{"id":"W110870703","doi":"","title":"Enhancing Technical Q&A Forums with CiteHistory.","year":2013,"lang":"en","type":"article","venue":"International Conference on Weblogs and Social Media","topic":"Expert finding and Q&A systems","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"World Wide Web; Plug-in; Inclusion (mineral); Software deployment; Computer science; Software; Process (computing); Ask price; Web browser; The Internet; Software engineering; Psychology","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":[0.02290314,0.001126331,0.0007923481,0.008151602,0.00204351,0.004876158,0.00218013,0.001744236,0.01370787],"category_scores_gemma":[0.1142364,0.001098683,0.0006895001,0.004211911,0.001185168,0.012464,0.007320616,0.001868233,0.005373664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008832159,"about_ca_system_score_gemma":0.002313569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009502341,"about_ca_topic_score_gemma":0.002590213,"domain_scores_codex":[0.9919767,0.003707469,0.0007680654,0.000985119,0.002148228,0.0004145093],"domain_scores_gemma":[0.7580116,0.156281,0.01312291,0.04647288,0.01314365,0.01296799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001540487,0.005188307,0.04949628,0.002521165,0.000142239,0.001511994,0.03264064,0.0009942235,0.03368879,0.008196093,0.0744769,0.7896029],"study_design_scores_gemma":[0.00179971,0.006336721,0.1718074,0.001625188,0.000487837,0.003433385,0.01050307,0.03948572,0.04819727,0.02606968,0.6892236,0.00103029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4597847,0.001346173,0.2292553,0.004763725,0.001281176,0.005452631,0.005503909,0.2445833,0.04802908],"genre_scores_gemma":[0.5956249,0.000687196,0.3498808,0.001154952,0.001352621,0.003028107,0.008396873,0.009297332,0.03057725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290314,"threshold_uncertainty_score":0.1211249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880170343872829,"score_gpt":0.2585948235393845,"score_spread":0.2297931201006562,"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."}}