{"id":"W6989187731","doi":"","title":"Alberta's Electricity Grid Under Strain: A Call for Additional Power Generation","year":2024,"lang":"en","type":"other","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electricity generation; Electricity; Power grid; Power (physics); Distributed generation; Grid; Stand-alone power system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007507685,0.0008656712,0.0004684053,0.0007347689,0.001932377,0.003478556,0.001251674,0.005284092,0.1688662],"category_scores_gemma":[0.001563522,0.0003039116,0.0006817199,0.0009790289,0.0009641259,0.0009573702,0.001414602,0.003766204,0.0303713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008356498,"about_ca_system_score_gemma":0.0345615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6501738,"about_ca_topic_score_gemma":0.8788677,"domain_scores_codex":[0.9992867,0.00003447242,0.000006870678,0.00002643133,0.0004529368,0.0001926148],"domain_scores_gemma":[0.9990839,0.0000512202,0.00001613153,0.0000402358,0.0004229677,0.0003856992],"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":[0.00004124252,0.00002265605,0.0001280402,0.00001741288,0.000003115173,0.00005842289,0.000007349593,0.0005329356,0.0001590882,0.004150018,0.9832298,0.01164988],"study_design_scores_gemma":[0.00006774705,0.00002635227,0.002283483,0.00005253325,0.000007329692,0.00003610606,0.0001267644,0.001756397,0.0002481868,0.005192021,0.9901845,0.00001847065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003113422,0.00117925,0.00200091,0.04677607,0.0087768,0.0001228298,0.007691814,0.001434583,0.9289044],"genre_scores_gemma":[0.01002092,0.0005857007,0.001421933,0.007589658,0.000424315,0.00002800191,0.002957343,0.000291502,0.9766807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3498262,"threshold_uncertainty_score":0.7037728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925936329577534,"score_gpt":0.2090764203364175,"score_spread":0.1998170570406421,"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."}}