{"id":"W2116312019","doi":"10.1088/0004-637x/746/1/85","title":"THE<i>HUBBLE SPACE TELESCOPE</i>CLUSTER SUPERNOVA SURVEY. V. IMPROVING THE DARK-ENERGY CONSTRAINTS ABOVE<i>z</i>&gt; 1 AND BUILDING AN EARLY-TYPE-HOSTED SUPERNOVA SAMPLE","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":1704,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Japan Society for the Promotion of Science; Smithsonian Astrophysical Observatory; National Aeronautics and Space Administration; Space Telescope Science Institute; Smithsonian Institution","keywords":"Physics; Dark energy; Astrophysics; Redshift; Photometry (optics); Supernova; Galaxy; Hubble's law; Astronomy; Cosmology; Stars","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":[0.001670027,0.0003725361,0.0003300819,0.006084885,0.0006283012,0.0009460972,0.0005387631,0.0003166823,0.004365086],"category_scores_gemma":[0.001912789,0.000230804,0.0003464374,0.002990799,0.0002100777,0.0005700521,0.0009662165,0.0005510584,0.00217591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852061,"about_ca_system_score_gemma":0.003359946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1248889,"about_ca_topic_score_gemma":0.2174428,"domain_scores_codex":[0.9997388,0.0000362983,0.00002033024,0.00005017049,0.00009754831,0.0000567936],"domain_scores_gemma":[0.9968349,0.0001458965,0.0006279716,0.000365224,0.0007381363,0.001287699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004536221,0.0001872124,0.5197487,0.0003006028,0.0002848558,0.0001687134,0.0003135962,0.0009451272,0.006071519,0.006376048,0.3596572,0.1054928],"study_design_scores_gemma":[0.00005924491,0.00004387752,0.8746084,0.00009106689,0.00004550061,0.00006326261,0.0001322719,0.0005120056,0.0009603554,0.0008147865,0.1226509,0.0000182315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3842883,0.006218614,0.005496975,0.007026531,0.001026761,0.0006102113,0.5255706,0.001649655,0.06811237],"genre_scores_gemma":[0.4589463,0.003546663,0.02021668,0.001654359,0.0006727396,0.0005081537,0.4804813,0.0004551964,0.03351877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1248889,"threshold_uncertainty_score":0.248324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361123272233618,"score_gpt":0.2356801487675814,"score_spread":0.2220689160452452,"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."}}