{"id":"W4237328678","doi":"10.1088/1755-1315/664/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; China; Order (exchange); Coronavirus disease 2019 (COVID-19); Political science; Business; Public relations; Law; International trade; Medicine; Finance","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":[0.001904486,0.001186226,0.0008235658,0.002217428,0.003796392,0.005914446,0.001892424,0.002116856,0.5736589],"category_scores_gemma":[0.009652104,0.0003903022,0.0007185619,0.001795507,0.0007790939,0.003817294,0.003362839,0.00395446,0.4079425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411043,"about_ca_system_score_gemma":0.004020643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004411523,"about_ca_topic_score_gemma":0.005317335,"domain_scores_codex":[0.9984107,0.0002327923,0.0001084083,0.0002947359,0.0007451331,0.0002081231],"domain_scores_gemma":[0.9949887,0.0004803851,0.0001645895,0.0003867416,0.002915839,0.001063623],"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":[0.00002465101,0.00001553546,0.00007424576,0.00009057263,0.000001481295,0.00003899644,0.00008692494,0.00003325505,0.00009419843,0.002738998,0.9721922,0.02460898],"study_design_scores_gemma":[0.000002777179,0.000009993073,0.0001492884,0.00008196793,8.432883e-7,0.00004082821,0.0001002921,0.00001382749,0.00004074156,0.0007290643,0.9988269,0.000003381034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001258827,0.008169721,0.003928814,0.02527106,0.1470183,0.0007768327,0.009729107,0.00185078,0.8019965],"genre_scores_gemma":[0.005730107,0.005304057,0.002294133,0.006841247,0.01881626,0.0004582714,0.0101956,0.0009000104,0.9494604],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5736589,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166308420310366,"score_gpt":0.2065893738420796,"score_spread":0.194926289638976,"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."}}