{"id":"W2588760205","doi":"10.1002/sys.21373","title":"Applying Composable Architectures to the Design and Development of a Product Line of Complex Systems","year":2016,"lang":"en","type":"article","venue":"Systems Engineering","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Systems Modeling Language; Computer science; Product (mathematics); Systems engineering; Software engineering; New product development; Constraint (computer-aided design); Variation (astronomy); Theoretical computer science; Industrial engineering; Programming language; Unified Modeling Language; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002784227,0.0007250223,0.0003640399,0.0007333754,0.0005310053,0.002066253,0.001270759,0.0007000524,0.002152528],"category_scores_gemma":[0.003648401,0.00055747,0.0007088691,0.0004893339,0.001646399,0.001452877,0.001106335,0.001248448,0.0003545255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119611,"about_ca_system_score_gemma":0.001262875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956005,"about_ca_topic_score_gemma":0.003645143,"domain_scores_codex":[0.9982871,0.0006442469,0.0001343807,0.000213463,0.0006277761,0.00009298103],"domain_scores_gemma":[0.9973889,0.001160104,0.0003130356,0.0006423797,0.0004041235,0.00009146114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007281177,0.0001309762,0.001661824,0.0003366384,0.0001121462,0.0007481886,0.0008466298,0.5827844,0.05359959,0.2195017,0.0007592721,0.1394458],"study_design_scores_gemma":[0.0000418479,0.0001933122,0.0003739401,0.00008928897,0.00007240046,0.0001764591,0.000105007,0.8563923,0.04198249,0.07575492,0.02478556,0.00003248644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0158027,0.00008996097,0.9811314,0.0001152493,0.00001470241,0.00008627074,0.00001481987,0.0004733224,0.002271533],"genre_scores_gemma":[0.196598,0.0002554348,0.8008913,0.00005240655,0.0000109861,0.0001226702,0.00006283162,0.0001569423,0.001849429],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002956005,"threshold_uncertainty_score":0.01472455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744637007662822,"score_gpt":0.2694084660643777,"score_spread":0.1919620959877495,"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."}}