{"id":"W4295203271","doi":"10.1002/cjce.24654","title":"Clean energy strategies and pathways to meet British Columbia's decarbonization targets","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Mitacs; Pacific Institute for Climate Solutions","keywords":"Renewable energy; Greenhouse gas; Carbon neutrality; Electrification; Bioenergy; Energy supply; Electricity; Natural resource economics; Biomass (ecology); Energy engineering; Environmental economics; Electricity generation; Environmental science; Engineering; Economics; Energy (signal processing); Ecology; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001022652,0.0007574615,0.0002239952,0.001665306,0.003254862,0.004365399,0.001056474,0.001528159,0.01017129],"category_scores_gemma":[0.001628153,0.0001956633,0.0003815768,0.001806217,0.0008468234,0.0008524135,0.002029401,0.001504546,0.0009833041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03488968,"about_ca_system_score_gemma":0.06606773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8952942,"about_ca_topic_score_gemma":0.9429191,"domain_scores_codex":[0.9988211,0.000175235,0.00002846569,0.00006569414,0.0004395975,0.0004698933],"domain_scores_gemma":[0.9987444,0.00006863444,0.00003499608,0.0000411426,0.0008687147,0.000242205],"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":[0.0003206671,0.0005107438,0.02435625,0.00138834,0.0001693814,0.001505094,0.001588774,0.04915218,0.01254586,0.2689848,0.3720587,0.2674193],"study_design_scores_gemma":[0.000122913,0.0001416446,0.03969742,0.001356312,0.00009747062,0.00019219,0.006455285,0.02236059,0.00778946,0.05277425,0.8688554,0.0001571419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1828203,0.01292333,0.00807095,0.1019121,0.0008313461,0.0005191508,0.0059739,0.0005986112,0.6863502],"genre_scores_gemma":[0.841533,0.008426523,0.01592905,0.009148723,0.00005516628,0.0003549465,0.002718169,0.0001174131,0.121717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1047058,"threshold_uncertainty_score":0.2531435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005370519011316357,"score_gpt":0.1550680532348749,"score_spread":0.1496975342235585,"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."}}