{"id":"W1903988242","doi":"10.1103/physrevd.91.083539","title":"Strong optimized conservative Fermi-LAT constraints on dark matter models from the inclusive photon spectrum","year":2015,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Stony Brook University; High Energy Accelerator Research Organization; Institut National de Physique Nucléaire et de Physique des Particules; Vetenskapsrådet; National Science Foundation; Agenzia Spaziale Italiana; Centre National de la Recherche Scientifique; Industry Canada; Istituto Nazionale di Astrofisica; Ministerio de Economía y Competitividad; Swedish National Space Agency; Istituto Nazionale di Fisica Nucleare; Government of Canada; Institut Périmètre de physique théorique; Alfred P. Sloan Foundation; Ontario Ministry of Research, Innovation and Science; Ministry of Education, Culture, Sports, Science and Technology; National Aeronautics and Space Administration; Japan Aerospace Exploration Agency; U.S. Department of Energy","keywords":"Physics; Dark matter; Weakly interacting massive particles; Fermi Gamma-ray Space Telescope; WIMP; Astrophysics; Scalar field dark matter; Dark matter halo; Milky Way; Light dark matter; Annihilation; Galactic halo; Photon; Galaxy; Halo; Particle physics; Dark energy; Cosmology; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003912777,0.001313877,0.001183422,0.001007017,0.0007595395,0.002658068,0.001628823,0.0007931325,0.001858365],"category_scores_gemma":[0.01355026,0.0006985266,0.001019428,0.0006257497,0.001264674,0.001747109,0.002159027,0.001263837,0.0002832769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370301,"about_ca_system_score_gemma":0.0009119718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645666,"about_ca_topic_score_gemma":0.002844765,"domain_scores_codex":[0.9990731,0.0004064888,0.00005614873,0.0001070376,0.0001733257,0.0001838751],"domain_scores_gemma":[0.9942651,0.00392974,0.0006744663,0.0006436489,0.0002526999,0.0002343987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006158585,0.00008732846,0.01823324,0.0001677601,0.0001863508,0.0004378424,0.0002865441,0.6249501,0.006896365,0.3323689,0.001122928,0.01464676],"study_design_scores_gemma":[0.000132703,0.00011767,0.006283168,0.00007823406,0.00007089725,0.0001329884,0.00007920626,0.6925949,0.005000588,0.293776,0.001652026,0.00008170183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7193909,0.0007898762,0.2511003,0.0007655991,0.00004224618,0.00006228154,0.001066585,0.0003588535,0.02642336],"genre_scores_gemma":[0.9803847,0.0001910693,0.01769559,0.00014414,0.00002150624,0.00006042855,0.0005230363,0.00006554429,0.0009139723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003912777,"threshold_uncertainty_score":0.020693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656961315754629,"score_gpt":0.3198025381728334,"score_spread":0.2932329250152871,"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."}}