{"id":"W3104491377","doi":"","title":"","year":2019,"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":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; University of Manitoba; Western University; National Research Council Canada; Université de Montréal; Centre for Research in Astrophysics of Québec; University of Victoria; Herzberg Institute of Astrophysics","funders":"Ministry of Science and Technology, Taiwan","keywords":"James Clerk Maxwell Telescope; Physics; Magnetic field; Protein filament; Astrophysics; Polarization (electrochemistry); Polarimeter; Star formation; Polarimetry; Galaxy; Optics; Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005941476,0.0002012646,0.00007371629,0.0008806579,0.0002269399,0.000609026,0.0002612033,0.0002451581,0.02447118],"category_scores_gemma":[0.0002374711,0.00007223484,0.0001427958,0.0008171675,0.00008652242,0.0002844442,0.0002855925,0.0001120939,0.008153465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824442,"about_ca_system_score_gemma":0.00013723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292029,"about_ca_topic_score_gemma":0.005346658,"domain_scores_codex":[0.9999499,0.000002390916,0.000001916622,0.00001463747,0.00001192284,0.00001915258],"domain_scores_gemma":[0.9999175,0.000007401188,0.00001759257,0.00001842836,0.00002219517,0.00001680308],"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":[0.000561916,0.0002528624,0.177785,0.0004489429,0.0001245059,0.001679729,0.0003980274,0.006943668,0.09614992,0.01918456,0.2647558,0.4317152],"study_design_scores_gemma":[0.00001527074,0.0001121065,0.3139839,0.00005604608,0.000057789,0.002073225,0.0002410499,0.01102542,0.02165145,0.003860578,0.6468872,0.00003598104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.528487,0.003250862,0.0318626,0.001761951,0.00114398,0.0001440555,0.08532956,0.004192458,0.3438276],"genre_scores_gemma":[0.8715017,0.001360167,0.02089597,0.000700357,0.000490749,0.00004824041,0.05247275,0.0003265543,0.05220336],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9755288,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572509992150682,"score_gpt":0.2415281575528299,"score_spread":0.2158030576313231,"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."}}