{"id":"W2794187605","doi":"10.1002/j.1551-8833.2006.tb07649.x","title":"The Consolidation Continues, With GE Leading the Pack","year":2006,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Business; Industrial organization; Market economy; Economics; Finance","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009598948,0.0001458236,0.0001527363,0.00007468616,0.0005979576,0.001444638,0.0002510744,0.0000426457,0.00001798572],"category_scores_gemma":[0.0001339759,0.00007102492,0.00004556519,0.0005552506,0.0001243098,0.0009149416,0.0000770172,0.0001825365,0.0003317063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743102,"about_ca_system_score_gemma":0.00001327264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427587,"about_ca_topic_score_gemma":0.001012926,"domain_scores_codex":[0.9986902,0.00005567157,0.0002230362,0.0001996281,0.000361508,0.0004699585],"domain_scores_gemma":[0.9988309,0.00021266,0.0005192484,0.0002246673,0.0002060347,0.000006484232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001061529,0.00007629714,0.8307446,0.00001630382,0.000177642,0.000004218699,0.0004258626,0.0004076511,0.001293918,0.0198649,0.1259206,0.02096192],"study_design_scores_gemma":[0.0008979394,0.00002560639,0.1909901,0.0000544781,0.0001537964,0.000001530079,0.001508517,0.002279423,0.001179362,0.0029368,0.7994483,0.0005241341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116918,0.00004338446,0.0006180881,0.03084312,0.0002958238,0.0005169167,0.000001203198,0.0002493238,0.05574038],"genre_scores_gemma":[0.9937503,0.000006465309,0.00003387518,0.001584512,0.001029578,0.00004988117,0.00008556873,0.00002680673,0.003432956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6735277,"threshold_uncertainty_score":0.9995919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007224427843427287,"score_gpt":0.2073268183122914,"score_spread":0.2001023904688641,"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."}}