{"id":"W2994427845","doi":"10.1093/mnras/staa2145","title":"Bipolar planetary nebulae from outflow collimation by common envelope evolution","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Australian Research Council; Macquarie University; Space Telescope Science Institute; Canadian Institute for Theoretical Astrophysics; University of Rochester; National Aeronautics and Space Administration; U.S. Department of Energy; National Science Foundation","keywords":"Physics; Ejecta; Outflow; Bipolar outflow; Collimated light; Planetary nebula; Astrophysics; Radiative cooling; Radiative transfer; Nebula; Shock (circulatory); Common envelope; Astronomy; Supernova; Stars; Optics; Laser; Star formation","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":[0.0001553493,0.0002739862,0.0001947409,0.0001927701,0.0002345563,0.0005512165,0.0002149795,0.0003014375,0.001277875],"category_scores_gemma":[0.0007146602,0.0001709794,0.0003279677,0.0001216563,0.0004082845,0.0001947188,0.0005420098,0.000234674,0.00007214852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770934,"about_ca_system_score_gemma":0.0002481189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798618,"about_ca_topic_score_gemma":0.002012816,"domain_scores_codex":[0.9999223,0.00001655044,0.000003408934,0.000008777025,0.00002186641,0.00002712468],"domain_scores_gemma":[0.9998265,0.00005480028,0.00004724259,0.00001827973,0.00001643304,0.0000367534],"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":[0.0003782836,0.0001138504,0.05139249,0.00007199491,0.00009691984,0.001122172,0.0001967581,0.8645951,0.07110369,0.00424001,0.0005347175,0.006154012],"study_design_scores_gemma":[0.0001252814,0.0002088071,0.02828486,0.00001345928,0.00002581806,0.00022646,0.00008271955,0.9581218,0.01088158,0.001135489,0.0008761219,0.0000176829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948739,0.00003267129,0.002232301,0.00004030917,0.00000549417,0.00001048764,0.00004337131,0.00005765767,0.00270385],"genre_scores_gemma":[0.9992226,0.0000155108,0.0004455987,0.00001329698,0.000002054113,0.000004008769,0.00003993481,0.00001218875,0.0002447833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798618,"threshold_uncertainty_score":0.007552981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007270725084851624,"score_gpt":0.1861222894811276,"score_spread":0.178851564396276,"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."}}