{"id":"W1972416207","doi":"10.1109/hicss.2014.224","title":"The Effect of Community Type on Knowledge Sharing Incentives in Online Communities: A Meta-analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Incentive; Knowledge sharing; Reciprocity (cultural anthropology); Online community; Knowledge management; Task (project management); Online participation; Public relations; Computer science; Business; The Internet; Psychology; World Wide Web; Social psychology; Political science; Microeconomics","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":[0.006286067,0.000106321,0.0004732794,0.0002112008,0.0008593982,0.00007906477,0.0009155074,0.00004186768,0.0002328648],"category_scores_gemma":[0.0003738107,0.00006403335,0.0003179954,0.001092086,0.0002507929,0.00008689625,0.0003729314,0.0002989603,0.00002318117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004444998,"about_ca_system_score_gemma":0.000009952652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01038523,"about_ca_topic_score_gemma":0.2616589,"domain_scores_codex":[0.9964908,0.002810012,0.0002391571,0.00007324169,0.0001782036,0.0002085917],"domain_scores_gemma":[0.9958909,0.003404034,0.00008476797,0.0005142421,0.00007253457,0.00003350306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003100288,0.001020925,0.39125,0.000182625,0.05199811,5.988527e-7,0.2399553,0.0006300424,0.00001611899,0.2887482,0.0006215416,0.02526646],"study_design_scores_gemma":[0.003867058,0.003866269,0.2300789,0.0001390748,0.1331472,1.047338e-7,0.4214606,0.04550821,0.0008214414,0.0137073,0.1455369,0.001866942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6874314,0.0002523825,0.00003996679,0.0001668086,0.00006170753,0.0001711953,0.000001204974,0.00003278335,0.3118426],"genre_scores_gemma":[0.994739,0.00004087272,0.00001562815,0.00003218768,0.00002396841,0.00001030305,0.00000821394,0.000005432321,0.005124401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073076,"threshold_uncertainty_score":0.9962047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334702898889386,"score_gpt":0.3908564975969747,"score_spread":0.257386207708036,"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."}}