{"id":"W2728984491","doi":"10.2139/ssrn.3477754","title":"Knowledge and Learning in Online Communities in Development: A Social Capital Perspective","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Perspective (graphical); Social capital; Sociology; Knowledge management; Political science; Computer science; Social science; Artificial intelligence","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":[0.00238161,0.000291382,0.0003811643,0.002201484,0.002536507,0.007103673,0.0009651064,0.002740144,0.006902024],"category_scores_gemma":[0.0072274,0.0002424613,0.0003235984,0.002436473,0.0100574,0.01268796,0.004042888,0.001270943,0.0002337234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553048,"about_ca_system_score_gemma":0.002390376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379096,"about_ca_topic_score_gemma":0.005221604,"domain_scores_codex":[0.9988009,0.0006081183,0.00003340338,0.0001430296,0.0002022248,0.0002122875],"domain_scores_gemma":[0.987857,0.008824848,0.001145111,0.0004098483,0.0005643595,0.001198828],"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":[0.00004208711,0.0001839524,0.01068119,0.0000912779,0.00003067623,0.0002808175,0.007307426,0.002361891,0.0002246253,0.9572661,0.001047196,0.02048274],"study_design_scores_gemma":[0.00002264728,0.00007734138,0.0115482,0.0001226897,0.00003220584,0.0001703174,0.01353242,0.004725542,0.0003097425,0.9571524,0.01228527,0.00002110761],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5427538,0.006410391,0.0473258,0.03888134,0.0001665555,0.0001231429,0.0003036882,0.00006191411,0.3639734],"genre_scores_gemma":[0.9957855,0.0006116722,0.00120361,0.000109546,0.00005191194,0.00002044173,0.00001222058,0.000003093241,0.002201996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007103673,"threshold_uncertainty_score":0.02308953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858157147468417,"score_gpt":0.2978343996619491,"score_spread":0.279252828187265,"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."}}