{"id":"W3160396285","doi":"10.3386/w28837","title":"The Conglomerate Network","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Conglomerate; Geology; Business; Geochemistry","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":[0.0004431515,0.0004071062,0.0005191505,0.001039362,0.0008442369,0.002561917,0.001605633,0.001328695,0.01739179],"category_scores_gemma":[0.00248014,0.0002921202,0.000596795,0.001885637,0.001342558,0.005269096,0.001349041,0.0009285486,0.002099961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510262,"about_ca_system_score_gemma":0.000624326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008886461,"about_ca_topic_score_gemma":0.006253624,"domain_scores_codex":[0.999564,0.0001748885,0.00001065539,0.0001514797,0.00004435749,0.00005470799],"domain_scores_gemma":[0.9992386,0.000281952,0.0001451439,0.000114647,0.0001066379,0.0001131595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006908868,0.00002652994,0.001661676,0.00004760974,0.00003768436,0.0001672358,0.0002085663,0.09870049,0.0004676743,0.8835281,0.004916041,0.01016932],"study_design_scores_gemma":[0.00004752123,0.00004831291,0.001600766,0.00004521307,0.00004441589,0.0002263527,0.0001873272,0.3383783,0.0002221145,0.6178504,0.04132118,0.0000280688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1708841,0.002408084,0.6210026,0.00592504,0.0001650954,0.0002042494,0.003024938,0.0004411097,0.1959448],"genre_scores_gemma":[0.8986529,0.002604812,0.04265782,0.0005723475,0.0001092341,0.0002965756,0.001169028,0.0000846268,0.05385269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01739179,"threshold_uncertainty_score":0.05818135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3065608924478965,"score_gpt":0.4695231144774078,"score_spread":0.1629622220295113,"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."}}