores_gemma":[0.004393448,0.0001495056,0.0002516729,0.0006532902,0.0004366019,0.0008105673,0.001086721,0.0005039496,0.000398568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046819,"about_ca_system_score_gemma":0.0002631289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331141,"about_ca_topic_score_gemma":0.005280049,"domain_scores_codex":[0.9992531,0.0003819246,0.00003118201,0.00009305378,0.0001633403,0.00007739972],"domain_scores_gemma":[0.9964898,0.001069718,0.0007184661,0.0006268993,0.0004355689,0.0006595329],"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":[0.001227638,0.0006313795,0.9287474,0.00004514906,0.0002387242,0.0003286701,0.0004930209,0.001377687,0.02052072,0.004066105,0.001513479,0.04081001],"study_design_scores_gemma":[0.00009415206,0.001315998,0.9689856,0.0000128093,0.0000777852,0.000517552,0.0005334042,0.007829259,0.009638615,0.005080498,0.005880345,0.00003392511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915536,0.0001151478,0.002622021,0.0002838071,0.00001093753,0.00003090613,0.0005368152,0.00003189796,0.004814708],"genre_scores_gemma":[0.9946582,0.00006219841,0.003816075,0.00007258137,0.00001590178,0.00001954426,0.0005477095,0.000008942143,0.0007988262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003331141,"threshold_uncertainty_score":0.01368898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006109743002086274,"score_gpt":0.1874648124315899,"score_spread":0.1813550694295036,"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."}}