{"id":"W2552651616","doi":"10.1093/mnras/stw2996","title":"Optical depth estimates and effective critical densities of dense gas tracers in the inner parts of nearby galaxy discs","year":2016,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Natural Sciences; Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; National Science Council; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; National Radio Astronomy Observatory; Korea Astronomy and Space Science Institute; National Science Foundation","keywords":"Isotopologue; Physics; Astrophysics; Galaxy; Line (geometry); Star formation; Optical depth; Spectral line; Astronomy; Geometry","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":[0.0005610013,0.0003260439,0.0001873094,0.001718074,0.0002238255,0.0009274817,0.0004792693,0.0003661067,0.0007683273],"category_scores_gemma":[0.005887568,0.0002781073,0.0002214415,0.0003707715,0.0005883939,0.001252655,0.0009261695,0.0002795204,0.0001409903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009969681,"about_ca_system_score_gemma":0.0001641723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003958617,"about_ca_topic_score_gemma":0.002875484,"domain_scores_codex":[0.999858,0.00002027262,0.000009548023,0.00003882606,0.00004356178,0.00002978988],"domain_scores_gemma":[0.9972638,0.001415835,0.0005765687,0.0001386738,0.0003793483,0.0002257791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00129379,0.0001144985,0.787002,0.0004295719,0.0002608479,0.0004052338,0.0008775108,0.05483606,0.09042968,0.01204326,0.001269164,0.05103843],"study_design_scores_gemma":[0.00007211811,0.0001671833,0.8258256,0.0001059554,0.0001464598,0.0005501034,0.0005216426,0.1257629,0.03672118,0.008066865,0.001961048,0.0000989438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868594,0.001441477,0.008256365,0.0001021783,0.00001268293,0.00001852274,0.0005336137,0.0001028289,0.002672859],"genre_scores_gemma":[0.9980062,0.0002314007,0.001186979,0.0000113153,0.0000130407,0.000004333953,0.000300753,0.00001396458,0.0002319984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003958617,"threshold_uncertainty_score":0.007871151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006548400551786136,"score_gpt":0.2243347200570334,"score_spread":0.2177863195052472,"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."}}