{"id":"W4283211964","doi":"10.1093/mnras/stac1735","title":"ATOMS: ALMA Three-millimeter Observations of Massive Star-forming regions – XI. From inflow to infall in hub-filament systems","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Advanced Study, University of Illinois at Urbana-Champaign; National Institutes of Natural Sciences; Japan Society for the Promotion of Science; National Astronomical Observatory of Japan; Korea Astronomy and Space Science Institute; Universidad Nacional Autónoma de México; Department of Science and Technology, Ministry of Science and Technology, India; Alberta Livestock and Meat Agency; Agencia Nacional de Investigación y Desarrollo; Department of Science and Technology, Government of Kerala; S. N. Bose National Centre for Basic Sciences; National Research Foundation of Korea; Consejo Nacional de Ciencia y Tecnología; China Postdoctoral Science Foundation; Chinese Academy of Sciences; European School of Oncology; National Natural Science Foundation of China; Jet Propulsion Laboratory; Chinese Academy of Sciences South America Center for Astronomy; National Research Foundation; University of Texas at Austin; Ministry of Education, Science and Technology; National Aeronautics and Space Administration; California Institute of Technology; Ministry of Science and Technology; U.S. Nuclear Regulatory Commission; Science and Engineering Research Board; National Science Foundation","keywords":"Protein filament; Physics; Astrophysics; Millimeter; Velocity gradient; Molecular cloud; Length scale; Star formation; Turbulence; Gravitation; Submillimeter Array; Astronomy; Stars; Mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550251,0.000183714,0.0003935781,0.0000250741,0.0002843243,0.00002676664,0.0004444181,0.00002736871,0.00006283469],"category_scores_gemma":[0.000004950497,0.0001517269,0.0003808361,0.0001858379,0.00009035219,0.0001180693,0.0007255981,0.0002572671,0.000003266839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539436,"about_ca_system_score_gemma":0.0000710695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004727338,"about_ca_topic_score_gemma":0.0000916082,"domain_scores_codex":[0.9985419,0.00006512539,0.0005957473,0.0002233442,0.0002986054,0.0002752817],"domain_scores_gemma":[0.9989655,0.0001325349,0.0004303371,0.0003359852,0.00007114044,0.00006451226],"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":[0.00002833827,0.0001403449,0.1273965,0.000008708536,0.0002343734,2.898832e-8,0.001945886,0.867811,0.00002821454,0.001576738,0.0005836045,0.0002462381],"study_design_scores_gemma":[0.0009081932,0.0001321762,0.4059083,0.00006509431,0.0001052115,1.595704e-9,0.01384499,0.5742665,0.0001661101,0.000410372,0.003915615,0.0002774171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965764,0.00004667673,0.001083429,0.0004876339,0.000195982,0.0004433128,0.000999062,0.000008345517,0.0001591817],"genre_scores_gemma":[0.9961152,5.472949e-8,0.003470109,0.00003318141,0.00009456644,0.0001167869,0.00007249785,0.00001463409,0.00008296919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2935445,"threshold_uncertainty_score":0.7146353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172756506609072,"score_gpt":0.2146609042274524,"score_spread":0.1973852535665452,"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."}}