{"id":"W7047908669","doi":"","title":"ILRI Capacity Development Newsletter, Issue 10, November 2020","year":2020,"lang":"en","type":"other","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sveriges Lantbruksuniversitet; University of Toronto; Eidgenössische Technische Hochschule Zürich; University of Queensland; Deakin University; Universidad Carlos III de Madrid; University of Oxford; DeepMind; University of Illinois at Urbana-Champaign; Leverhulme Trust; Universität Hohenheim; European Commission; University of Bern; Deutscher Akademischer Austauschdienst; Harvard University; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Yale University; Vanderbilt University; King's College London; Massachusetts Institute of Technology; Peking University; University of Cambridge; Schlumberger Foundation","keywords":"Capacity development; Government (linguistics); Work (physics); Investment (military)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002057873,0.001007454,0.0004988812,0.001454672,0.001832883,0.005810479,0.001472017,0.004610113,0.5210572],"category_scores_gemma":[0.004020528,0.0004217713,0.0005061209,0.0008858636,0.0004627789,0.002217555,0.002118145,0.003415776,0.4000365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123447,"about_ca_system_score_gemma":0.008668152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774914,"about_ca_topic_score_gemma":0.03872405,"domain_scores_codex":[0.9989628,0.00008285972,0.00002235117,0.000072882,0.0006048948,0.0002542857],"domain_scores_gemma":[0.9975827,0.0002388944,0.00008165343,0.00009403111,0.000964165,0.001038439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000131972,0.00001522033,0.00002154968,0.00001250788,3.641154e-7,0.000007109136,0.000003875184,0.00001935699,0.0000354062,0.000455123,0.995433,0.003983182],"study_design_scores_gemma":[0.00001474967,0.00001028782,0.0002557448,0.00002408751,8.496602e-7,0.000005891144,0.00003289205,0.00005674085,0.00006613143,0.0003310029,0.9991979,0.000003720707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006952843,0.000795223,0.0006712344,0.0176477,0.009088477,0.0002685915,0.01488194,0.002036288,0.9539152],"genre_scores_gemma":[0.001451777,0.0002798177,0.0003325904,0.003131705,0.000681248,0.00009662967,0.005587768,0.0002722857,0.9881663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4789428,"threshold_uncertainty_score":0.6831537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528011143329387,"score_gpt":0.3251444874959866,"score_spread":0.2798643760626927,"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."}}