{"id":"W7043389048","doi":"","title":"SHOCKED: New Research by GHD Reveals Unprecedented Security, Climate and Society Shocks Impacting Global and Canadian Energy Sectors","year":2023,"lang":"en","type":"other","venue":"","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Energy (signal processing); Global warming; Government (linguistics); Energy policy","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":[0.001376932,0.0009745519,0.0005021024,0.002834869,0.005876351,0.01017945,0.00192997,0.003078021,0.05605876],"category_scores_gemma":[0.004027942,0.0002962399,0.001000082,0.008942221,0.003489662,0.003355988,0.003365004,0.002704576,0.00557856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05373642,"about_ca_system_score_gemma":0.1137236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804361,"about_ca_topic_score_gemma":0.9899394,"domain_scores_codex":[0.998562,0.00006404633,0.00002823959,0.00007147917,0.0008074298,0.000466766],"domain_scores_gemma":[0.997434,0.0002310533,0.0001110664,0.000187256,0.001555845,0.0004808555],"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":[0.00008088459,0.00004358215,0.00839005,0.000417328,0.00004779547,0.0002758931,0.001254096,0.001137811,0.001006035,0.07039955,0.8112425,0.1057045],"study_design_scores_gemma":[0.000005440671,0.000007699315,0.02421572,0.0002172359,0.00002187671,0.00004739565,0.005191109,0.0005992557,0.000558553,0.01763421,0.9514394,0.00006217024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02932623,0.02217202,0.002279641,0.2171437,0.0072191,0.0001522331,0.08299688,0.001397652,0.6373125],"genre_scores_gemma":[0.3006633,0.05479988,0.007213925,0.03895446,0.00217121,0.0001459798,0.04073684,0.001225095,0.5540892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05605876,"threshold_uncertainty_score":0.3898869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517529548443687,"score_gpt":0.3198608008224981,"score_spread":0.2946855053380613,"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."}}