{"id":"W4387400885","doi":"10.3390/en16196967","title":"Renewable Energy and Decarbonization in the Canadian Mining Industry: Opportunities and Challenges","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; École de Technologie Supérieure","funders":"","keywords":"Electrification; Renewable energy; Context (archaeology); Fossil fuel; Natural resource economics; Population; Business; Environmental economics; Engineering; Economics; Electricity; Waste management; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294154,0.00005563578,0.00005884602,0.0001338687,0.00005090727,0.000046499,0.00004789729,0.00008991422,0.000003340833],"category_scores_gemma":[0.000008214668,0.00005114647,0.000003947344,0.00006556391,0.00002020594,0.00005944023,0.00001646852,0.0000399961,1.330013e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000194879,"about_ca_system_score_gemma":0.00001711774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03515937,"about_ca_topic_score_gemma":0.4880628,"domain_scores_codex":[0.9997157,0.000009201587,0.00006397128,0.0000627581,0.000023275,0.0001250247],"domain_scores_gemma":[0.9998524,0.00003228921,0.000007174394,0.00007178939,0.000003641494,0.00003268138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004173996,0.000007123514,0.01213021,0.0002199554,0.00006570381,0.0001489281,0.03504461,0.625556,0.0001187424,0.1449432,0.05650136,0.12526],"study_design_scores_gemma":[0.0002591288,0.00005485915,0.0189845,0.0001365355,0.00001357194,0.00003743156,0.0356735,0.2121477,0.0009508701,0.004922055,0.7262543,0.0005654795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742216,0.002195124,0.00000485656,0.00123984,0.00005973873,0.00002015198,0.000003054688,0.0001734494,0.02208212],"genre_scores_gemma":[0.9819607,0.01756691,0.0001416981,0.00005826445,0.00003269136,0.00001673941,0.000008096297,0.00001176135,0.0002031637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.669753,"threshold_uncertainty_score":0.9712656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419151485130271,"score_gpt":0.2115250026167551,"score_spread":0.1373334877654523,"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."}}