{"id":"W166871027","doi":"","title":"Proceedings of the 13th international conference on Model driven engineering languages and systems: Part I","year":2010,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Software engineering; Computer science; Programming language; 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":[0.00009914167,0.00008299174,0.00008306265,0.00005239771,0.00001741496,0.00007533133,0.0006249221,0.00004528324,0.000002647143],"category_scores_gemma":[0.0000114754,0.00005841161,0.00001960655,0.00006491016,0.00002080699,0.0001805755,0.0002122701,0.0001509604,7.308584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048109,"about_ca_system_score_gemma":0.00001457417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001000551,"about_ca_topic_score_gemma":0.000001210883,"domain_scores_codex":[0.9994524,0.000001631709,0.0001114302,0.0001615678,0.0001804987,0.00009244122],"domain_scores_gemma":[0.9996366,0.00001345892,0.00004340317,0.0001738849,0.0001003974,0.00003224003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.333381e-7,0.000007873521,0.0003916564,0.0000165825,0.00000562777,2.100673e-7,0.0001889818,0.004203142,0.0173439,0.9769321,0.0002825063,0.0006269963],"study_design_scores_gemma":[0.00004384557,0.00001123257,0.0003063558,0.00005924322,0.000001338329,0.000006861594,0.000004765926,0.991586,0.00670317,0.0002218538,0.0009838985,0.00007141658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08939455,0.000003783165,0.9077969,0.0002298059,0.0001962411,0.0001065278,0.000002576262,0.00030075,0.001968854],"genre_scores_gemma":[0.825976,0.000004136844,0.1737256,0.00001864087,0.00002566915,0.00001688105,2.162518e-7,0.000005599063,0.0002273292],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9873829,"threshold_uncertainty_score":0.2381956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138245880555818,"score_gpt":0.239969867094934,"score_spread":0.2261452790393522,"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."}}