{"id":"W4200374167","doi":"10.1093/mnras/stab3740","title":"Non-ideal magnetohydrodynamic simulations of subcritical pre-stellar cores with non-equilibrium chemistry","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"H2020 European Research Council; Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Magnetohydrodynamics; Ambipolar diffusion; Magnetohydrodynamic drive; Astrophysics; Ideal (ethics); Stars; Ionization; Magnetic field; Ion; Plasma; Nuclear physics; Quantum mechanics","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":[0.0004339578,0.000473993,0.0005816286,0.0004265422,0.0005100068,0.000687288,0.001173549,0.000930025,0.002106021],"category_scores_gemma":[0.002212935,0.0002825031,0.0005535669,0.0003629074,0.001041872,0.0005143353,0.0008300213,0.0007334935,0.0001415159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008059001,"about_ca_system_score_gemma":0.0008059442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696901,"about_ca_topic_score_gemma":0.008364262,"domain_scores_codex":[0.9998332,0.00004861657,0.000007781314,0.00001939461,0.00003697404,0.00005399139],"domain_scores_gemma":[0.9990612,0.0004748301,0.0001168807,0.00007492024,0.0001247051,0.0001476027],"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":[0.0001474876,0.0001520879,0.004892851,0.0000386737,0.00004045532,0.0001263832,0.00007772426,0.9880002,0.001640969,0.00321778,0.0004951768,0.001170152],"study_design_scores_gemma":[0.00006026655,0.00003052099,0.0008439186,0.000004321433,0.000004627789,0.00000858684,0.00003035477,0.9976859,0.0003982168,0.0007211452,0.0002069724,0.000005205421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838063,0.00012723,0.007130026,0.000335788,0.00006734693,0.00005144822,0.0004542858,0.0002104364,0.007817166],"genre_scores_gemma":[0.9937235,0.00005771762,0.00485325,0.00009099718,0.00001753952,0.00003938609,0.0003266482,0.00005089716,0.0008399627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01696901,"threshold_uncertainty_score":0.03374052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004117357321387914,"score_gpt":0.2035611565270759,"score_spread":0.199443799205688,"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."}}