{"id":"W4281644809","doi":"10.1071/aj21468","title":"APPEA Panel Series. How are global energy markets responding to the invasion of the Ukraine and what might happen next?","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Relation (database); Energy (signal processing); Political science; Computer science; Physics; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.002276945,0.0005782802,0.0003412988,0.0004443138,0.002118135,0.003789558,0.001431808,0.005577193,0.1607064],"category_scores_gemma":[0.003763686,0.0003167656,0.0008028977,0.001171104,0.0004516622,0.002382696,0.001230907,0.003592442,0.04648506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896909,"about_ca_system_score_gemma":0.005942299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04846781,"about_ca_topic_score_gemma":0.1105503,"domain_scores_codex":[0.9994264,0.00006958686,0.00002211979,0.0000596338,0.0002681233,0.0001542105],"domain_scores_gemma":[0.9978952,0.0003522833,0.0001513058,0.0001141337,0.001032591,0.0004544165],"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":[0.00003142038,0.00001851121,0.0001856252,0.000069415,0.000002937385,0.00005085916,0.00002691839,0.00003769248,0.0001199934,0.001174922,0.994256,0.004025772],"study_design_scores_gemma":[0.00001466446,0.0000184136,0.004352603,0.0001071026,0.000005983098,0.00001945706,0.000181276,0.00004282646,0.0001563842,0.0006634089,0.9944282,0.000009805371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00509406,0.01072925,0.001205561,0.1953142,0.04736819,0.0007452156,0.05915439,0.0005759972,0.679813],"genre_scores_gemma":[0.0278275,0.007116047,0.001125907,0.04173818,0.006054247,0.0006926624,0.01475247,0.0004433221,0.9002497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1607064,"threshold_uncertainty_score":0.5376165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240076539293377,"score_gpt":0.2242933686288541,"score_spread":0.2018926032359203,"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."}}