{"id":"W4311521207","doi":"10.1051/0004-6361/202243906","title":"CHANG-ES","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Centre National de la Recherche Scientifique; Ministerio de Ciencia e Innovación; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Ministerio de Ciencia, Innovación y Universidades; Instituto de Astrofísica de Andalucía; National Science Foundation","keywords":"Physics; Astrophysics; Spectral index; Galaxy; Astronomy; COSMIC cancer database; Cosmic ray; Spectral line","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":[0.000575769,0.0009475622,0.0004619549,0.0008695003,0.001125077,0.002463082,0.0008428455,0.001222257,0.2567536],"category_scores_gemma":[0.001223897,0.0002256938,0.0003951781,0.0009581115,0.0003842554,0.001207656,0.001796548,0.001069043,0.1131843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008913386,"about_ca_system_score_gemma":0.001368384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004409027,"about_ca_topic_score_gemma":0.003406471,"domain_scores_codex":[0.9994525,0.00006850576,0.00002478692,0.0002306159,0.0001405474,0.00008294329],"domain_scores_gemma":[0.9992936,0.0001059351,0.0001042972,0.0001159715,0.0001991647,0.0001809493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001093756,0.0003533455,0.03481876,0.001882894,0.0001449415,0.003653199,0.0007671106,0.002801626,0.01295858,0.04822436,0.2561275,0.637174],"study_design_scores_gemma":[0.00007126362,0.0001173156,0.01691709,0.0003552215,0.00004199997,0.001944623,0.0004168638,0.001791602,0.002312293,0.00503543,0.9709588,0.00003761978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08187044,0.01159084,0.01413644,0.007218999,0.004681797,0.0004249856,0.04088282,0.004636293,0.8345574],"genre_scores_gemma":[0.322595,0.00634488,0.01640298,0.003212112,0.001164682,0.0003787337,0.04562237,0.001369541,0.6029096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2567536,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006356154804406136,"score_gpt":0.1901572460635299,"score_spread":0.1838010912591238,"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."}}