{"id":"W3137180169","doi":"10.33423/jabe.v22i1.2720","title":"Managing the Global Virtual Workforce: Reducing the Liability of Foreignness","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Liability; Business; Knowledge management; Public relations; Computer science; Economics; Finance; Economic growth; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00471761,0.000450468,0.0001989753,0.0008028231,0.005103589,0.003941705,0.001116167,0.001998098,0.009738955],"category_scores_gemma":[0.01508943,0.0001439989,0.0002549114,0.0004045958,0.002135582,0.004898979,0.01015295,0.001732687,0.001048389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696188,"about_ca_system_score_gemma":0.006713748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002902098,"about_ca_topic_score_gemma":0.004407876,"domain_scores_codex":[0.9970893,0.00155095,0.00008784515,0.0001583585,0.0003975786,0.0007159652],"domain_scores_gemma":[0.9922442,0.002032258,0.001398741,0.0007585142,0.0007396035,0.002826747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002806342,0.001147272,0.1070906,0.0005153677,0.00007285774,0.00250578,0.06727286,0.009807355,0.006429072,0.1477194,0.04925703,0.6079018],"study_design_scores_gemma":[0.0001853874,0.00272652,0.07683376,0.002835619,0.0001570189,0.003650123,0.2724187,0.02663928,0.009248404,0.2240659,0.3809755,0.0002637021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7154517,0.001449894,0.05867901,0.05382619,0.0006872001,0.0002733363,0.00006037849,0.0004439906,0.1691283],"genre_scores_gemma":[0.9852883,0.0003343126,0.006416133,0.002203313,0.00006688904,0.00008569415,0.00002036591,0.0000348738,0.005550204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009738955,"threshold_uncertainty_score":0.03258002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469289635928223,"score_gpt":0.204047222578832,"score_spread":0.1893543262195498,"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."}}