{"id":"W161354843","doi":"","title":"The [Wikipedia] world is not flat: On the organizational structure of online production communities","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hierarchy; Peer production; Set (abstract data type); Knowledge management; Computer science; Corporate governance; Organizational structure; Power (physics); Production (economics); Online community; Data science; World Wide Web; Business; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00293259,0.0001150782,0.0001397621,0.002785911,0.002262277,0.003860176,0.0004934314,0.0004402519,0.002400763],"category_scores_gemma":[0.02580597,0.0001720642,0.0001086218,0.002588891,0.006080816,0.006099406,0.002120627,0.0005420359,0.0002206735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326754,"about_ca_system_score_gemma":0.001539708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009384683,"about_ca_topic_score_gemma":0.01424337,"domain_scores_codex":[0.9976935,0.001375525,0.0001014743,0.0002874356,0.0003664068,0.0001756701],"domain_scores_gemma":[0.9759019,0.01407964,0.004564586,0.001547953,0.002218503,0.001687361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000362307,0.000206381,0.4329007,0.0002251622,0.00005250941,0.0005997584,0.1352255,0.001726503,0.002117616,0.2863639,0.005638165,0.1345815],"study_design_scores_gemma":[0.00003838184,0.0001741577,0.7252473,0.0003319462,0.00004314958,0.000477777,0.121807,0.007763074,0.0008787907,0.1151051,0.02805345,0.00007982954],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609481,0.0003467278,0.004843687,0.001903203,0.00001758763,0.00003037845,0.0001036965,0.00002273739,0.03178387],"genre_scores_gemma":[0.9980946,0.0001224004,0.001199923,0.00004705092,0.00001070358,0.00001213093,0.0000548824,0.000007958576,0.0004503486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9977377,"threshold_uncertainty_score":0.01866013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468694401429902,"score_gpt":0.2747795791213243,"score_spread":0.2600926351070252,"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."}}