{"id":"W2066343624","doi":"10.1088/0004-637x/728/2/123","title":"FORMATION OF COLLAPSING CORES IN SUBCRITICAL MAGNETIC CLOUDS: THREE-DIMENSIONAL MAGNETOHYDRODYNAMIC SIMULATIONS WITH AMBIPOLAR DIFFUSION","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ambipolar diffusion; Physics; Supersonic speed; Magnetic field; Magnetohydrodynamics; Molecular cloud; Mechanics; Magnetohydrodynamic drive; Diffusion; Computational physics; Astrophysics; Plasma","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":[0.000329801,0.0004719084,0.0008194412,0.0005237547,0.0008809814,0.001023819,0.001103567,0.001280286,0.001031716],"category_scores_gemma":[0.001421895,0.0004566296,0.0007723067,0.0005902194,0.0009679869,0.0006147678,0.0008882902,0.0008752705,0.0001029852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242438,"about_ca_system_score_gemma":0.001095588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877075,"about_ca_topic_score_gemma":0.01098303,"domain_scores_codex":[0.9998709,0.00002674419,0.00000614008,0.00001471979,0.00002141329,0.00006002752],"domain_scores_gemma":[0.9993525,0.0002846569,0.00009004105,0.00003177381,0.0000625769,0.0001784984],"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":[0.0001252448,0.0001051093,0.004820255,0.00002072537,0.00004341915,0.0001865552,0.00008940999,0.9902829,0.001822544,0.001646395,0.0001419724,0.000715528],"study_design_scores_gemma":[0.00004905533,0.00002138116,0.0007869641,0.000002659167,0.000006691702,0.00000908151,0.00002683198,0.9984525,0.0002832861,0.0002689817,0.0000857562,0.000006723995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993458,0.00008385346,0.003183693,0.0002215807,0.00001899914,0.0000321585,0.0001277159,0.00004757879,0.002826613],"genre_scores_gemma":[0.9978454,0.00006773569,0.001457521,0.00005107963,0.00001034792,0.00003694637,0.0001136045,0.00001991724,0.0003973987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877075,"threshold_uncertainty_score":0.05720657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172798084015377,"score_gpt":0.2191420402421536,"score_spread":0.2074140594019999,"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."}}