{"id":"W2325833494","doi":"10.1142/9789814299862_0022","title":"MANAGING KNOWLEDGE IN A VOLUNTEER-BASED COMMUNITY","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Audit; Knowledge management; Business; Volunteer; Public relations; Process (computing); Personal knowledge management; Political science; Accounting; Computer science; Organizational learning","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":[0.005522342,0.0002105507,0.0002386241,0.001187488,0.00403239,0.003500532,0.001074121,0.0009916669,0.003795447],"category_scores_gemma":[0.008026754,0.0001573908,0.0001848582,0.0006108001,0.001699605,0.003066272,0.003879,0.0005996624,0.0006271737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009497408,"about_ca_system_score_gemma":0.003233317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800916,"about_ca_topic_score_gemma":0.002445291,"domain_scores_codex":[0.9967187,0.002106181,0.00008139349,0.0002411453,0.0004589192,0.0003936685],"domain_scores_gemma":[0.9912667,0.002501474,0.0008789428,0.0009630017,0.001984805,0.002405187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001468755,0.005223552,0.1251314,0.0007555839,0.0001645794,0.007337572,0.1591046,0.008010053,0.0174326,0.1297222,0.04119642,0.5044526],"study_design_scores_gemma":[0.0005360789,0.003198268,0.03808726,0.0008430391,0.0001548377,0.003695225,0.3126793,0.07542358,0.008517945,0.2226689,0.3339651,0.0002304546],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287622,0.0003708393,0.02857843,0.004841126,0.0001087203,0.000329648,0.00004399353,0.0002022414,0.03676276],"genre_scores_gemma":[0.9899145,0.00009098478,0.005287701,0.0001620189,0.00002730371,0.00005039317,0.0000417315,0.0000119708,0.004413405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005522342,"threshold_uncertainty_score":0.02920526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08248803726332636,"score_gpt":0.3696199610308422,"score_spread":0.2871319237675158,"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."}}