{"id":"W3099117496","doi":"10.48550/arxiv.1802.05172","title":"Population study of Galactic supernova remnants at very high $γ$-ray energies with H.E.S.S.","year":2018,"lang":"en","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Japan Society for the Promotion of Science; University of Namibia; National Commission on Research, Science and Technology; Centre National de la Recherche Scientifique; Austrian Science Fund; Bundesministerium für Bildung und Forschung; Grantová Agentura České Republiky; Universiteit van Amsterdam; Max-Planck-Gesellschaft; Science and Technology Facilities Council; National Research Foundation; Deutsche Forschungsgemeinschaft; Univerzita Karlova v Praze; Alexander von Humboldt-Stiftung","keywords":"Physics; Astrophysics; Supernova; Cosmic ray; Supernova remnant; Galaxy; Milky Way; Population; Galactic plane; Flux (metallurgy); Pulsar; Astronomy","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":[0.0005213388,0.0002860124,0.0002397349,0.001616784,0.0003517166,0.0005092871,0.0003392098,0.0001886744,0.0009542279],"category_scores_gemma":[0.000812232,0.0001508486,0.0003035114,0.0004728443,0.0003105199,0.000253588,0.0005618725,0.0001977964,0.0004529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225676,"about_ca_system_score_gemma":0.0001791815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003623,"about_ca_topic_score_gemma":0.002916211,"domain_scores_codex":[0.9997155,0.00005379622,0.00002732767,0.0001057675,0.00005169916,0.0000459109],"domain_scores_gemma":[0.999544,0.00004928894,0.0001332934,0.00005029978,0.00009122238,0.0001317655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257197,0.0001020619,0.9903249,0.000006327939,0.00006476844,0.0002257726,0.0002102959,0.0001323062,0.00356104,0.0002545044,0.0001157295,0.004876663],"study_design_scores_gemma":[0.00001260465,0.0003810691,0.9944554,0.000004657871,0.00005422529,0.0011612,0.0005633169,0.0007029743,0.001605668,0.0001862775,0.0008642581,0.000008396395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986682,0.00006443742,0.0003640398,0.000009533715,0.000001414883,0.00001453205,0.0001578937,0.00000549227,0.0007144026],"genre_scores_gemma":[0.9979761,0.0001301184,0.0003847984,0.0000225917,0.000006323929,0.0000115789,0.0008975845,0.000006461948,0.0005644463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003003623,"threshold_uncertainty_score":0.005972266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007127758316558153,"score_gpt":0.2060524035080251,"score_spread":0.198924645191467,"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."}}