{"id":"W4411739069","doi":"10.1093/mnrasl/slaf061","title":"Modelling the Periodic 6.7 GHz Methanol Flaring in G22.356+0.066","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society Letters","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowym Centrum Nauki; Narodowe Centrum Nauki","keywords":"Physics; Astrophysics; Methanol; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002973781,0.0002327736,0.0003169947,0.00002204537,0.000212005,0.00006395977,0.0007632764,0.0001080622,0.00004684122],"category_scores_gemma":[0.0000114952,0.0001572629,0.0004732251,0.0001165193,0.0003992949,0.00009830473,0.0003796718,0.0004217718,0.0000177393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232311,"about_ca_system_score_gemma":0.00001327523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007487743,"about_ca_topic_score_gemma":0.000234877,"domain_scores_codex":[0.9985113,0.0001295949,0.0003937226,0.0003323462,0.0002053609,0.0004276898],"domain_scores_gemma":[0.9992082,0.0001706029,0.0001295052,0.0004408669,0.000005672091,0.00004519686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002785626,0.00005366961,0.0129745,0.00002392262,0.0001173855,2.038683e-7,0.00142529,0.983061,0.0006904653,0.0000626709,0.0004404754,0.001122599],"study_design_scores_gemma":[0.0005171483,0.00001496935,0.02868631,0.0000785706,0.00009888305,1.141901e-8,0.001412633,0.9623724,0.003158391,0.00005086494,0.003415956,0.0001938848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920592,0.0004851764,0.0003371137,0.005606773,0.0002935382,0.0001766748,0.000005819946,0.00002822147,0.001007459],"genre_scores_gemma":[0.9956645,0.000002302743,0.002849994,0.0008867003,0.000114982,0.00002230439,0.000004325713,0.00002236387,0.0004325371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068858,"threshold_uncertainty_score":0.9991215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00863402355380171,"score_gpt":0.1966424666572233,"score_spread":0.1880084431034216,"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."}}