{"id":"W1599432598","doi":"10.17705/1cais.02323","title":"Developments in Practice XXXI: Social Computing: How Should It Be Managed?","year":2008,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"The Internet; Value (mathematics); Computer science; Entertainment; Social computing; Power (physics); Social media; Business; Knowledge management; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003287014,0.00007938681,0.0001665105,0.0001844868,0.001755997,0.0001661249,0.001537161,0.0001196115,6.141352e-7],"category_scores_gemma":[0.003033574,0.00007712071,0.00008637783,0.0006830402,0.00008921277,0.00151848,0.0004430555,0.0001558263,0.00001536175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006823312,"about_ca_system_score_gemma":0.0001389533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003740921,"about_ca_topic_score_gemma":0.0004691854,"domain_scores_codex":[0.9981901,0.0004558123,0.0005267686,0.00006575594,0.0005600775,0.0002014791],"domain_scores_gemma":[0.9969052,0.0007055459,0.001096487,0.0005322689,0.0007365378,0.00002397376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001281528,0.0001082753,0.04712122,0.00007965938,0.0001481849,4.114242e-8,0.1650207,0.0002070381,0.000003181228,0.7343104,0.0514684,0.00151998],"study_design_scores_gemma":[0.0003916047,0.000003540174,0.01416866,0.00003028057,0.00002150544,2.152152e-7,0.03147918,0.0007702638,0.000004042945,0.00004113157,0.9529976,0.00009196432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002283185,0.00008932396,0.0005204129,0.03662715,0.0007380936,0.001791113,0.00002593302,0.00008866256,0.9578362],"genre_scores_gemma":[0.9933788,0.0001046288,0.0008821324,0.000385088,0.00005078949,0.00007565919,0.00005383063,0.000005474685,0.005063622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910956,"threshold_uncertainty_score":0.9995436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522533639309937,"score_gpt":0.3661263712079373,"score_spread":0.2138730072769436,"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."}}