{"id":"W2126948215","doi":"10.1177/1461444809105351","title":"Wikipedia leeches? The promotion of traffic through a collaborative web format","year":2009,"lang":"en","type":"article","venue":"New Media & Society","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"World Wide Web; Computer science; Hyperlink; Web page; Promotion (chess); Web content; Information retrieval; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006611625,0.0001018786,0.0001400652,0.00001268174,0.0004344898,0.00007844263,0.0002451034,0.0001518232,0.0001625518],"category_scores_gemma":[0.00036355,0.0000777375,0.0001020495,0.00118171,0.0002645978,0.0005433685,0.000009276671,0.00015687,0.00001984554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642656,"about_ca_system_score_gemma":0.002010701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005025504,"about_ca_topic_score_gemma":0.001414419,"domain_scores_codex":[0.9986477,0.0001779203,0.0002398551,0.0001519273,0.0005564137,0.0002261904],"domain_scores_gemma":[0.9989615,0.000180431,0.0001962412,0.0001723895,0.0004022108,0.00008722429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008902139,0.0001413952,0.00005254967,0.000005032929,0.00001453059,8.810263e-8,0.7110367,0.00002888365,0.0003513927,0.01565464,0.2550672,0.01763867],"study_design_scores_gemma":[0.0009144795,0.0001734901,0.002757771,0.0000382524,0.00006144338,5.608226e-7,0.4618883,0.0003863775,0.0009662412,0.007469587,0.5250845,0.000259006],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776324,0.0009405053,0.0002677468,0.08875207,0.001894307,0.001149434,0.00002106818,0.0001912867,0.02915118],"genre_scores_gemma":[0.9931331,0.001266566,0.002397184,0.001238252,0.001141042,0.00002165645,0.0000171702,0.000006363075,0.0007786991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700173,"threshold_uncertainty_score":0.3566898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340408572690843,"score_gpt":0.3315065469236293,"score_spread":0.2981024611967208,"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."}}