{"id":"W2070477193","doi":"10.1177/10592602011002003","title":"Building Effective Networks","year":2002,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Sociology","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":[0.0009959303,0.0002057721,0.0002739811,0.0009253296,0.000159853,0.0002999225,0.0004381615,0.00005475908,0.0004916969],"category_scores_gemma":[0.00004787309,0.0001805286,0.0001710411,0.0009715099,0.00005816995,0.0009874112,0.0003022645,0.0002454639,0.0003844751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000081021,"about_ca_system_score_gemma":0.000001423278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001455888,"about_ca_topic_score_gemma":6.820218e-7,"domain_scores_codex":[0.9984202,0.00001976047,0.0006179395,0.0001866664,0.0004356021,0.0003198232],"domain_scores_gemma":[0.9987097,0.00003491554,0.0007025943,0.000222285,0.0003132695,0.0000172102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005352847,0.0002979413,0.0009940371,0.0002656616,0.0003251946,0.0002159191,0.00009900056,0.0009694129,0.00001771652,0.683824,0.1352596,0.177678],"study_design_scores_gemma":[0.002787502,0.00007855226,0.005271669,0.0003289951,0.0003827216,0.00001965627,0.00145976,0.0278782,0.00001891333,0.01019224,0.9510303,0.0005514814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02335084,0.000805186,0.07474112,0.001858233,0.008150112,0.000807199,1.968212e-7,0.0001534612,0.8901337],"genre_scores_gemma":[0.9869829,0.00007940178,0.001782339,0.004293093,0.005339595,0.00001366933,0.000001321777,0.00003428919,0.001473338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9636321,"threshold_uncertainty_score":0.7361745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960167314992207,"score_gpt":0.2530196724355815,"score_spread":0.2234179992856594,"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."}}