{"id":"W1506027969","doi":"10.1002/0470871822.ch18","title":"Governing Software Evolution through Policy‐oriented Feedback","year":2006,"lang":"en","type":"other","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Western University","funders":"","keywords":"Software evolution; Computer science; Software; Software engineering; Programming language; Software development; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001122279,0.0003862941,0.0003282759,0.0003944004,0.0001498029,0.0002096527,0.001262502,0.0003860825,0.0004135578],"category_scores_gemma":[0.000177187,0.0003821252,0.0001148208,0.00206513,0.00008519722,0.0004311266,0.0005482465,0.0003145056,0.001821305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388074,"about_ca_system_score_gemma":0.0003659773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301812,"about_ca_topic_score_gemma":0.0005808778,"domain_scores_codex":[0.9977384,0.0000545348,0.0003631305,0.0007351416,0.0006115389,0.0004972111],"domain_scores_gemma":[0.9981029,0.00006658609,0.0003885484,0.001243164,0.0001399934,0.00005879082],"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":[4.347264e-7,0.00003351386,0.0004366401,0.00001713468,0.00002155036,0.000003905834,0.00005418322,0.00002206586,0.000002252144,0.1813115,0.8160263,0.002070609],"study_design_scores_gemma":[0.0002468631,0.00002141959,0.0005463389,0.0001445664,0.000008114106,0.00001174919,0.0000127932,0.0002101305,0.000009709974,0.00278717,0.9955412,0.0004599128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000001040136,0.0001005355,0.5359036,0.0003465843,0.0003849395,0.0001879667,0.00003753318,0.001775057,0.4612628],"genre_scores_gemma":[0.00009517663,0.000003753145,0.3361277,0.0004657096,0.0006039243,0.00002016058,0.0000922457,0.0002336999,0.6623576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2010948,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009709847218331256,"score_gpt":0.248264881164724,"score_spread":0.2385550339463928,"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."}}