{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006451333,0.0002329294,0.0002310971,0.00004916701,0.000713773,0.00006090473,0.0002402111,0.000008806882,0.0008324849],"category_scores_gemma":[2.990813e-7,0.0002551995,0.0001132911,0.0001780788,0.00007174421,0.0001733837,0.0004523334,0.0003147322,0.00003177543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002758692,"about_ca_system_score_gemma":0.00005091115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000511163,"about_ca_topic_score_gemma":1.181763e-7,"domain_scores_codex":[0.9987782,0.00004951364,0.0001895552,0.0003621626,0.0002001714,0.000420443],"domain_scores_gemma":[0.9994335,0.0000205407,0.0001248381,0.0002693049,0.0000224433,0.0001294219],"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":[0.00002739107,0.000245555,0.006501058,0.000003208697,0.0001108081,0.000001656455,0.0002969303,0.0009397824,0.001109697,0.1757329,0.0005713174,0.8144597],"study_design_scores_gemma":[0.00280481,0.001005242,0.007699333,0.00001427404,0.0001617886,0.000006747657,0.01206407,0.001159625,0.001705384,0.05986791,0.9120456,0.001465224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593094,0.00005786511,0.2323799,0.000186336,0.0002377033,0.0002234283,0.0002370217,0.00006020247,0.007308242],"genre_scores_gemma":[0.9905921,5.605014e-7,0.008104131,0.00007276757,0.0005659692,0.0001361337,0.0001164101,0.00003209549,0.000379794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9114743,"threshold_uncertainty_score":0.99999,"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."}}