{"id":"W2054104707","doi":"10.7202/1005435ar","title":"Do intercultural teams need “requisite variety” to be effective?","year":2011,"lang":"en","type":"article","venue":"Management international","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Team effectiveness; Perspective (graphical); Psychology; Task (project management); Knowledge management; Process management; Management science; Computer science; Engineering; Artificial intelligence; Systems engineering","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":[0.00541103,0.0003622113,0.0003381868,0.000818125,0.002347448,0.004471548,0.0006713293,0.001414807,0.003130695],"category_scores_gemma":[0.02073839,0.0002413646,0.0002970732,0.0005381025,0.00346386,0.003638567,0.002871018,0.001147983,0.000437892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265169,"about_ca_system_score_gemma":0.001654326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009747804,"about_ca_topic_score_gemma":0.001398858,"domain_scores_codex":[0.991465,0.005202671,0.0003780567,0.0004981318,0.001366236,0.00108993],"domain_scores_gemma":[0.979444,0.00653484,0.00548838,0.001389018,0.001828219,0.005315513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008960625,0.002766195,0.4462459,0.001435713,0.0003105665,0.002755667,0.2153148,0.002482686,0.01637746,0.04348687,0.00485978,0.2630682],"study_design_scores_gemma":[0.0001460451,0.001641732,0.5236448,0.0004623363,0.0001357318,0.001179495,0.4209525,0.001936652,0.003432368,0.0224911,0.02385697,0.0001202224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678701,0.0003388242,0.001823329,0.001907319,0.0000589364,0.00004209938,0.00001108506,0.00002403507,0.02792426],"genre_scores_gemma":[0.9990584,0.00009459172,0.000475538,0.0001002903,0.00001395139,0.00001901405,0.000007443906,0.000005109066,0.0002256804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541103,"threshold_uncertainty_score":0.02861661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020094565248403,"score_gpt":0.2929117532700014,"score_spread":0.2728171880215984,"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."}}