{"id":"W2164123419","doi":"10.2139/ssrn.385022","title":"Small World Networks and Knowledge Creation: Implications for Multiple Levels of Analysis","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Knowledge management; Business; Computer science","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":[0.007822256,0.0005845677,0.001404395,0.006417677,0.003495646,0.01635853,0.002216137,0.002253615,0.01192193],"category_scores_gemma":[0.04593472,0.000501472,0.001243863,0.00787338,0.01045207,0.02506103,0.007275744,0.002827812,0.0005476267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726101,"about_ca_system_score_gemma":0.002280226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057961,"about_ca_topic_score_gemma":0.00725176,"domain_scores_codex":[0.9950554,0.00295613,0.0001756316,0.0006911655,0.0006996499,0.0004219455],"domain_scores_gemma":[0.9154962,0.07207914,0.00361651,0.004213532,0.002832606,0.001761998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000899063,0.00008860602,0.01706421,0.000210336,0.000218761,0.0001125389,0.004359272,0.003436813,0.000201295,0.9495022,0.0008971125,0.02381898],"study_design_scores_gemma":[0.0000110212,0.00001970155,0.008103971,0.0001210967,0.00008031409,0.0000499636,0.003653936,0.01366282,0.0001467696,0.9714894,0.002634906,0.00002611917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4127561,0.008191586,0.37709,0.02226988,0.0002711749,0.0002923953,0.0006747564,0.0002597292,0.1781944],"genre_scores_gemma":[0.9698256,0.001144312,0.02573736,0.0003301064,0.0001092996,0.0001593347,0.0001362343,0.00003021072,0.00252765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635853,"threshold_uncertainty_score":0.04136854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034044671893332,"score_gpt":0.2645745589826362,"score_spread":0.2305298870893042,"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."}}