{"id":"W1514994014","doi":"","title":"Diversification Strategy in Electric Utilities: Who Wins? Who Loses?","year":2008,"lang":"en","type":"article","venue":"Academy of strategic management journal/Academy of Strategic Management journal","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Deregulation; Electric utility; Industrial organization; Business; Profit (economics); Economics; Purchasing; Marketing; Market economy; Microeconomics; Engineering","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002569708,0.0009928414,0.001540141,0.00294232,0.001085111,0.0005799058,0.002055569,0.0005136505,0.001257922],"category_scores_gemma":[0.00001142526,0.0009600636,0.0005988211,0.002254183,0.0004682555,0.002951151,0.0006013057,0.002946718,0.00008689546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629036,"about_ca_system_score_gemma":0.00007827865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006174237,"about_ca_topic_score_gemma":0.000006742177,"domain_scores_codex":[0.9925345,0.0001470081,0.003354743,0.0009468253,0.001462292,0.001554658],"domain_scores_gemma":[0.9959116,0.00009660709,0.003303986,0.0002833453,0.000229793,0.0001746863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000564951,0.0007261958,0.007903335,0.002007438,0.001953238,0.0003394888,0.000254175,0.005127016,0.0001379059,0.9675859,0.008675176,0.004725153],"study_design_scores_gemma":[0.01150373,0.0004719239,0.08727069,0.002181539,0.001442628,0.0005814889,0.05874483,0.01141676,0.0001713806,0.7974691,0.02592601,0.002819879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5294609,0.002212314,0.00008746539,0.002521829,0.0002514277,0.001003904,0.000008568585,0.00006030848,0.4643933],"genre_scores_gemma":[0.9520223,0.04309395,0.0002804078,0.001100473,0.001102044,0.0000311611,0.000009399181,0.00008146527,0.002278822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4621145,"threshold_uncertainty_score":0.9996551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09658645095696351,"score_gpt":0.2754931003946015,"score_spread":0.178906649437638,"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."}}