{"id":"W3013394700","doi":"10.1177/0149206320914694","title":"Network Brokerage: An Integrative Review and Future Research Agenda","year":2020,"lang":"en","type":"article","venue":"Journal of Management","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Knowledge management; Set (abstract data type); Social network analysis; Key (lock); Business; Data science; Management science; Sociology; Computer science; Social capital; Social science; Engineering","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":[0.007419294,0.0008637453,0.002449496,0.00732046,0.0009923418,0.004534502,0.001615293,0.002432961,0.005543084],"category_scores_gemma":[0.02104193,0.000527756,0.001359973,0.01018097,0.001514501,0.006672062,0.002115467,0.002443649,0.0006852454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405743,"about_ca_system_score_gemma":0.009199181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377055,"about_ca_topic_score_gemma":0.006956081,"domain_scores_codex":[0.9978819,0.0008284135,0.000409886,0.0003494528,0.0003860465,0.0001442197],"domain_scores_gemma":[0.9743367,0.02058683,0.002099247,0.0003243022,0.002144357,0.000508606],"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":[0.0001698307,0.0001009728,0.002679831,0.141166,0.0008726561,0.0003315266,0.002259693,0.0007775455,0.0003532449,0.03112053,0.04506528,0.7751029],"study_design_scores_gemma":[0.00003572325,0.0001395819,0.006604361,0.1809651,0.001969142,0.001085647,0.00281064,0.0006657779,0.0002096626,0.02041738,0.7850145,0.00008245401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002697403,0.996183,0.00022952,0.00252029,0.0002936974,0.000009500472,0.00002116072,0.000004539696,0.0004685083],"genre_scores_gemma":[0.002818979,0.995473,0.000359633,0.0006564162,0.0005299665,0.00002330172,0.00003015101,0.000002752255,0.0001057536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007419294,"threshold_uncertainty_score":0.03923744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08815300524043616,"score_gpt":0.4028105736719292,"score_spread":0.3146575684314931,"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."}}