{"id":"W2986923806","doi":"10.1145/3356773.3356777","title":"SEGarage","year":2019,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.002911404,0.00228524,0.001926235,0.008922395,0.002467438,0.01049228,0.003491737,0.001828987,0.293748],"category_scores_gemma":[0.01270412,0.001164665,0.001459078,0.008013613,0.001122502,0.007516088,0.006482346,0.002364887,0.3746605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152145,"about_ca_system_score_gemma":0.003484802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004938456,"about_ca_topic_score_gemma":0.005010223,"domain_scores_codex":[0.9975273,0.0003782448,0.0001839365,0.0005474838,0.001124195,0.0002387844],"domain_scores_gemma":[0.9921933,0.001216682,0.0004029603,0.00300104,0.002370332,0.0008157687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004425501,0.00006146875,0.0009399214,0.0007979116,0.00004363391,0.0002508362,0.0005875952,0.0003299404,0.001751903,0.009688208,0.8347793,0.1503267],"study_design_scores_gemma":[0.00002367594,0.00001817248,0.0004504485,0.0001653083,0.00001595604,0.0001662993,0.0001054712,0.0003146561,0.0009986075,0.00290331,0.9948118,0.00002640852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.007693746,0.006813708,0.04429726,0.003510075,0.002690349,0.0003417879,0.1843292,0.2999318,0.4503922],"genre_scores_gemma":[0.03164803,0.006258191,0.06697492,0.001815906,0.0008687026,0.0008708382,0.4254286,0.149249,0.3168859],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.293748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264794275704325,"score_gpt":0.3214378711156683,"score_spread":0.258789928358625,"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."}}