{"id":"W1591695021","doi":"10.17705/1jais.00172","title":"The Structure of Collaboration in Electronic Networks","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. Department of Energy","keywords":"Knowledge management; Diversity (politics); Extant taxon; Context (archaeology); Computer science; Social network analysis; Sociology; World Wide Web; Social media","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":[0.002207466,0.00003546522,0.0001031904,0.00007671102,0.0004586454,0.0001022992,0.0002281765,0.00006507225,8.731399e-7],"category_scores_gemma":[0.0007646768,0.00002181608,0.00006509353,0.0004422196,0.00001827786,0.0008215088,0.00001271555,0.0001066054,8.189049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110527,"about_ca_system_score_gemma":0.0001953244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004066784,"about_ca_topic_score_gemma":0.0005688089,"domain_scores_codex":[0.998726,0.0001536794,0.0005453071,0.00001778087,0.0004232058,0.0001340752],"domain_scores_gemma":[0.9973696,0.000212837,0.001640048,0.0000550216,0.0007089924,0.0000134312],"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":[0.0001620837,0.0000338471,0.2966757,0.00007632247,0.0002698645,1.267771e-7,0.09289762,0.099807,0.00006893491,0.4605912,0.04702488,0.002392472],"study_design_scores_gemma":[0.001301587,0.00006297837,0.02816917,0.00007720503,0.00003741331,0.000002083209,0.02354952,0.01195349,0.00007855607,0.001341527,0.9333152,0.0001113162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128692,0.001652417,0.00624482,0.00535653,0.01349448,0.003648388,0.00002789681,0.00003742755,0.0566689],"genre_scores_gemma":[0.9985369,0.0001303194,0.000005917142,0.00001833426,0.0002121587,0.000002064707,0.000001492346,0.000001699849,0.001091122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8862903,"threshold_uncertainty_score":0.3527576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008095435433017988,"score_gpt":0.2585846623168239,"score_spread":0.2504892268838059,"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."}}