{"id":"W2061967559","doi":"10.1145/1723028.1723049","title":"WikiDev 2.0","year":2009,"lang":"en","type":"article","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Instituto Tecnológico y de Estudios Superiores de Monterrey","keywords":"Computer science; Workflow; Asynchronous communication; Traceability; Variety (cybernetics); Interoperability; Collaborative software; Cluster analysis; Software engineering; Data science; Interdependence; World Wide Web; Database; 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":[0.003013055,0.001165751,0.001137924,0.004204605,0.001237393,0.0046822,0.003410524,0.001408311,0.01401796],"category_scores_gemma":[0.01237686,0.001387475,0.0009860749,0.003669556,0.0005619871,0.006872667,0.007099174,0.002738909,0.01678649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996639,"about_ca_system_score_gemma":0.003064311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444715,"about_ca_topic_score_gemma":0.003381118,"domain_scores_codex":[0.9981433,0.0003189285,0.0003192295,0.0003163235,0.0007332652,0.0001688401],"domain_scores_gemma":[0.9946793,0.001667278,0.0004700833,0.001593238,0.0009944193,0.0005957345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007791964,0.0003732737,0.002967491,0.002850855,0.0003114871,0.0005541018,0.002052831,0.004536831,0.007752521,0.0671744,0.4370639,0.4735832],"study_design_scores_gemma":[0.0001408155,0.0000977989,0.002013404,0.0002924387,0.00006182752,0.0005687202,0.0002123955,0.008521432,0.008091222,0.02637037,0.9535001,0.0001294099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01263191,0.001377754,0.4569302,0.001065742,0.0009204338,0.00234471,0.04445868,0.4104095,0.06986098],"genre_scores_gemma":[0.05678611,0.002468911,0.5988513,0.0009122516,0.0002520942,0.004470065,0.2015457,0.06728378,0.06742983],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01401796,"threshold_uncertainty_score":0.04689479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498850179477223,"score_gpt":0.3839523482576668,"score_spread":0.3689638464628945,"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."}}