{"id":"W896787537","doi":"10.2139/ssrn.2612686","title":"Communities of Practice and the NGO Sector in China","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"China; Political science; Environmental planning; Geography; Environmental resource management; Business; Law; Economics","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":[0.001763492,0.0002410624,0.0003893558,0.003688974,0.005808925,0.003799566,0.0009543165,0.001082718,0.003691255],"category_scores_gemma":[0.002920251,0.000204986,0.000268771,0.004977341,0.004713604,0.002563471,0.004175535,0.0006898969,0.0001026262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009421793,"about_ca_system_score_gemma":0.02231433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1109023,"about_ca_topic_score_gemma":0.1454946,"domain_scores_codex":[0.9979848,0.0005439979,0.00008925696,0.0002414845,0.0003167366,0.0008237599],"domain_scores_gemma":[0.9951915,0.001351233,0.001006414,0.0001687193,0.0003331924,0.001948922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003419063,0.0005940697,0.609558,0.0004870744,0.0001431777,0.004703583,0.1264281,0.002331827,0.00155137,0.1445699,0.002989714,0.1063013],"study_design_scores_gemma":[0.0001126003,0.0003274522,0.7725384,0.0004368808,0.0001051592,0.00060468,0.1584075,0.0073431,0.0004056278,0.03137558,0.02823554,0.0001073426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888438,0.001486176,0.0001651571,0.001412251,0.00001414204,0.00002347001,0.00002578729,0.000007148112,0.008022066],"genre_scores_gemma":[0.998807,0.0002296422,0.00004037011,0.00003645007,0.000005230494,0.000007086448,0.000006727587,7.036597e-7,0.0008668342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109023,"threshold_uncertainty_score":0.2205136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347569843734711,"score_gpt":0.3003401781584865,"score_spread":0.2768644797211394,"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."}}