{"id":"W3122137107","doi":"","title":"Trends in Corporate Diversification","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Diversification (marketing strategy); Business; Economic geography; Economics; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009852838,0.0001778947,0.0002260351,0.002789268,0.0003437804,0.001913986,0.0002342698,0.0007986752,0.002945859],"category_scores_gemma":[0.003922481,0.0001211711,0.0002151036,0.004593822,0.0004044186,0.001775305,0.0006615786,0.0008199008,0.0005557124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167232,"about_ca_system_score_gemma":0.0005764574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003889103,"about_ca_topic_score_gemma":0.004323126,"domain_scores_codex":[0.9995647,0.00004349965,0.00005134563,0.0001213783,0.0001368509,0.00008227896],"domain_scores_gemma":[0.9951295,0.0006776298,0.00228905,0.0001675505,0.001369178,0.0003671286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004337535,0.0001491566,0.6103795,0.00063674,0.0001460413,0.0004390896,0.004890545,0.001376098,0.00420917,0.03892661,0.0145934,0.3238199],"study_design_scores_gemma":[0.00000928253,0.0001759949,0.8791179,0.0003313915,0.00003487291,0.0009618976,0.002335142,0.0006883783,0.001455795,0.003215578,0.111646,0.00002768874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255196,0.03141717,0.001072779,0.006865642,0.0001629438,0.00002432328,0.002321659,0.00005896074,0.03255692],"genre_scores_gemma":[0.9757867,0.01548588,0.0009159841,0.0008749042,0.0002958184,0.00001253051,0.001809964,0.00001831919,0.004799974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003889103,"threshold_uncertainty_score":0.009854913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423469954971801,"score_gpt":0.2212554172371904,"score_spread":0.1870207176874724,"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."}}