{"id":"W4309922944","doi":"10.1080/11926422.2022.2122524","title":"Canada’s role in global energy security: practical considerations for a low-carbon transition","year":2022,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Wilfrid Laurier University","funders":"","keywords":"Unrest; Geopolitics; Energy security; Energy transition; Investment (military); Energy (signal processing); Business; Energy supply; Production (economics); International trade; Natural resource economics; Economic system; Economics; Political science; Renewable energy; Engineering","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":[0.006232488,0.0006526455,0.0007894762,0.001622383,0.02189494,0.01571327,0.00317217,0.01550077,0.01883231],"category_scores_gemma":[0.01371609,0.0003537071,0.0008455745,0.001972924,0.01699977,0.009140676,0.006112083,0.01044561,0.001210166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06512694,"about_ca_system_score_gemma":0.404274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666739,"about_ca_topic_score_gemma":0.9800361,"domain_scores_codex":[0.9941496,0.000827554,0.000136562,0.0005026231,0.001646783,0.002736916],"domain_scores_gemma":[0.9820338,0.003022404,0.0002982437,0.0003782578,0.005475628,0.008791651],"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":[0.00008513388,0.00007900275,0.002851613,0.0004151118,0.00003928088,0.001010633,0.004219381,0.0008344629,0.0005078267,0.3777107,0.571623,0.04062383],"study_design_scores_gemma":[0.00006910921,0.00005466953,0.004751289,0.001146346,0.00006236874,0.000308974,0.01474087,0.0006428362,0.0004070615,0.06261112,0.9150537,0.0001516527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004080816,0.007514454,0.00040966,0.9384795,0.0018493,0.0000387029,0.0001454544,0.00004451118,0.04743748],"genre_scores_gemma":[0.3276427,0.02000648,0.005807292,0.5651141,0.001289151,0.0001509969,0.0002671153,0.0001219557,0.07960024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06512694,"threshold_uncertainty_score":0.4725313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299964255349894,"score_gpt":0.2726563899897964,"score_spread":0.2596567474362974,"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."}}