{"id":"W1985987085","doi":"","title":"Beyond mere logic a vision of modeling languages for the 21st century","year":2015,"lang":"en","type":"article","venue":"International Conference on Model-Driven Engineering and Software Development","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Software; Theoretical computer science; Metric (unit); Mars Exploration Program; Field (mathematics); Programming language; Data science; Mathematics; Engineering","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":[0.0001894611,0.0001276533,0.0001315753,0.00007147258,0.00005704331,0.00009682502,0.0005035446,0.00004465639,9.935234e-7],"category_scores_gemma":[0.00005435657,0.00009481213,0.00003367791,0.0000566873,0.00001140636,0.0001016902,0.0001346248,0.00008376333,0.00000202563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004360727,"about_ca_system_score_gemma":0.0001143522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008099479,"about_ca_topic_score_gemma":0.000002012155,"domain_scores_codex":[0.9991105,0.00001065836,0.0002244929,0.0002208949,0.0002909279,0.000142505],"domain_scores_gemma":[0.9993475,0.00007942406,0.0000640935,0.0001501054,0.0002916939,0.00006717849],"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":[0.0000074262,0.00001853419,0.00002908597,0.00001625107,0.000033608,9.927235e-7,0.001376634,0.8563176,0.00004542121,0.129656,0.00003667828,0.01246177],"study_design_scores_gemma":[0.0002541954,0.00003551231,0.00003292094,0.0001138614,0.000002798268,0.000004545613,0.0001220675,0.9972348,0.00004442332,0.0006510788,0.001382917,0.0001208699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007346627,0.0001887097,0.9912259,0.0002764151,0.0003410393,0.0001317116,0.00001596674,0.00009411251,0.0003795327],"genre_scores_gemma":[0.8632344,0.00004277239,0.1365476,0.00004241664,0.00002934466,0.000024152,0.00002552394,0.000006049732,0.00004771923],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8558878,"threshold_uncertainty_score":0.3866327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340232384785299,"score_gpt":0.2798874588060916,"score_spread":0.2364851349582386,"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."}}