{"id":"W4212855203","doi":"10.3390/su14042213","title":"Sustainable Development and Canada’s Transitioning Energy Systems","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Sustainability; Energy transition; Futures contract; Corporate governance; Energy (signal processing); Sustainable development; Energy engineering; Public relations; Business; Political science; Sociology; Economics; Management; 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":[0.002358656,0.000341695,0.0002855683,0.001471991,0.03115683,0.01061828,0.001617582,0.001786729,0.006408835],"category_scores_gemma":[0.004627877,0.0002358312,0.0005061055,0.003766262,0.01246071,0.002507711,0.005992937,0.003228623,0.0003126787],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2510527,"about_ca_system_score_gemma":0.373282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997039,"about_ca_topic_score_gemma":0.9987074,"domain_scores_codex":[0.995229,0.0008461171,0.00009348133,0.0003627972,0.00128659,0.002182101],"domain_scores_gemma":[0.9948376,0.0007907952,0.0001918206,0.0001490016,0.001901504,0.002129295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001367263,0.0001578331,0.03258536,0.0005317046,0.00006094758,0.002110324,0.1437189,0.006282228,0.001624162,0.6298281,0.06764964,0.1153141],"study_design_scores_gemma":[0.0000359845,0.00005256777,0.0413216,0.0005092107,0.00004905985,0.0002369409,0.1843294,0.002725941,0.001085163,0.04009048,0.7293986,0.0001650124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3602733,0.00618441,0.005887461,0.1353709,0.0005023617,0.0002668952,0.001242929,0.0001964238,0.4900752],"genre_scores_gemma":[0.9638309,0.001808252,0.002800708,0.003656732,0.00001842189,0.00004973129,0.0002444475,0.00005142931,0.02753941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7489473,"threshold_uncertainty_score":0.8686727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005121721026129807,"score_gpt":0.1796553715410895,"score_spread":0.1745336505149597,"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."}}