{"id":"W2346406264","doi":"10.3847/2041-8205/824/2/l28","title":"LOWERING ICECUBE'S ENERGY THRESHOLD FOR POINT SOURCE SEARCHES IN THE SOUTHERN SKY","year":2016,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Office of Polar Programs; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; Helmholtz Alliance for Astroparticle Physics; Danmarks Grundforskningsfond; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Science and Technology Facilities Council; National Research Foundation; Western Canada Research Grid; University of Oxford; Vlaamse regering; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Compute Canada; Vetenskapsrådet; U.S. Department of Energy; University of Wisconsin-Madison; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Sky; Point source; Neutrino; Event (particle physics); Energy (signal processing); Flux (metallurgy); Sample (material); Neutrino detector","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003231539,0.0002384386,0.0002351445,0.00004176767,0.0003291365,0.0001704944,0.0008165411,0.00001665419,0.0000345918],"category_scores_gemma":[0.0000041038,0.0001077742,0.0003266606,0.0001335634,0.0001861017,0.0001655439,0.0001070832,0.0003717302,0.00003720775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005762726,"about_ca_system_score_gemma":0.00003691477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006508648,"about_ca_topic_score_gemma":0.000001216396,"domain_scores_codex":[0.9984185,0.0001062649,0.000286031,0.0002277401,0.0003477006,0.0006138029],"domain_scores_gemma":[0.9990473,0.0002856201,0.0001639073,0.0003661256,0.00003934196,0.00009764417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002942708,0.0003594893,0.001281051,0.000005185685,0.0002715849,0.00001261334,0.002775535,0.001690157,0.710712,0.05473718,0.003346697,0.2245143],"study_design_scores_gemma":[0.03180584,0.004113812,0.04126382,0.001681144,0.001069607,0.0001842908,0.04957095,0.01097687,0.05273249,0.7109287,0.08888529,0.006787238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6296,0.000009098751,0.3577235,0.01227976,0.00007317441,0.0001097077,0.00001863034,0.000008742923,0.0001773498],"genre_scores_gemma":[0.9957882,0.000001470195,0.0002918795,0.001395883,0.002274429,0.00004987404,0.000002498687,0.00003783507,0.0001579704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6579795,"threshold_uncertainty_score":0.4394904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140229132779045,"score_gpt":0.2138975184889004,"score_spread":0.20249522716111,"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."}}