{"id":"W2568106012","doi":"10.1063/1.4968900","title":"Gamma2016: Highlights and summary of galactic science","year":2017,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Space Agency; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Physics; Astronomy; Pulsar; Supernova; Galaxy; Sky; Astrophysics; Cherenkov radiation; Population; MAGIC (telescope); Gamma-ray astronomy; Universe; High-energy astronomy; Gamma ray; Cosmic ray; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779244,0.001424457,0.0005806971,0.005577891,0.0006446599,0.003820186,0.00108173,0.001202382,0.01976094],"category_scores_gemma":[0.002359553,0.0002982492,0.0007581955,0.007456739,0.0004159675,0.002814136,0.001994977,0.001676627,0.01212448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794438,"about_ca_system_score_gemma":0.003663891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213469,"about_ca_topic_score_gemma":0.006296781,"domain_scores_codex":[0.999498,0.00005043955,0.00004886853,0.0001068436,0.0002089968,0.00008689669],"domain_scores_gemma":[0.9984295,0.0002013719,0.0001701781,0.00006836844,0.0007952005,0.000335403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177691,0.00005302163,0.001278769,0.006654241,0.00005128692,0.0001365264,0.00008780407,0.0003372406,0.001093359,0.005131224,0.5253171,0.4597416],"study_design_scores_gemma":[0.000002381387,0.00002241233,0.001325561,0.001540021,0.00002416494,0.000101038,0.00004303243,0.00002372394,0.0002218,0.0008113842,0.9958771,0.000007287058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001668245,0.8803525,0.001171415,0.01533321,0.02832559,0.0001223705,0.004035566,0.0002915461,0.06869949],"genre_scores_gemma":[0.005794288,0.9351178,0.001678447,0.006840541,0.01923986,0.00008727067,0.006713535,0.0001558482,0.02437239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01976094,"threshold_uncertainty_score":0.06610692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575941693897569,"score_gpt":0.2440112290899487,"score_spread":0.228251812150973,"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."}}