{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"78f37f8b3ffb","filters":{"venue":"Software Engineering and Advanced Applications"}},"results":[{"id":"W3097442617","doi":"","title":"Towards Design-Space Exploration of Component Chains in Vehicle Software","year":2016,"lang":"en","type":"article","venue":"Software Engineering and Advanced Applications","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Leverage (statistics); Component (thermodynamics); Computer science; Software; Component-based software engineering; Distributed computing; Software development; Software engineering; Human–computer interaction; Artificial intelligence; Operating system","authors":[{"name":"Alessio Bucaioni","is_ca":false},{"name":"Antonio Cicchetti","is_ca":false},{"name":"Federico Ciccozzi","is_ca":false},{"name":"Saad Mubeen","is_ca":false},{"name":"Alfonso Pierantonio","is_ca":true},{"name":"Mikael Sjödin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01733109553337596,"gpt":0.2365718043803321,"spread":0.2192407088469562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637066,0.0009995174,0.0008056931,0.001763082,0.0006991532,0.001986215,0.001022787,0.001223117,0.003865735],"category_scores_gemma":[0.006941606,0.0009810162,0.002190929,0.001246276,0.001537006,0.002316906,0.002541016,0.001793721,0.0005285041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036518,"about_ca_system_score_gemma":0.001865472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004903293,"about_ca_topic_score_gemma":0.007245827,"domain_scores_codex":[0.9989863,0.0005706275,0.0000401014,0.00008025226,0.0002524494,0.00007014762],"domain_scores_gemma":[0.996566,0.002719267,0.0001465317,0.000254023,0.0002287534,0.00008548893],"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":[0.00009410135,0.00008768935,0.001524203,0.0002666127,0.00005729327,0.00007937507,0.000470413,0.8903401,0.002104008,0.04899711,0.0007659679,0.05521308],"study_design_scores_gemma":[0.00001591161,0.0000291831,0.0001025318,0.000043816,0.00001113996,0.00001490118,0.00008696377,0.9145,0.0005536263,0.08263138,0.002004429,0.000006121125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08249214,0.0009520752,0.9091557,0.0005963596,0.00002253548,0.0001214146,0.0002075496,0.0006808974,0.005771284],"genre_scores_gemma":[0.4410797,0.00115125,0.5533987,0.0001340076,0.00002701389,0.0002323629,0.0007239104,0.0003506708,0.002902299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004903293,"threshold_uncertainty_score":0.01293224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}