{"id":"W1995369359","doi":"10.1109/tste.2012.2234154","title":"Renewable Energy Alternatives for Remote Communities in Northern Ontario, Canada","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Renewable energy; Environmental economics; Electricity; Market penetration; Diesel fuel; Capital cost; Environmental science; Computer science; Engineering; Automotive engineering; Electrical engineering; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002678373,0.0006032952,0.0006910727,0.000605209,0.0005999563,0.0001708144,0.0007237434,0.0002284243,0.0008882213],"category_scores_gemma":[0.00001538725,0.0006206802,0.0002191647,0.0006330909,0.0001213599,0.0005590521,0.00000996451,0.0003057784,0.000007798471],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00420766,"about_ca_system_score_gemma":0.002236017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999617,"about_ca_topic_score_gemma":0.9999871,"domain_scores_codex":[0.9962581,0.0003053095,0.0008449265,0.0005807078,0.0005381982,0.0014728],"domain_scores_gemma":[0.997345,0.0005116534,0.0002194453,0.001038352,0.0005764205,0.0003091592],"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":[0.0001094984,0.0001650177,0.0001054806,0.00005993252,0.0001723191,0.00007388396,0.0005901263,0.9819583,0.0001943019,0.002810813,0.00330749,0.01045285],"study_design_scores_gemma":[0.002711141,0.0003347012,0.00009031579,0.0001649627,0.00005312861,0.0000415946,0.01523807,0.02704133,0.04626857,0.008537445,0.8981653,0.001353455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1244687,0.0004683942,0.7725337,0.0006321396,0.002674233,0.0008170148,0.00004707405,0.0004467665,0.09791206],"genre_scores_gemma":[0.7435283,0.00005098006,0.0003113599,0.0003980253,0.0001156029,0.0006613398,0.00005120158,0.0001253474,0.2547579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.954917,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042210763305816,"score_gpt":0.205464766777453,"score_spread":0.1950426591443949,"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."}}