{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001080097,0.0003537784,0.0008898693,0.0006770515,0.002965061,0.00001945777,0.00258163,0.0002026311,0.001097869],"category_scores_gemma":[0.00002060701,0.0004227071,0.0006554445,0.001682014,0.006031541,0.0008371561,0.002070135,0.0009522992,0.00003022002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318055,"about_ca_system_score_gemma":0.0004135896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02374187,"about_ca_topic_score_gemma":0.004306827,"domain_scores_codex":[0.9965165,0.0005555011,0.0002996465,0.00059778,0.001211541,0.0008190248],"domain_scores_gemma":[0.9951378,0.0004716786,0.0006914142,0.0009986499,0.002387607,0.0003128323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01677578,0.009841493,0.183394,0.001106253,0.008645208,0.0002169013,0.5374242,0.005572103,0.01384189,0.08169874,0.04303362,0.09844986],"study_design_scores_gemma":[0.006533331,0.00181063,0.05206686,0.0003785362,0.0004469462,0.000002550961,0.8925071,0.005987546,0.0004663654,0.001528453,0.03757497,0.0006966869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495384,0.00006715789,0.03721275,0.003915749,0.00007312061,0.0005678385,0.0007693457,0.0000439699,0.007811712],"genre_scores_gemma":[0.9908287,0.0002334014,0.00507423,0.00001046169,0.0001153606,1.211296e-8,0.0001031831,0.00001590743,0.003618763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.355083,"threshold_uncertainty_score":0.9998225,"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."}}