{"id":"W3202479321","doi":"10.2139/ssrn.3936984","title":"Private Risk and Social Resilience in Liberalized Electricity Markets","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Electric Power System Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Resilience (materials science); Business; Electricity; Economics; Natural resource economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264998,0.0001620133,0.0002335821,0.000174571,0.0001486578,0.00007686114,0.000140398,0.0001123065,0.00001402975],"category_scores_gemma":[0.0001062106,0.0001740667,0.00005237444,0.0006674949,0.00001784147,0.000232335,0.00002436562,0.001651173,0.000005092763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009695221,"about_ca_system_score_gemma":0.0005641908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146963,"about_ca_topic_score_gemma":0.0003545599,"domain_scores_codex":[0.997377,0.0002397437,0.0003427063,0.0001961926,0.0002127584,0.00163163],"domain_scores_gemma":[0.9996385,0.00006264439,0.00008661706,0.0001053657,0.00005615266,0.000050746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001010472,0.0006490594,0.1862142,0.0005007794,0.001902929,0.0005939544,0.00672163,0.0532684,0.04924778,0.1718986,0.00284555,0.5251466],"study_design_scores_gemma":[0.01875906,0.0008348492,0.1774106,0.0003549202,0.0004115755,0.01058785,0.002022393,0.3504731,0.02138297,0.4027282,0.01085722,0.004177246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080571,0.009522488,0.08075692,0.0001726452,0.0001696036,0.0001275375,0.000001722112,0.0001141276,0.001077876],"genre_scores_gemma":[0.984939,0.01422279,0.0003362374,0.00002360563,0.0000961053,0.000005635907,0.000002990251,0.00003335315,0.0003402301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5209693,"threshold_uncertainty_score":0.7173617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003135194919974523,"score_gpt":0.1963774557806966,"score_spread":0.1932422608607221,"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."}}