{"id":"W3146268108","doi":"10.1109/msr.2012.6224296","title":"A Linked Data platform for mining software repositories","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Software versioning; Software; World Wide Web; Cloud computing; Software mining; BitTorrent tracker; Software engineering; Database; Software development; Data science; Software construction","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":[0.007342479,0.001709123,0.001403861,0.01979443,0.002580524,0.005626353,0.003922849,0.002228001,0.007697618],"category_scores_gemma":[0.03059678,0.001617538,0.002459463,0.02160195,0.000806864,0.009088364,0.00850551,0.003006463,0.006761849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122417,"about_ca_system_score_gemma":0.005028085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025791,"about_ca_topic_score_gemma":0.01056937,"domain_scores_codex":[0.9922602,0.001242904,0.001605018,0.001602502,0.002978701,0.0003106826],"domain_scores_gemma":[0.9813904,0.004865831,0.00238151,0.007070307,0.003116186,0.001175897],"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":[0.001398002,0.001016479,0.02840106,0.005185725,0.001448416,0.001702933,0.002826418,0.03308338,0.01458326,0.122379,0.3089912,0.4789842],"study_design_scores_gemma":[0.0004939862,0.0003293502,0.01763667,0.001007233,0.0003736221,0.0008904072,0.0009585638,0.1382648,0.01949439,0.1492795,0.6708004,0.0004709066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01138083,0.0009543773,0.584897,0.001317586,0.0002516881,0.003188681,0.2774068,0.110569,0.01003409],"genre_scores_gemma":[0.03379808,0.0008042714,0.4657043,0.00039729,0.0000978983,0.003202811,0.4883742,0.003690809,0.003930292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979443,"threshold_uncertainty_score":0.03883117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885113870139768,"score_gpt":0.3235739738579704,"score_spread":0.2350625868439936,"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."}}