{"id":"W2950706599","doi":"10.20508/ijsmartgrid.v3i2.58.g47","title":"Hybrid Renewable Energy System with Storage for Electrification â€“ Case Study of Remote Northern Community in Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Smart grid","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada; U.S. Department of Energy","keywords":"Electrification; Renewable energy; Microgrid; Electricity; Wind power; Environmental economics; Environmental science; Environmental resource management; Business; Natural resource economics; Engineering; Economics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001618978,0.0004475434,0.0003407175,0.0003368638,0.001730449,0.0007658828,0.0008052399,0.0005957962,0.004179342],"category_scores_gemma":[0.000225646,0.0001431082,0.0003897105,0.000691299,0.0005356307,0.0003281507,0.0004100189,0.000351511,0.0001757808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484638,"about_ca_system_score_gemma":0.004180896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7769768,"about_ca_topic_score_gemma":0.8796009,"domain_scores_codex":[0.9998916,0.00001812268,0.000003436031,0.00001322663,0.00002657394,0.00004697109],"domain_scores_gemma":[0.9998778,0.00003144821,0.000006979694,0.000005897638,0.0000490929,0.00002863801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004887537,0.0003074809,0.01451183,0.0003157061,0.00006284366,0.006004156,0.0006279283,0.943506,0.005884014,0.006515659,0.005283667,0.01649191],"study_design_scores_gemma":[0.0001920791,0.0004362815,0.02059976,0.00004277367,0.0000873094,0.0005444715,0.00573505,0.9519596,0.00696492,0.001620709,0.01174294,0.00007413224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734161,0.0001783613,0.002751957,0.0002104466,0.00001985485,0.0001355065,0.0006428676,0.00007597002,0.02256896],"genre_scores_gemma":[0.9926099,0.00008007197,0.001320215,0.00001348397,0.000001361525,0.00001910578,0.0001353554,0.000005951995,0.005814482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230232,"threshold_uncertainty_score":0.4486733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011733266516399,"score_gpt":0.2211646199393542,"score_spread":0.2094313534229552,"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."}}