{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005913816,0.00003993236,0.00009156478,0.00004357889,0.0001913233,0.00005532953,0.0002241331,0.00002007434,0.000007774019],"category_scores_gemma":[0.0004514781,0.00002777705,0.00002176149,0.0001407888,0.0001855266,0.0002426774,0.00005443903,0.0006828611,0.000002910382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171054,"about_ca_system_score_gemma":0.0005847795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181358,"about_ca_topic_score_gemma":0.04844096,"domain_scores_codex":[0.9986935,0.0004888336,0.0001164758,0.00003288021,0.0001767602,0.0004915061],"domain_scores_gemma":[0.9996104,0.0001558156,0.00009390693,0.00005265083,0.00005159848,0.0000356143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008691665,0.00001766389,0.006079319,0.000001966433,0.00003162746,5.968218e-7,0.09089778,0.000004557667,0.00000108397,0.8982961,0.0000723028,0.004510078],"study_design_scores_gemma":[0.001996864,0.0001127309,0.001630205,0.0000193571,0.00003339754,0.00001539759,0.5173374,0.0002124893,0.000002451948,0.4514548,0.02709893,0.00008596385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6504828,0.007641677,0.0004340798,0.01674425,0.0001889561,0.0002201998,2.430824e-7,0.00001704977,0.3242708],"genre_scores_gemma":[0.9955541,0.003406239,0.00002274536,0.00006326377,0.0001336331,0.000001306162,1.474068e-7,0.00000341171,0.0008151256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4468413,"threshold_uncertainty_score":0.9689225,"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."}}