{"id":"W4396585109","doi":"10.54175/hsustain3020012","title":"Sustainable Development and Underexplored Topics in Canada’s Energy Transition","year":2024,"lang":"en","type":"article","venue":"Highlights of Sustainability","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Sustainability; Energy (signal processing); Energy transition; Indigenous; Variety (cybernetics); Political science; Focus group; Sustainable energy; Transition (genetics); Public relations; Environmental resource management; Business; Medicine; Engineering; Renewable energy; Computer science; Economics; Marketing; 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":[0.00702431,0.0003393914,0.000432162,0.002235506,0.03227402,0.009753516,0.001498717,0.002210947,0.002915194],"category_scores_gemma":[0.007255101,0.0002710993,0.0004458098,0.005549372,0.02334521,0.004038173,0.007265294,0.004609636,0.00009605074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1258015,"about_ca_system_score_gemma":0.2524819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766834,"about_ca_topic_score_gemma":0.9895051,"domain_scores_codex":[0.9908455,0.002700136,0.000238487,0.000560003,0.002217467,0.003438413],"domain_scores_gemma":[0.9911293,0.003409882,0.000553362,0.0002264876,0.002534121,0.002146941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004279206,0.00004863662,0.01433027,0.0002910079,0.00001212016,0.001063225,0.8951935,0.0003110294,0.0008178964,0.05068916,0.006658964,0.03054142],"study_design_scores_gemma":[0.000003389152,0.000009284226,0.01142457,0.0001878362,0.000006066481,0.00007930007,0.9311374,0.0001788659,0.0001656893,0.003411879,0.0533666,0.00002900058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519688,0.005419591,0.001865007,0.0682248,0.0002726305,0.0001363458,0.0002066224,0.00003959197,0.07186659],"genre_scores_gemma":[0.9918095,0.001459238,0.0007162734,0.002092049,0.00001436424,0.0000252829,0.00004753787,0.00001318173,0.003822568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258015,"threshold_uncertainty_score":0.9127578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039763649125418,"score_gpt":0.2438552531735631,"score_spread":0.2334576166823089,"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."}}