{"id":"W2182079849","doi":"10.17718/tojde.38189","title":"Demystifying Virtual Communities of Practice: A Case Study of IBM","year":2010,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IBM; General partnership; Knowledge management; Virtual community; Quality (philosophy); Virtual organization; Business; Qualitative research; Public relations; Context (archaeology); Computer science; Sociology; The Internet; Political science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864259,0.0007026356,0.0006440299,0.00217261,0.02009212,0.005407869,0.002419255,0.003901629,0.003574204],"category_scores_gemma":[0.01058455,0.0005479716,0.0004653856,0.002425257,0.01100915,0.004608555,0.006522292,0.00353517,0.0004364563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929935,"about_ca_system_score_gemma":0.004709857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199052,"about_ca_topic_score_gemma":0.03585875,"domain_scores_codex":[0.9910222,0.006740045,0.0001399264,0.00044421,0.0006365613,0.001017047],"domain_scores_gemma":[0.9888825,0.0070034,0.0009037525,0.000560536,0.0004272348,0.002222715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009741088,0.0007954506,0.007325156,0.0001340607,0.0000106315,0.01091447,0.9553828,0.0003126055,0.001160261,0.008931916,0.0008714639,0.0140638],"study_design_scores_gemma":[0.00003366999,0.0003769477,0.00408741,0.0001253664,0.00001239795,0.002416955,0.9727437,0.000907831,0.0005234238,0.002087722,0.01665652,0.0000279926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987788,0.0002045723,0.001827663,0.001523317,0.00002167944,0.0001772233,0.00001865065,0.00001801979,0.00842094],"genre_scores_gemma":[0.993216,0.0002944471,0.002802569,0.0002185584,0.00001670521,0.0001417464,0.00001789021,0.00001634985,0.00327575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009212,"threshold_uncertainty_score":0.03630215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338162724126175,"score_gpt":0.3045698283552891,"score_spread":0.2711882011140274,"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."}}