{"id":"W2160841184","doi":"10.5555/2664446.2664451","title":"A linked data platform for mining software repositories","year":2012,"lang":"en","type":"article","venue":"Mining Software Repositories","topic":"Software Engineering Research","field":"Computer Science","cited_by":41,"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; Database; Software engineering; Software development; Data science; Software construction; Operating system","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":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001509326,0.0005873148,0.0006268432,0.0003021492,0.001009405,0.001081342,0.003580247,0.000372096,0.000004424904],"category_scores_gemma":[0.01473544,0.0005876362,0.000173095,0.0009166464,0.0001668136,0.00390039,0.002335913,0.0004075508,0.0000168813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806435,"about_ca_system_score_gemma":0.0004399906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006556195,"about_ca_topic_score_gemma":0.000007278044,"domain_scores_codex":[0.9949946,0.00007463923,0.0008570282,0.00126623,0.001145837,0.001661693],"domain_scores_gemma":[0.9884138,0.006415865,0.0003369571,0.003755869,0.0005582807,0.0005191916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001153149,0.0002707797,0.8696361,0.0008073658,0.0004549999,0.0001303561,0.02587524,0.0001621418,0.0005960972,0.001226343,0.03575748,0.06496774],"study_design_scores_gemma":[0.006357281,0.002721503,0.2528526,0.003050306,0.0006995081,0.003989129,0.00604422,0.01352866,0.04101646,0.00137192,0.6585188,0.009849642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1377569,0.003469484,0.8421883,0.0001509048,0.01183708,0.0006771389,0.00007089203,0.0037847,0.00006455756],"genre_scores_gemma":[0.2511742,0.00001324334,0.7436891,0.0000510337,0.003482808,0.0002513196,0.0001490745,0.0001207803,0.001068557],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6227613,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717894938690845,"score_gpt":0.3065874026592379,"score_spread":0.2494084532723294,"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."}}