{"id":"W2190184171","doi":"","title":"A Relational View of Individual Participation in Online Communities of Practice: An Integrative Literature Review","year":2015,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Online community; Community of practice; Knowledge management; Knowledge sharing; Affect (linguistics); Relation (database); Online participation; Empirical research; Psychology; Empirical evidence; Conceptual framework; Online discussion; Public relations; Sociology; Computer science; The Internet; Political science; World Wide Web; Epistemology; Social 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":[0.005345089,0.000540338,0.001283628,0.008706305,0.001611467,0.006450266,0.001481896,0.002343582,0.003102655],"category_scores_gemma":[0.0117711,0.0006090884,0.0007772963,0.01110072,0.006156434,0.0104384,0.002850853,0.002121652,0.0003101107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052589,"about_ca_system_score_gemma":0.006018017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00548243,"about_ca_topic_score_gemma":0.006128872,"domain_scores_codex":[0.9964116,0.001762434,0.0003783237,0.0004730174,0.0007998077,0.000174824],"domain_scores_gemma":[0.9763144,0.02008322,0.001384797,0.000431816,0.001396768,0.0003891239],"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":[0.00006734843,0.0002402529,0.008012387,0.03538115,0.0003047755,0.000619743,0.05152548,0.001109366,0.0004656071,0.1795469,0.003967789,0.7187592],"study_design_scores_gemma":[0.00003146009,0.0002823873,0.04500237,0.124218,0.0008468627,0.004652491,0.1217617,0.002276457,0.0007686405,0.1582438,0.5416866,0.0002292905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01952719,0.9356062,0.006898835,0.006194305,0.0003009521,0.00009837775,0.00006545226,0.00002072875,0.03128796],"genre_scores_gemma":[0.1906921,0.8021993,0.004951594,0.0007399425,0.0003344582,0.000162513,0.00007197131,0.00001517783,0.0008329933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008706305,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814051250158741,"score_gpt":0.4310008155684552,"score_spread":0.2495956905525811,"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."}}