{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005957886,0.0002996033,0.0002412007,0.000323586,0.00001913029,0.00007128347,0.0001032081,0.0003924727,0.01897237],"category_scores_gemma":[0.00002404379,0.0002954686,0.0001109843,0.0002452973,0.00000828567,0.00004730248,0.000008289368,0.0001674603,0.0006391372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125598,"about_ca_system_score_gemma":0.00006259522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009312729,"about_ca_topic_score_gemma":0.001247116,"domain_scores_codex":[0.9989428,0.00001485171,0.0002423008,0.0003193462,0.0001927013,0.0002880288],"domain_scores_gemma":[0.9996036,0.00006162487,0.00004487125,0.000188969,0.00003944953,0.00006152615],"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":[0.00000100541,0.000009673218,5.774459e-8,0.00009546083,0.0001765845,9.742741e-7,0.0000119306,0.003525943,0.00013804,0.004381698,0.9915569,0.0001016702],"study_design_scores_gemma":[0.000148729,0.00003493185,8.996283e-7,0.00007018013,0.00004589188,0.00001014199,0.000001692299,0.07709243,0.00007793347,0.0001304147,0.9220319,0.0003547981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.047557e-7,0.0008040296,0.3346715,0.00006268603,0.001298762,0.0005786566,0.002170519,0.0007629883,0.6596506],"genre_scores_gemma":[0.0003630742,0.00004630286,0.004548776,0.000139926,0.001674322,0.0003666927,0.006823831,0.000938258,0.9850988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3301228,"threshold_uncertainty_score":0.9999498,"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."}}