{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008480821,0.0002837616,0.0004052116,0.00003291628,0.0002755263,0.00004030135,0.0002207366,0.00005152902,0.000247139],"category_scores_gemma":[0.000001516721,0.0002339841,0.0001272815,0.000292563,0.0001014952,0.0002101854,0.0001211018,0.0001665339,0.00003727834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007702503,"about_ca_system_score_gemma":0.00005061671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209794,"about_ca_topic_score_gemma":0.00006828087,"domain_scores_codex":[0.9985014,0.00004116568,0.0003020738,0.0004046379,0.0003746173,0.0003761087],"domain_scores_gemma":[0.9990703,0.00004010613,0.0002381373,0.0004438858,0.0001289119,0.00007864635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002586949,0.001139801,0.9751084,0.00003820551,0.0007610403,0.000003367307,0.004957272,0.0006517074,0.005396853,0.00373225,0.005394359,0.002558056],"study_design_scores_gemma":[0.007311232,0.003257562,0.9578657,0.0001724042,0.0005219197,0.000002788505,0.0140934,0.0007808098,0.004674595,0.006566732,0.003272641,0.001480264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964712,0.00001900967,0.0004181995,0.00003251705,0.0002237865,0.0002680546,0.00005779049,0.0000412224,0.002468273],"genre_scores_gemma":[0.9976974,0.000001805833,0.0004458347,0.00003954938,0.0008323963,0.00002800475,0.0001362724,0.00004361542,0.0007751532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724275,"threshold_uncertainty_score":0.9541597,"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."}}