{"id":"W4232941211","doi":"10.4018/978-1-5225-7659-4.ch026","title":"Communities of Practice as a Source of Open Innovation","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in library and information science (ALIS) book series","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Dynamism; Knowledge management; Community of practice; Knowledge sharing; Process (computing); Key (lock); Organizational learning; Work (physics); Public relations; Sociology; Political science; Psychology; Engineering; Computer science; Epistemology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001137383,0.0001342676,0.0002503191,0.0006668906,0.0004596543,0.0003243478,0.0008863301,0.00008985277,0.0005170881],"category_scores_gemma":[0.000280689,0.0001326528,0.00002098607,0.0005654151,0.002965468,0.6893982,0.0006562348,0.000141916,0.000009904591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060279,"about_ca_system_score_gemma":0.0003098719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009669715,"about_ca_topic_score_gemma":0.00008442947,"domain_scores_codex":[0.9985841,0.00004277712,0.0006475348,0.0001102434,0.0004518545,0.0001635077],"domain_scores_gemma":[0.9983742,0.0001948091,0.0008965707,0.0002226696,0.000277054,0.00003474081],"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":[0.00005863951,0.000005292437,0.0001813466,0.00006798122,0.000004377402,1.263027e-7,0.03847965,0.000006532292,0.000001357421,0.95859,0.00001780667,0.002586946],"study_design_scores_gemma":[0.0001167888,0.00009914878,0.00004809152,0.0003323216,0.000006855803,8.710397e-7,0.03082805,0.000006976337,0.0001769997,0.007762066,0.9604777,0.0001441558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008104047,0.0006521637,0.00001455402,0.0004181087,0.0001716526,0.0003683373,0.000008082745,0.00003774086,0.997519],"genre_scores_gemma":[0.06319047,0.7931858,0.002776465,0.002052739,0.0002090573,0.00004361505,0.0001140079,0.00004143207,0.1383864],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9604599,"threshold_uncertainty_score":0.9997479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427200157336957,"score_gpt":0.3205007473118884,"score_spread":0.2962287457385189,"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."}}