{"id":"W2101657596","doi":"10.1109/hicss.2008.199","title":"Individual Learning and Performance in Communities of Practice","year":2008,"lang":"en","type":"article","venue":"","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Knowledge management; Computer science; Applied psychology; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005347807,0.0003348965,0.0003418214,0.002295707,0.00229715,0.004221431,0.0007562176,0.001081851,0.003750915],"category_scores_gemma":[0.02457722,0.0001824849,0.000229526,0.001091778,0.004134062,0.002465241,0.005629593,0.0008886327,0.0004184184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112682,"about_ca_system_score_gemma":0.001858113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006763979,"about_ca_topic_score_gemma":0.008947747,"domain_scores_codex":[0.993115,0.003637456,0.0002105562,0.0006164741,0.001360935,0.00105957],"domain_scores_gemma":[0.9684063,0.01047278,0.007236238,0.001518081,0.002756666,0.009610082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003107081,0.003675361,0.7803339,0.0001665326,0.0001986387,0.0007294426,0.04532432,0.003335707,0.001781312,0.01134672,0.001277637,0.1515197],"study_design_scores_gemma":[0.0001111589,0.001353611,0.8971314,0.0002340165,0.00008537754,0.000802946,0.05223895,0.007735525,0.0007511856,0.02579986,0.0136466,0.0001093819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866374,0.0002157212,0.001131039,0.0003525286,0.00001064733,0.0000277459,0.00001264631,0.00001603639,0.01159618],"genre_scores_gemma":[0.9991292,0.00003909229,0.0002323058,0.00001984321,0.000006325581,0.000006833149,0.000007676051,0.00000230467,0.0005563197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006763979,"threshold_uncertainty_score":0.02828223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779473996553285,"score_gpt":0.2314496641776563,"score_spread":0.1936549242121235,"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."}}