{"id":"W2168189845","doi":"10.1145/2556288.2557118","title":"TaggedComments","year":2014,"lang":"en","type":"article","venue":"","topic":"Expert finding and Q&A systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Manitoba","funders":"","keywords":"Computer science; Visibility; World Wide Web; Screen reader; Multimedia; Information retrieval; Web page; Human–computer interaction","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":[0.002043172,0.001298738,0.0005139122,0.002091666,0.0009133422,0.00190545,0.001607456,0.001221676,0.08120395],"category_scores_gemma":[0.01230224,0.0005233996,0.0006022425,0.001437574,0.0004485789,0.003121609,0.002647607,0.0008379922,0.03027693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006098932,"about_ca_system_score_gemma":0.001041251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495626,"about_ca_topic_score_gemma":0.005464243,"domain_scores_codex":[0.9983855,0.0004579602,0.0001275187,0.0003011124,0.0005753717,0.0001525802],"domain_scores_gemma":[0.9852828,0.005465196,0.001088088,0.003626291,0.003430428,0.001107277],"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":[0.002856507,0.0003576677,0.004776982,0.002139313,0.00008227251,0.0007834208,0.003574457,0.001133543,0.05332977,0.01188614,0.4442912,0.4747888],"study_design_scores_gemma":[0.000200946,0.0006533229,0.008385332,0.0002777393,0.00008992426,0.0005489519,0.0009362722,0.009108271,0.04981719,0.005102545,0.924668,0.0002115417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.1027644,0.00115302,0.3433937,0.00193631,0.001866699,0.002637448,0.04644237,0.3450859,0.1547201],"genre_scores_gemma":[0.3268238,0.0009778081,0.2639792,0.002003089,0.0008552101,0.002453677,0.05165337,0.03264592,0.3186079],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.08120395,"threshold_uncertainty_score":0.2716543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008178714451023479,"score_gpt":0.2159156634424189,"score_spread":0.2077369489913954,"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."}}