{"id":"W1980348251","doi":"10.1017/s0269888912000434","title":"itSIMPLE: towards an integrated design system for real planning applications","year":2013,"lang":"en","type":"article","venue":"The Knowledge Engineering Review","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Computer science; Unified Modeling Language; Process (computing); Software engineering; Domain (mathematical analysis); Systems engineering; Engineering design process; Petri net; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160457,0.0002018506,0.0002898724,0.00005793382,0.0001938411,0.0001387111,0.001039969,0.00005264959,0.000006387595],"category_scores_gemma":[0.00007792738,0.0001383905,0.00007229078,0.0004940775,0.00001179814,0.0002560556,0.00007970377,0.0001784805,0.0001229036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606931,"about_ca_system_score_gemma":0.0001042233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495241,"about_ca_topic_score_gemma":3.354071e-7,"domain_scores_codex":[0.99887,0.0001081786,0.000320918,0.0002844939,0.00009548371,0.0003209159],"domain_scores_gemma":[0.998553,0.0004022063,0.0000869967,0.0006632182,0.0001789166,0.0001156485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003572095,0.00006745016,0.00002094126,0.0124945,0.0001133831,0.000003007938,0.002151394,0.02636285,0.0006815848,0.04911057,0.02417465,0.8848161],"study_design_scores_gemma":[0.0001263511,0.00007775052,0.00007320529,0.004951981,0.00005096434,0.00003103347,0.00002867931,0.8623099,0.0002155368,0.0001220751,0.1316842,0.000328373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00002837311,0.04230903,0.9546093,0.0002277601,0.0001697872,0.001432692,0.000003701297,0.0006813803,0.0005379967],"genre_scores_gemma":[0.1690551,0.004328852,0.8115993,0.0004257195,0.001039858,0.01212051,0.0001285701,0.0001876392,0.001114512],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8844877,"threshold_uncertainty_score":0.56434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216769480283818,"score_gpt":0.2901462978541217,"score_spread":0.2479786030512835,"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."}}