{"id":"W7024679536","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":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","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":[0.001187684,0.0008973714,0.0003510927,0.002466179,0.003756497,0.006520602,0.001612082,0.001974811,0.08746357],"category_scores_gemma":[0.002813782,0.0002084492,0.0005397826,0.004351099,0.002181575,0.002156315,0.002389674,0.001557489,0.01082072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03019375,"about_ca_system_score_gemma":0.04824447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8916191,"about_ca_topic_score_gemma":0.9559418,"domain_scores_codex":[0.9989333,0.00003271827,0.00001509562,0.00005901759,0.0007405748,0.0002192835],"domain_scores_gemma":[0.9982286,0.0001115571,0.00006390044,0.0001250681,0.001137252,0.0003335651],"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":[0.00008432899,0.00006339581,0.003097119,0.0003174806,0.00001895694,0.000172273,0.0003277201,0.000947612,0.001914768,0.06304943,0.8075235,0.1224833],"study_design_scores_gemma":[0.000004896228,0.000008727005,0.006233104,0.0001075884,0.000008178997,0.00002237792,0.0008007624,0.0006243337,0.0009746241,0.01253216,0.9786567,0.00002656379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01028689,0.008566387,0.001737225,0.03982281,0.003560765,0.000118648,0.02262207,0.001041189,0.912244],"genre_scores_gemma":[0.0763171,0.01670055,0.003484865,0.006296936,0.0009278402,0.00006569136,0.01103633,0.0005842825,0.8845863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1083809,"threshold_uncertainty_score":0.2925947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457856009099785,"score_gpt":0.294477879470444,"score_spread":0.2698993193794462,"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."}}