{"id":"W3099529318","doi":"","title":"The ESSENCE Supernova Survey: Survey Optimization, Observations, and Supernova Photometry","year":2006,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; National Research Council Canada; Australian Research Council; European Southern Observatory; National Science Foundation","keywords":"Physics; Supernova; Photometry (optics); Redshift; Astrophysics; Dark energy; Telescope; Large Synoptic Survey Telescope; Astronomy; Luminosity; Cosmology; Stars; Galaxy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002009916,0.0002985486,0.0004298271,0.0002202378,0.0006722509,0.0001358289,0.0009408704,0.00007420175,0.0004264664],"category_scores_gemma":[0.00002079111,0.000329975,0.0001768403,0.001210881,0.000732361,0.002658115,0.0005333318,0.0002204264,0.00002291827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953358,"about_ca_system_score_gemma":0.0002645783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134562,"about_ca_topic_score_gemma":0.006659085,"domain_scores_codex":[0.9982914,0.00013383,0.0002772769,0.0004767879,0.0004326988,0.0003879769],"domain_scores_gemma":[0.9982334,0.0004485085,0.0002633362,0.0004710479,0.00042148,0.0001621797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175899,0.0002112785,0.9923713,0.00002292514,0.0001188986,0.00001196725,0.00002238988,0.0009224727,2.141125e-7,0.000397991,0.004305128,0.001497852],"study_design_scores_gemma":[0.0007314513,0.00007289003,0.9894415,0.0000211046,0.00003856529,0.000001283146,0.0001075219,0.0004414388,0.000005317832,0.00005379139,0.008749446,0.0003357235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986587,0.00006758281,0.004887704,0.0001708111,0.00006035682,0.0002535105,0.005847665,0.00006208079,0.002063269],"genre_scores_gemma":[0.9886537,0.00006984104,0.0006801367,0.00001349557,0.00003388001,2.821878e-8,0.003508288,0.00002565041,0.007014945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004951676,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370779613554855,"score_gpt":0.1738965944755502,"score_spread":0.1601887983400016,"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."}}