{"id":"W3201433106","doi":"10.3390/su131810308","title":"The Risks of Global Heating to Energy Systems and Energy Security","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Global Energy Security and Policy","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hydroelectricity; Electricity; Extreme weather; Climate change; Work (physics); Mains electricity; Energy security; Global warming; Energy supply; Natural resource economics; Electricity generation; Business; Environmental science; Environmental resource management; Renewable energy; Energy (signal processing); Power (physics); Engineering; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00135604,0.0005020653,0.0002038061,0.001017454,0.001867379,0.002979096,0.0004048474,0.001198446,0.004916642],"category_scores_gemma":[0.002692331,0.0001863837,0.0006270578,0.00103761,0.005739235,0.001928243,0.002372033,0.001594538,0.0001749451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005597474,"about_ca_system_score_gemma":0.004196015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06947775,"about_ca_topic_score_gemma":0.07761634,"domain_scores_codex":[0.9986993,0.0005489049,0.00002369157,0.00009601429,0.0003271209,0.0003049134],"domain_scores_gemma":[0.9987628,0.0004530449,0.0002708704,0.0001485044,0.0002623191,0.0001024191],"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":[0.00003413109,0.00002775669,0.0203645,0.00006303289,0.00006548361,0.0004047275,0.001425417,0.02458181,0.0008986408,0.9313093,0.002308647,0.0185165],"study_design_scores_gemma":[0.00001587654,0.0001401407,0.04123549,0.0004484639,0.00008804415,0.0006546337,0.01031003,0.01658399,0.001959195,0.8026856,0.1258041,0.00007444562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3092125,0.006443596,0.04024125,0.02466874,0.000321048,0.0001089016,0.0004268067,0.00006323637,0.6185139],"genre_scores_gemma":[0.9887425,0.002188925,0.001803446,0.0004909037,0.00007363155,0.00002309106,0.0000320014,0.00001303447,0.006632514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06947775,"threshold_uncertainty_score":0.1381466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347309826555416,"score_gpt":0.2991444683273333,"score_spread":0.2856713700617792,"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."}}