{"id":"W2971958655","doi":"10.1093/mnras/stz2491","title":"Global dynamics of the interstellar medium in magnetized disc galaxies","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Physics; Astrophysics; Galaxy; Star formation; Interstellar medium; Molecular cloud; Magnetic field; Instability; Stars","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":[0.0001891261,0.0003274263,0.0003310999,0.0004290526,0.0004404977,0.001162899,0.0006644634,0.0007237559,0.001613842],"category_scores_gemma":[0.0006584906,0.0002157148,0.0004582626,0.0002924544,0.0006227333,0.0006348605,0.0006390389,0.0004329597,0.000142682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009483881,"about_ca_system_score_gemma":0.0003215453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019709,"about_ca_topic_score_gemma":0.005709309,"domain_scores_codex":[0.9999468,0.00001361128,0.000002093428,0.00001161331,0.000006318694,0.00001948698],"domain_scores_gemma":[0.9997208,0.00007714581,0.00005266791,0.0000187857,0.00002656687,0.0001040977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004224052,0.0002986832,0.1363425,0.0000578228,0.0002748063,0.000691825,0.0002836456,0.8398572,0.01279895,0.00484005,0.001136094,0.002996138],"study_design_scores_gemma":[0.0002746533,0.0002669083,0.08477701,0.00002084746,0.00008332577,0.0001146854,0.0003175309,0.9073551,0.002097904,0.003523585,0.001128341,0.00004005849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99726,0.0000782438,0.0004031121,0.0001453673,0.000006802391,0.000005355495,0.0001867182,0.00003089744,0.001883541],"genre_scores_gemma":[0.9994223,0.0000329781,0.000185521,0.00002162325,0.000003560382,0.000003621875,0.0001225024,0.000007437476,0.0002004996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019709,"threshold_uncertainty_score":0.02027547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00370358897146425,"score_gpt":0.193587433970873,"score_spread":0.1898838449994087,"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."}}