{"id":"W2895753055","doi":"10.1145/3270112.3270135","title":"Simgen","year":2018,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Scripting language; Computer science; Digital subscriber line; Protocol (science); Domain (mathematical analysis); Domain-specific language; Communications protocol; Interface (matter); Embedded system; Software engineering; Human–computer interaction; Programming language; Operating system; Computer network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001213942,0.001377775,0.0007905395,0.001388259,0.0005785429,0.002031322,0.002833009,0.001137388,0.1388108],"category_scores_gemma":[0.002494766,0.0008953763,0.001062886,0.001032522,0.0005009355,0.002830428,0.003261177,0.001423312,0.07970515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858661,"about_ca_system_score_gemma":0.001098544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008547634,"about_ca_topic_score_gemma":0.0009619051,"domain_scores_codex":[0.9989889,0.0001599769,0.00006772426,0.0001807534,0.0004637821,0.0001387838],"domain_scores_gemma":[0.9992418,0.0001945395,0.00004715008,0.0002283181,0.0001964823,0.00009176608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001163243,0.0002064629,0.002763303,0.001765521,0.0001818009,0.0006866154,0.0004941793,0.01770969,0.01846244,0.08133081,0.4710334,0.4042025],"study_design_scores_gemma":[0.00008911981,0.00007470138,0.0003734834,0.00008537912,0.00002540304,0.0004038395,0.00003843413,0.01438809,0.009784883,0.01037862,0.9643138,0.00004432626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007587399,0.004186619,0.3813986,0.0008720791,0.0009061683,0.0005385379,0.01539761,0.3419888,0.2471242],"genre_scores_gemma":[0.1393525,0.007909622,0.357365,0.003252134,0.0005900181,0.001665638,0.1149461,0.1356431,0.2392761],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8611892,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00443396420054814,"score_gpt":0.1891233077228473,"score_spread":0.1846893435222992,"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."}}