{"id":"W128960431","doi":"","title":"Towards Design and Architectural Evaluation of Product Variants: A Case Study on an Open Source Software System.","year":2009,"lang":"en","type":"article","venue":"Software Engineering and Knowledge Engineering","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Open source software; Computer science; Software engineering; Open source; Software; Product (mathematics); Architectural pattern; Software system; Systems engineering; Software construction; Engineering; Programming language","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":[0.006791917,0.0005560531,0.0002770075,0.001540775,0.001184804,0.002955928,0.0015887,0.001388155,0.001249566],"category_scores_gemma":[0.02702483,0.000453526,0.0004864976,0.00127658,0.001621939,0.002492091,0.001498009,0.0008908241,0.0003406381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592977,"about_ca_system_score_gemma":0.002377857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006188202,"about_ca_topic_score_gemma":0.01243716,"domain_scores_codex":[0.9929419,0.003927022,0.0003528391,0.000398546,0.002032524,0.0003472272],"domain_scores_gemma":[0.9813162,0.009947469,0.001238724,0.002894234,0.004063974,0.0005394568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.000847983,0.001757528,0.05002593,0.001273495,0.0001474015,0.004273373,0.04150728,0.06840022,0.1213908,0.0333031,0.004206557,0.6728663],"study_design_scores_gemma":[0.0004054673,0.005568649,0.09853587,0.001175994,0.0007140447,0.007640436,0.06265599,0.4804694,0.1972676,0.03682557,0.1082603,0.0004806242],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8614411,0.0004959168,0.1267968,0.0004301884,0.00002726758,0.0007191828,0.0001371491,0.0005204501,0.009431907],"genre_scores_gemma":[0.8078276,0.0002312497,0.1888076,0.00003657067,0.00000551694,0.0001067097,0.0002114038,0.0001852906,0.002588089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006791917,"threshold_uncertainty_score":0.03591955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268809938003808,"score_gpt":0.2526994893214886,"score_spread":0.2258184955211078,"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."}}