{"id":"W4226162132","doi":"10.1051/0004-6361/202142823","title":"The MURALES survey","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Physics; Astrophysics; Ionization; Spectrograph; Rotation (mathematics); Declination; Snapshot (computer storage); Emission spectrum; Line (geometry); Spectral line; Astronomy; Geometry; Ion","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":[0.0006299462,0.0004980452,0.0004201909,0.003194552,0.0005090963,0.001015179,0.0008704931,0.0002935365,0.02247438],"category_scores_gemma":[0.001465839,0.0001233944,0.0002947429,0.002212571,0.0001573972,0.0007137991,0.001933005,0.0003677094,0.009352081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008448158,"about_ca_system_score_gemma":0.0007456591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168963,"about_ca_topic_score_gemma":0.02674233,"domain_scores_codex":[0.9994501,0.0001055199,0.00002878715,0.0001088262,0.0001881926,0.0001183652],"domain_scores_gemma":[0.999346,0.00004890884,0.0001536695,0.0001391805,0.000178222,0.000134028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003496876,0.00009528028,0.1565304,0.001183584,0.0001794832,0.001197814,0.002914974,0.0003063315,0.003154904,0.02224025,0.4427161,0.3691311],"study_design_scores_gemma":[0.00001441789,0.00002527799,0.1296654,0.000106623,0.00001305782,0.0003206817,0.0006190718,0.0001147858,0.0001720438,0.000496392,0.8684429,0.000009345983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2679448,0.01751452,0.003358894,0.005690588,0.001607711,0.000383161,0.2346534,0.002689697,0.4661572],"genre_scores_gemma":[0.4327614,0.01165087,0.009912186,0.002001178,0.001297604,0.0005790989,0.2994329,0.00115822,0.2412065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02247438,"threshold_uncertainty_score":0.07518429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145080530821304,"score_gpt":0.2112608657366653,"score_spread":0.1998100604284523,"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."}}