{"id":"W1525307906","doi":"10.1109/syscon.2015.7116805","title":"Recommended practice: Systems of systems considerations in the development of systems","year":2015,"lang":"en","type":"article","venue":"","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Government (linguistics); Key (lock); Engineering management; Modernization theory; Process management; Computer science; Best practice; System of systems; Information system; Knowledge management; Engineering; Systems engineering; Management science; Systems design; Political science; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569692,0.0001346109,0.000352859,0.0001186524,0.00003063634,0.00004598672,0.0001773348,0.00009043299,0.000001737521],"category_scores_gemma":[0.0004699268,0.00009820621,0.00002758138,0.0002751055,0.00001650364,0.00009994097,0.0000211003,0.0001151741,0.000007289822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009910172,"about_ca_system_score_gemma":0.00008317328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003525915,"about_ca_topic_score_gemma":0.00002234559,"domain_scores_codex":[0.9982936,0.0002559372,0.0009134579,0.0001166323,0.000250888,0.0001694398],"domain_scores_gemma":[0.9979212,0.001291426,0.000149287,0.0004025625,0.000195419,0.00004008333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002992714,0.00005461477,0.0001842698,0.0007400421,0.0001039034,0.000001702917,0.003946442,0.9151564,0.001736084,0.07017054,0.007814532,0.00008849933],"study_design_scores_gemma":[0.002320468,0.0001653386,0.001335361,0.001386661,0.0001450627,0.0005388377,0.2620119,0.543002,0.004714359,0.0002548826,0.1829377,0.001187334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1056857,0.01479593,0.7980681,0.0004807666,0.006135446,0.004860838,0.00005928395,0.0008135693,0.06910032],"genre_scores_gemma":[0.9837131,0.00001540156,0.01571767,0.000004681366,0.00005558817,0.0003977553,0.000006364967,0.00001851106,0.00007090847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8780274,"threshold_uncertainty_score":0.4004733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742646465796689,"score_gpt":0.3340089001188182,"score_spread":0.1597442535391493,"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."}}