{"id":"W2156602151","doi":"10.1109/esc.2007.11","title":"Valuating Software Service Development: Integrating COCOMO II and Real Options Theory","year":2007,"lang":"en","type":"article","venue":"","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; COCOMO; Software engineering; Web service; Software development; Service (business); Business Process Execution Language; Service-oriented architecture; Process management; Software; World Wide Web; Software construction; Engineering; Programming language; Business","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":[0.001334011,0.0001141328,0.0002033655,0.000194671,0.0004314485,0.00006076083,0.0000940884,0.00006347273,0.0004846757],"category_scores_gemma":[0.00008260913,0.0001098104,0.00004927381,0.0002901469,0.00002987604,0.0001765687,0.0001091619,0.00009405823,0.0001411743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005832504,"about_ca_system_score_gemma":0.00001391829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005164872,"about_ca_topic_score_gemma":0.001158641,"domain_scores_codex":[0.9990159,0.00000916,0.0004778233,0.0002507174,0.00003045047,0.0002158964],"domain_scores_gemma":[0.9994786,0.0001138468,0.0001601349,0.0001302899,0.00003991663,0.00007718807],"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":[0.000003898703,0.00003146751,0.0282464,0.00001092473,0.00005891826,0.000001015679,0.003250886,0.000009033147,0.00002835093,0.9636042,0.00006210496,0.004692808],"study_design_scores_gemma":[0.001484008,0.0001349146,0.205576,0.00009779899,0.00008169387,0.0000130811,0.01207727,0.01439854,0.001331937,0.7465184,0.01684215,0.001444284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363776,0.005223718,0.02034958,0.000207598,0.0001023131,0.0001309143,0.000009975376,0.0001009593,0.03749727],"genre_scores_gemma":[0.8793592,0.001147429,0.1090896,0.0009615007,0.0001060665,0.00001572302,0.00006396761,0.00002895944,0.009227572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170858,"threshold_uncertainty_score":0.5306859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03647042923981975,"score_gpt":0.2447803096525114,"score_spread":0.2083098804126916,"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."}}