{"id":"W2138466309","doi":"10.1109/rams.2004.1285520","title":"Lessons learned from development and implementation of a strategic life cycle model","year":2004,"lang":"en","type":"article","venue":"","topic":"Technology Assessment and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Outsourcing; Process (computing); Computer science; Process management; Quality (philosophy); Risk analysis (engineering); Paradigm shift; Quality management; Systems engineering; Operations management; Engineering; Business; Management system","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":[],"consensus_categories":[],"category_scores_codex":[0.0000298377,0.00005896532,0.00006860451,0.00004780855,0.00001925748,0.000007854324,0.00004394699,0.00003174454,0.00003799432],"category_scores_gemma":[4.357006e-7,0.00005850402,0.000008126252,0.00004142073,0.00001028437,0.00005669111,0.00002735542,0.00003658409,0.000003872321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600347,"about_ca_system_score_gemma":0.00002560462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007829953,"about_ca_topic_score_gemma":0.0003720598,"domain_scores_codex":[0.9996664,0.000001485587,0.0001142571,0.00008030585,0.00005136945,0.00008621336],"domain_scores_gemma":[0.999887,0.000003014485,0.00001435011,0.00006848482,0.000005536814,0.00002164639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005729714,0.00006566438,0.0006945578,0.00007642061,0.0002874806,0.000002918682,0.00189571,0.3607463,0.01555153,0.5199368,0.000159178,0.1005777],"study_design_scores_gemma":[0.006185719,0.0001057933,0.03677955,0.00005493696,0.0001198737,7.444305e-7,0.02093592,0.2494024,0.2269194,0.4578362,0.0007916871,0.0008677306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202282,0.00004588338,0.0766343,0.0004478025,0.00001807233,0.00007525589,0.000002807613,0.0001858097,0.00236181],"genre_scores_gemma":[0.9702408,0.00005211073,0.02963048,0.00002062622,0.00000284963,0.00001467844,0.00001111088,0.0000066738,0.00002063729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113679,"threshold_uncertainty_score":0.2385725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06413841289696925,"score_gpt":0.3073280995658498,"score_spread":0.2431896866688806,"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."}}