{"id":"W2036661337","doi":"10.1145/1159733.1159766","title":"A family of empirical studies to compare informal and optimization-based planning of software releases","year":2006,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Software release life cycle; Replication (statistics); Computer science; Empirical research; Software; Process (computing); Operations research; Process management; Management science; Software quality; Software development; Engineering; Mathematics; Statistics","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":[0.04764878,0.001343656,0.001298555,0.002652532,0.001395328,0.001602963,0.002751699,0.001998567,0.003088448],"category_scores_gemma":[0.3688747,0.0008429893,0.001610591,0.003344545,0.002733749,0.004641758,0.001987977,0.003027711,0.000503272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197537,"about_ca_system_score_gemma":0.00187901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344734,"about_ca_topic_score_gemma":0.001972941,"domain_scores_codex":[0.9319001,0.04521143,0.006714887,0.006281324,0.008760705,0.001131453],"domain_scores_gemma":[0.2578977,0.624998,0.03350353,0.06190676,0.0201279,0.001566092],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01419914,0.03559669,0.1367243,0.01502116,0.005851297,0.0008196455,0.019973,0.05045743,0.02352519,0.03170868,0.007922469,0.658201],"study_design_scores_gemma":[0.008931097,0.1362335,0.4466331,0.006523396,0.005360971,0.003298036,0.02430928,0.1315431,0.08457751,0.07594328,0.07489022,0.001756538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223356,0.003554064,0.2492522,0.00102071,0.0005110335,0.007372144,0.001339109,0.0007680789,0.013847],"genre_scores_gemma":[0.8978983,0.001195502,0.09115797,0.0006422719,0.0002204777,0.00670207,0.0008440782,0.0001689362,0.001170486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9523512,"threshold_uncertainty_score":0.2519938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905786676383975,"score_gpt":0.3370227824860906,"score_spread":0.2879649157222509,"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."}}