{"id":"W3004644149","doi":"","title":"Application of concurrency to system design, the sixth special issue","year":2008,"lang":"en","type":"article","venue":"TU/e Research Portal","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Concurrency; Computer science; 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":[0.0004329815,0.00007210913,0.000105368,0.00009408066,0.0001197514,0.00001465768,0.0002062113,0.00004177971,0.0001806919],"category_scores_gemma":[0.00003794707,0.00005511996,0.0000225227,0.0002644063,0.00005238126,0.00005633841,0.00003211431,0.0001535198,0.0001290832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075051,"about_ca_system_score_gemma":0.00003974928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648922,"about_ca_topic_score_gemma":0.000005599704,"domain_scores_codex":[0.9990236,0.00004197655,0.0001825136,0.0001207285,0.0004068539,0.0002243102],"domain_scores_gemma":[0.9994964,0.00006593558,0.00002078005,0.0002109498,0.0001323436,0.00007357199],"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":[0.0001008781,0.0001229271,0.001343471,0.001522946,0.000100885,0.00006966624,0.005922108,0.7409338,0.003306066,0.008198524,0.1771306,0.06124813],"study_design_scores_gemma":[0.001254438,0.0005754624,0.0185929,0.0003054709,0.00003408171,0.0001431624,0.002230477,0.5371606,0.2297733,0.0003067106,0.2086525,0.0009710082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1366013,0.000677878,0.7069358,0.0003607212,0.0007954002,0.003481924,0.00004431535,0.0005933756,0.1505093],"genre_scores_gemma":[0.9981461,0.00005552094,0.0005594207,0.000003033556,0.0008128904,0.00008656163,0.000008761096,0.00001641965,0.0003112565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8615448,"threshold_uncertainty_score":0.2247727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771691246663364,"score_gpt":0.3104262605045131,"score_spread":0.2627093480378795,"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."}}