{"id":"W2901653907","doi":"10.1109/icsme.2018.00082","title":"Replication Package for \"Threats of Aggregating Software Repository Data\"","year":2018,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Artifact (error); Replication (statistics); Software; Information repository; Open source software; Database; World Wide Web; Operating system; Computer data storage","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02124754,0.001839426,0.00127991,0.007569096,0.002262683,0.003534482,0.004060377,0.002422938,0.09497812],"category_scores_gemma":[0.1575572,0.001583227,0.003128103,0.006818415,0.001574791,0.00341757,0.004881434,0.004181747,0.03721469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312951,"about_ca_system_score_gemma":0.007621938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008623444,"about_ca_topic_score_gemma":0.007702696,"domain_scores_codex":[0.9832766,0.006886433,0.001995806,0.001927193,0.005230294,0.000683705],"domain_scores_gemma":[0.782425,0.1026132,0.009679397,0.07604929,0.0270832,0.002149844],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008302624,0.0002191822,0.006268139,0.002171143,0.0004603836,0.0002650258,0.001055735,0.002806123,0.001469645,0.012755,0.9307384,0.04096089],"study_design_scores_gemma":[0.001183364,0.0005604615,0.02216171,0.00150488,0.0004254208,0.0006206541,0.0007030304,0.01267161,0.005684381,0.02934987,0.9247638,0.0003707891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009864432,0.0003095148,0.163239,0.003270086,0.003100761,0.003768615,0.6320623,0.1492522,0.0351331],"genre_scores_gemma":[0.1032511,0.000539948,0.2446082,0.002486904,0.00134273,0.02162715,0.5529364,0.05202655,0.02118103],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9787524,"threshold_uncertainty_score":0.3177335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3218024546108997,"score_gpt":0.4604760400100057,"score_spread":0.138673585399106,"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."}}