{"id":"W3042601539","doi":"10.20944/preprints202007.0361.v1","title":"How the COVID-19 Crisis is Showing us the Complexities in the Global Energy Transition","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Energy Security and Policy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agência Nacional de Energia Elétrica","keywords":"Recession; Economics; Renewable energy; Peak oil; Natural resource economics; Energy transition; Fossil fuel; Global recession; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Economic recovery; Energy market; Market economy; Macroeconomics; Climate change; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310392,0.0002818631,0.0002431691,0.0007446447,0.002645598,0.01220523,0.0002881918,0.003279167,0.00998449],"category_scores_gemma":[0.003199816,0.0001803852,0.000309261,0.001187054,0.004123528,0.009531423,0.003282152,0.005207389,0.002112493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696919,"about_ca_system_score_gemma":0.002532979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009470264,"about_ca_topic_score_gemma":0.008574254,"domain_scores_codex":[0.9991034,0.0003419148,0.00002085661,0.00009964236,0.0002282551,0.0002060582],"domain_scores_gemma":[0.999428,0.0001736607,0.00005535621,0.00007491781,0.0001331858,0.0001348643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197041,0.00004541155,0.002596142,0.0002419236,0.00002671067,0.000825708,0.006206207,0.001239329,0.0008021627,0.7472649,0.1778177,0.06281403],"study_design_scores_gemma":[0.000008945448,0.0000207953,0.005509755,0.0004448598,0.00001197883,0.0004627822,0.01519547,0.0004936082,0.0005981917,0.2116035,0.7655978,0.0000522735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06524558,0.02324601,0.004163996,0.5892984,0.00786977,0.00002218708,0.0009181655,0.0002363453,0.3089995],"genre_scores_gemma":[0.858066,0.03319731,0.002994172,0.05633983,0.002917012,0.00004627951,0.0007025247,0.0004971732,0.04523963],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01220523,"threshold_uncertainty_score":0.03340143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151029502724226,"score_gpt":0.3531305499275024,"score_spread":0.1380275996550798,"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."}}