{"id":"W4288067625","doi":"10.1093/mnras/stac2084","title":"A survey of deuterated ammonia in the Cepheus star-forming region L1251","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"National Aeronautics and Space Administration; U.S. Department of Energy; National Nuclear Security Administration; National Science Foundation","keywords":"Physics; Astrophysics; Deuterium; Protostar; Star formation; Ammonia; Chemical evolution; Star (game theory); Telescope; Observatory; Analytical Chemistry (journal); Atomic physics; Galaxy; Chemistry; Environmental chemistry","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":[0.0001333596,0.0001694688,0.0001676729,0.0008135883,0.000457146,0.0003099502,0.0002492059,0.0001952987,0.0007102997],"category_scores_gemma":[0.0002373943,0.0001137675,0.00008637304,0.0004333185,0.0002015686,0.0001336547,0.0003559378,0.0001261319,0.0001965219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000464844,"about_ca_system_score_gemma":0.000151659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239931,"about_ca_topic_score_gemma":0.03175547,"domain_scores_codex":[0.9999173,0.000006217582,0.000004786683,0.00002340856,0.00002614257,0.0000221856],"domain_scores_gemma":[0.9997823,0.00001873461,0.00007119952,0.000009874349,0.00004819898,0.00006988462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001949193,0.00004493609,0.9072477,0.00004797346,0.00004258993,0.0004071855,0.0005111111,0.0001540836,0.08363779,0.00006823126,0.0002617568,0.007381736],"study_design_scores_gemma":[0.000002226047,0.0000305319,0.9981673,0.000002655686,0.000004779354,0.00006931055,0.0001440757,0.00008765167,0.001170502,0.000004273886,0.0003151955,0.00000138827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992595,0.00009062111,0.00003540015,0.000009207746,8.11719e-7,0.000003088164,0.0001779781,0.000002811146,0.0004205027],"genre_scores_gemma":[0.999247,0.00006067018,0.00008915159,0.00001725321,0.000002269395,0.00000247512,0.0003574387,0.000001379037,0.0002224013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239931,"threshold_uncertainty_score":0.04453784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561198768033207,"score_gpt":0.2199139459063617,"score_spread":0.2043019582260297,"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."}}