{"id":"W6891859695","doi":"10.48550/arxiv.1110.5640","title":"Radiation-Hydrodynamic Simulations of Protostellar Outflows: Synthetic Observations and Data Comparisons","year":2011,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outflow; Excitation; Protostar; Asymmetry; Luminosity; Envelope (radar); Cutoff; Turbulence","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":[0.0006033916,0.0007021731,0.000631121,0.0004876186,0.0005068675,0.0006370689,0.001123319,0.001049582,0.0006951835],"category_scores_gemma":[0.002479222,0.0003236866,0.0008422811,0.0006643286,0.0008330417,0.0004484846,0.0005185775,0.0007204267,0.00009474245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014605,"about_ca_system_score_gemma":0.0005240958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230617,"about_ca_topic_score_gemma":0.006581764,"domain_scores_codex":[0.9997488,0.0000681415,0.00001925081,0.00005512328,0.00005294905,0.00005577104],"domain_scores_gemma":[0.9985071,0.0007398637,0.0002280745,0.0001379848,0.0002019588,0.0001850364],"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":[0.0002682981,0.0002816747,0.01700369,0.00003717303,0.00007075143,0.000173823,0.0001308428,0.9760821,0.00252866,0.001597812,0.0004569629,0.001368199],"study_design_scores_gemma":[0.0001179314,0.00005919339,0.004378434,0.000005180253,0.00001122073,0.00002710446,0.00004554336,0.9934314,0.001119089,0.0005860311,0.000205351,0.00001348629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949262,0.0000559577,0.002514356,0.0001010858,0.00001374817,0.00002268965,0.0006822354,0.0002191959,0.001464377],"genre_scores_gemma":[0.9957199,0.00003594411,0.002703544,0.00005222253,0.000009826406,0.00003278925,0.001197696,0.00006418576,0.000183885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230617,"threshold_uncertainty_score":0.02446908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336991822331495,"score_gpt":0.2234394589030322,"score_spread":0.08974027666988268,"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."}}