{"id":"W2993584563","doi":"","title":"US industrial conglomerate finds strength in diversity [Taking stock]","year":2011,"lang":"en","type":"article","venue":"Engineering & Technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Conglomerate; Stock (firearms); Quarter (Canadian coin); Diversity (politics); Business; Economy; Economics; Finance; Geography; Archaeology; Geology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001458813,0.0001492924,0.0001675344,0.0009021329,0.0001009263,0.00003349543,0.0002507687,0.0002841593,0.0001684835],"category_scores_gemma":[0.0001387353,0.0001641824,0.00002177273,0.001563242,0.00003995091,0.0005742888,0.0003108477,0.0003894794,0.00004406569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003859533,"about_ca_system_score_gemma":0.00001162662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004987293,"about_ca_topic_score_gemma":0.00005116411,"domain_scores_codex":[0.9992238,0.000001909792,0.0002031906,0.0002057533,0.00008345981,0.0002818959],"domain_scores_gemma":[0.9996225,0.000007556436,0.0001295562,0.0001655844,0.00007000839,0.000004766178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005948854,0.0001481962,0.7634428,0.00007722913,0.0000457102,0.00009388882,0.00008437905,0.001458174,0.001335032,0.2123629,0.0003231992,0.02056894],"study_design_scores_gemma":[0.004154184,0.00007561232,0.9223869,0.0002835228,0.00007653215,0.00001399481,0.0002891994,0.03280075,0.004339091,0.004928295,0.02926799,0.001383904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935947,0.00002363742,0.0009687143,0.0001992168,0.0006095227,0.0001184735,9.268977e-7,0.0004777693,0.004007027],"genre_scores_gemma":[0.9993626,0.000001939853,0.0002837151,0.00007149857,0.0002190439,0.00001170283,0.000009537084,0.00001587122,0.00002401832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074346,"threshold_uncertainty_score":0.6695165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288548118333703,"score_gpt":0.1981569872488453,"score_spread":0.1552715060655083,"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."}}