{"id":"W2142061599","doi":"10.1109/siit.2007.4629319","title":"Antecedents to certification of software development processes","year":2007,"lang":"en","type":"article","venue":"","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Certification; Rigour; Software quality; Software development; Quality (philosophy); Team software process; Software; Process management; Computer science; Software development process; Engineering management; Knowledge management; Engineering; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653128,0.00009762391,0.0001042265,0.0002988898,0.00008638141,0.00006841665,0.000185606,0.00002553905,0.0001467861],"category_scores_gemma":[0.0001903617,0.00008531854,0.00001963059,0.0005830335,0.00001097285,0.0002277426,0.0001193246,0.00002890498,0.0003496344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328799,"about_ca_system_score_gemma":0.00001512046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079794,"about_ca_topic_score_gemma":0.0002576821,"domain_scores_codex":[0.9990662,0.000001322513,0.0002825882,0.0001853523,0.0002592478,0.0002052943],"domain_scores_gemma":[0.9994947,0.00002445819,0.00009613404,0.0001523209,0.0002201862,0.00001216715],"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":[0.0001912549,0.0006877679,0.6782677,0.003652141,0.0001098291,0.00001388437,0.001710522,0.00116509,0.002502418,0.004882497,0.03799761,0.2688193],"study_design_scores_gemma":[0.000503235,0.00001580882,0.2613273,0.0002131128,0.00003624239,6.004794e-7,0.002217447,0.0002218822,0.01587536,0.0004746171,0.7185808,0.0005335396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.437447,0.00002613091,0.5211915,0.001167569,0.0002924149,0.0004999629,4.635704e-7,0.000334522,0.03904043],"genre_scores_gemma":[0.9881285,6.901008e-7,0.008023106,0.001087056,0.000151658,0.00001000544,0.00001381145,0.00001353442,0.002571618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6805832,"threshold_uncertainty_score":0.449396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249217512882353,"score_gpt":0.2368221371313129,"score_spread":0.2143299620024894,"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."}}