{"id":"W3108529847","doi":"10.3847/1538-4357/abceb6","title":"Resolving the Dust-to-Metals Ratio and CO-to-H<sub>2</sub> Conversion Factor in the Nearby Universe","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Research Council; Deutsche Forschungsgemeinschaft; National Science Foundation","keywords":"Metallicity; Astrophysics; Physics; Galaxy; Interstellar medium; Emissivity; Black-body radiation; Line (geometry); Cosmic dust; Density ratio; Optics; Geometry; Radiation","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":[0.0003618473,0.0003605754,0.0002106487,0.0007476078,0.0002180532,0.0005727084,0.0003424798,0.0003032829,0.0005858587],"category_scores_gemma":[0.0008781441,0.0002372122,0.0002709828,0.00043581,0.0001898479,0.0002349776,0.0003249169,0.0001816145,0.0001613609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128062,"about_ca_system_score_gemma":0.0001154567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006466126,"about_ca_topic_score_gemma":0.006955171,"domain_scores_codex":[0.9998742,0.00001793181,0.000005077793,0.00005056432,0.00002629188,0.00002579002],"domain_scores_gemma":[0.9995834,0.0001221708,0.0001035723,0.00006959964,0.00004415719,0.00007707182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003126849,0.00006282672,0.9035753,0.00002900426,0.0001664264,0.000233544,0.0001218435,0.01202938,0.0758184,0.0002938178,0.000155233,0.00720147],"study_design_scores_gemma":[0.00001869763,0.00008151544,0.9582453,0.000003626934,0.00005576956,0.000097536,0.0001087972,0.02919602,0.01169748,0.0001881317,0.0002946889,0.0000124616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991918,0.00003639105,0.0004754695,0.000007984576,4.913034e-7,0.000001696688,0.00005051791,0.00002584064,0.0002097703],"genre_scores_gemma":[0.999522,0.000008864325,0.0003595573,0.000002931438,0.000001062342,7.335693e-7,0.00007268217,0.000002370433,0.00002979319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006466126,"threshold_uncertainty_score":0.01285696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262236904095664,"score_gpt":0.2374031238368393,"score_spread":0.2247807547958827,"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."}}