{"id":"W4399806183","doi":"10.1088/1475-7516/2024/06/047","title":"Suggestions of decreasing dark energy from supernova and BAO data","year":2024,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of British Columbia","funders":"","keywords":"Physics; Dark energy; Supernova; Scalar field; Astrophysics; Baryon acoustic oscillations; Context (archaeology); Cosmology; Mathematical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000169869,0.0000810624,0.0001966805,0.00003340334,0.00006881959,0.00002670057,0.0001057088,0.00002544897,0.00003937363],"category_scores_gemma":[0.00002345838,0.00006995305,0.00003524555,0.00008925199,0.0002116798,0.0002680396,0.00008023845,0.0001403633,0.000001072071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003131885,"about_ca_system_score_gemma":0.00007650474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006467698,"about_ca_topic_score_gemma":0.00000184928,"domain_scores_codex":[0.9993885,0.00006571237,0.0002515195,0.0001212005,0.00006410419,0.000108993],"domain_scores_gemma":[0.9992545,0.0003581542,0.0001027606,0.0001377848,0.00007083941,0.00007591939],"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":[0.0001148148,0.0001245872,0.1650463,0.00001084863,0.0003286967,0.00001710545,0.0004856598,0.00002729918,0.00922129,0.7381929,0.0005424385,0.08588799],"study_design_scores_gemma":[0.000374383,0.0001295703,0.02319027,0.00005522534,0.0001734674,0.00003047081,0.0003527056,0.0004502056,0.007508063,0.9671546,0.0005040313,0.00007697327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451083,0.001062068,0.05309507,0.0004165188,0.0001537571,0.00001560783,0.00009805595,0.000004731176,0.00004587334],"genre_scores_gemma":[0.9967246,0.00001043085,0.002956208,0.00003052502,0.0002297056,6.345896e-7,0.00002581166,0.000006533148,0.0000155614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289617,"threshold_uncertainty_score":0.2852603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018261578159868,"score_gpt":0.2767362959334941,"score_spread":0.2584747177736261,"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."}}