{"id":"W2945621406","doi":"10.1145/3308560.3316750","title":"What's in the Content of Wikipedia's Article for Deletion Discussions?","year":2019,"lang":"en","type":"article","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Citation; Library science; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134199,0.00002051825,0.0000377011,0.00001961302,0.00006163947,0.00005962847,0.00007916975,0.00002276952,0.0001964615],"category_scores_gemma":[0.0001297464,0.00001196649,0.00001738602,0.0001928132,0.00003429684,0.0003349797,0.000003488465,0.00001959036,0.00001838968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002202976,"about_ca_system_score_gemma":0.00006799836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002470195,"about_ca_topic_score_gemma":0.002071552,"domain_scores_codex":[0.9995587,0.00008620332,0.00009784161,0.00005401302,0.0001315249,0.00007166569],"domain_scores_gemma":[0.9996616,0.0001255504,0.00003386791,0.00007483752,0.0000902083,0.00001400014],"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":[0.00002811182,0.0002246629,0.02047197,0.000007821532,0.000002835362,2.900207e-8,0.07163279,0.00002144981,0.002699532,0.880259,0.006154726,0.01849704],"study_design_scores_gemma":[0.0004623716,0.00006749599,0.07817847,0.00002282946,0.000005240543,6.044322e-8,0.8293844,0.000282437,0.001154148,0.009386392,0.08098326,0.00007285094],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561223,0.00002921122,0.0002604533,0.03299835,0.0006409087,0.0005030445,5.355348e-7,0.000007138898,0.009438089],"genre_scores_gemma":[0.9952165,0.00003597676,0.0001543494,0.0005405041,0.000071526,0.00004198064,0.000001917523,0.000001303354,0.003935874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8708726,"threshold_uncertainty_score":0.2151116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05118806121390624,"score_gpt":0.3647501934761339,"score_spread":0.3135621322622276,"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."}}