{"id":"W3103545060","doi":"","title":"","year":2018,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; University of Manitoba; Western University; Université de Montréal; Centre for Research in Astrophysics of Québec; University of Victoria; Herzberg Institute of Astrophysics","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Japan Society for the Promotion of Science; National Astronomical Observatory of Japan; Ministry of Science and Technology, Taiwan; National Research Foundation of Korea; National Aeronautics and Space Administration; Ministry of Education, Science and Technology; Korea Astronomy and Space Science Institute; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; National Natural Science Foundation of China; Science and Technology Facilities Council; National Research Council Canada; National Research Foundation; Academia Sinica; Ministry of Science, ICT and Future Planning","keywords":"James Clerk Maxwell Telescope; Ophiuchus; Physics; Astrophysics; Magnetic field; Polarization (electrochemistry); Molecular cloud; Polarimeter; Field strength; Star formation; Stars; Polarimetry; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002189582,0.000386444,0.0001708022,0.001661025,0.0004260269,0.0009516851,0.0004577734,0.0003802751,0.05004339],"category_scores_gemma":[0.0006675069,0.00009701192,0.0003555601,0.001233602,0.0001267807,0.0005434604,0.0007810199,0.0002177752,0.02196869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193669,"about_ca_system_score_gemma":0.0001855922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385237,"about_ca_topic_score_gemma":0.003608817,"domain_scores_codex":[0.9997874,0.00001278296,0.00001035912,0.00005778439,0.00007084045,0.00006090676],"domain_scores_gemma":[0.9996399,0.00003714018,0.0000394653,0.00009513165,0.0001246802,0.00006379659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001347689,0.000533251,0.236854,0.0006694816,0.0002955389,0.001245574,0.000507303,0.009344743,0.07631163,0.01193824,0.2288496,0.4321029],"study_design_scores_gemma":[0.00004452875,0.0002927378,0.2619419,0.00006696846,0.0001208991,0.002142264,0.0005600742,0.006470609,0.053494,0.005321425,0.6694817,0.00006278776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4386069,0.002670418,0.0265906,0.0010744,0.001209326,0.0001957289,0.1002626,0.007504839,0.4218851],"genre_scores_gemma":[0.816457,0.001269788,0.02313303,0.0004934879,0.000372517,0.00007481227,0.09538731,0.001178622,0.06163337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9499566,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611763484834313,"score_gpt":0.2604428040377035,"score_spread":0.2243251691893604,"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."}}