{"id":"W4254148680","doi":"10.1109/msr.2015.28","title":"Recommending Posts concerning API Issues in Developer Q&amp;amp;amp;A Sites","year":2015,"lang":"en","type":"article","venue":"","topic":"Expert finding and Q&A systems","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Popularity; Usability; Reputation; World Wide Web; Baseline (sea); Android (operating system); Recommender system; Social media; Data science; Software engineering; 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":[0.005562371,0.0008900643,0.0005896076,0.009676128,0.001629068,0.003004758,0.0009206144,0.001314615,0.005204611],"category_scores_gemma":[0.04699488,0.0005900318,0.0005065625,0.004677436,0.0004804321,0.00451848,0.001065674,0.001377873,0.002831255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073289,"about_ca_system_score_gemma":0.002210682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007266884,"about_ca_topic_score_gemma":0.02589087,"domain_scores_codex":[0.9963073,0.001129848,0.0003049621,0.0005805395,0.001480493,0.0001969705],"domain_scores_gemma":[0.943219,0.03774309,0.006113291,0.002741028,0.008423739,0.001759846],"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":[0.000682407,0.0008035545,0.2234704,0.002035886,0.0003468344,0.001082244,0.01533541,0.003717108,0.0198992,0.005548594,0.07947601,0.6476023],"study_design_scores_gemma":[0.0001801919,0.001876805,0.3981951,0.001242616,0.000809563,0.001545518,0.02117566,0.1973216,0.02764129,0.01655622,0.3329913,0.0004642108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7648659,0.003601236,0.1600523,0.007894359,0.001099807,0.002147231,0.009845191,0.005071718,0.04542224],"genre_scores_gemma":[0.8106691,0.001613393,0.1552633,0.0006609405,0.0008898415,0.0007248361,0.009484276,0.000565476,0.02012868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009676128,"threshold_uncertainty_score":0.02941698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157953277824325,"score_gpt":0.3502301722673784,"score_spread":0.1922768944430534,"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."}}