{"id":"W2574331141","doi":"10.1111/joms.12256","title":"Boundary Spanning in Global Organizations","year":2017,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":346,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Boundary spanning; Embeddedness; Diversity (politics); Boundary (topology); Business; Function (biology); Affect (linguistics); Economic geography; Dual (grammatical number); Knowledge management; Globalization; Industrial organization; Process management; Public relations; Computer science; Sociology; Political science; Economics; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536967,0.0001004779,0.000199591,0.0002077429,0.0004391435,0.0004495235,0.0004086946,0.00001720831,0.00004651041],"category_scores_gemma":[0.0002937618,0.00008254142,0.00005019118,0.0002072321,0.000071404,0.001430687,0.0004463768,0.00007164113,0.00005251991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008311179,"about_ca_system_score_gemma":0.000009910525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005057612,"about_ca_topic_score_gemma":0.000062263,"domain_scores_codex":[0.9991484,0.000003188533,0.0003341313,0.00009266433,0.0002832556,0.0001383473],"domain_scores_gemma":[0.9986398,0.00001020287,0.0006285226,0.0001456491,0.0005708078,0.000005075701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000779237,0.0001998948,0.7024989,0.0003407147,0.0006649439,0.0005760041,0.0001215037,0.0007213292,0.000009155508,0.2397636,0.03960496,0.01542105],"study_design_scores_gemma":[0.0008196592,0.000006676439,0.8962566,0.0002654637,0.00009103281,0.000006211259,0.001016046,0.0001612343,0.000001405543,0.01880849,0.08244425,0.0001228793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7224988,0.002111874,0.002097657,0.024219,0.005239649,0.0002777513,0.000002377661,0.00004089134,0.243512],"genre_scores_gemma":[0.9967858,0.0002611105,0.0004151577,0.0008328482,0.0009951012,0.000002064163,0.000001023528,0.000008345757,0.0006985936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274287,"threshold_uncertainty_score":0.4334765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727257891059911,"score_gpt":0.2999642082329111,"score_spread":0.2726916293223121,"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."}}