{"id":"W3084981120","doi":"10.1111/jems.12445","title":"Vertical integration and capacity investment in the electricity sector","year":2021,"lang":"en","type":"preprint","venue":"Journal of Economics & Management Strategy","topic":"Electric Power System Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Vertical integration; Electricity; Incentive; Investment (military); Industrial organization; Welfare; Economics; Economic surplus; Business; Microeconomics; Market economy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00128922,0.0004244462,0.000484822,0.0005415864,0.0005317171,0.002136111,0.0004804351,0.0008481478,0.007953404],"category_scores_gemma":[0.003420795,0.000372599,0.0003009174,0.0009543102,0.001213396,0.001979755,0.001629744,0.001197634,0.0002796841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413203,"about_ca_system_score_gemma":0.001243241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159643,"about_ca_topic_score_gemma":0.006231522,"domain_scores_codex":[0.9991485,0.0002310094,0.00003051866,0.00008550261,0.0001545168,0.0003499921],"domain_scores_gemma":[0.9963087,0.001391604,0.001126412,0.0001335626,0.0004084579,0.000631212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001090136,0.0009643288,0.07805697,0.0003243624,0.0002828277,0.001072159,0.0005119546,0.4570665,0.02052709,0.3748209,0.003576859,0.06170591],"study_design_scores_gemma":[0.0003894316,0.0007394212,0.1071948,0.0004009602,0.0002488415,0.0004019894,0.001832893,0.4218424,0.00984362,0.4423088,0.01469181,0.0001051586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951332,0.001088648,0.0114857,0.001272677,0.00004140012,0.00002948972,0.0001396394,0.00003601027,0.03457443],"genre_scores_gemma":[0.9986084,0.0001042132,0.0003295641,0.00003921683,0.000010977,0.000003521049,0.00001553966,0.000002835372,0.0008858112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007953404,"threshold_uncertainty_score":0.0266068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422457649008214,"score_gpt":0.2114482342595077,"score_spread":0.1872236577694255,"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."}}