{"id":"W2770509808","doi":"10.1287/orsc.2017.1158","title":"Smart or Diverse Start-up Teams? Evidence from a Field Experiment","year":2017,"lang":"en","type":"article","venue":"Organization Science","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Variety (cybernetics); Team composition; Field (mathematics); Psychology; Team effectiveness; Cognitive psychology; Computer science; Task (project management); Applied psychology; Knowledge management; Artificial intelligence; Management; Mathematics","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":[0.01018115,0.0003305773,0.00042226,0.0005240826,0.0009990347,0.001740912,0.0009239162,0.001123473,0.004130464],"category_scores_gemma":[0.02510727,0.0003395631,0.0002896783,0.000317579,0.001890653,0.001262162,0.001338318,0.0009927758,0.0005212663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838973,"about_ca_system_score_gemma":0.000442976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263541,"about_ca_topic_score_gemma":0.001699721,"domain_scores_codex":[0.9954151,0.002825223,0.0002166833,0.0007052157,0.000522237,0.0003154866],"domain_scores_gemma":[0.9247895,0.04919719,0.01066957,0.005880528,0.002450044,0.007013172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0399303,0.0467695,0.762843,0.0008213285,0.0009066195,0.001407008,0.03230065,0.001539065,0.02175891,0.005280145,0.004204037,0.08223949],"study_design_scores_gemma":[0.002241113,0.02480979,0.9383023,0.0001602869,0.0002227294,0.0003063849,0.01746639,0.00215981,0.004999465,0.003822091,0.005394954,0.0001146396],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986784,0.0000403419,0.0001826593,0.00008132556,0.000009003219,0.00004254168,0.00003255786,0.000002945572,0.0009301263],"genre_scores_gemma":[0.9987134,0.0000492162,0.0004186396,0.0001244692,0.00001089945,0.00008079292,0.00006644976,0.000002671296,0.0005334408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018115,"threshold_uncertainty_score":0.05384368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267284144766587,"score_gpt":0.2973887653009461,"score_spread":0.2447159238532802,"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."}}