{"id":"W1534891684","doi":"10.5220/0004699502250234","title":"A Test-Driven Approach for Developing Software Languages","year":2014,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Programming language; Domain-specific language; Java; Domain (mathematical analysis); Model transformation; Software engineering; Software; Software development; Artificial intelligence","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":[0.0002111474,0.0001435013,0.0001568306,0.0000905553,0.00006831651,0.00008714442,0.0008200393,0.00007098087,0.000001769394],"category_scores_gemma":[0.00009162303,0.0001277132,0.00005758126,0.0001714931,0.00001543395,0.0002254134,0.0002203154,0.00007306261,0.000007058977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076751,"about_ca_system_score_gemma":0.00003275049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008041592,"about_ca_topic_score_gemma":0.00000119956,"domain_scores_codex":[0.9990687,0.00001577116,0.0001497302,0.0003543364,0.0001429182,0.0002685261],"domain_scores_gemma":[0.9990971,0.0002103881,0.00003910424,0.0005150571,0.00008451006,0.00005380855],"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":[0.000001020434,0.00003927928,0.001112854,0.000107206,0.00001316904,0.000001122693,0.0002890316,0.001740214,0.0003390299,0.7922492,0.004188038,0.1999198],"study_design_scores_gemma":[0.0002375608,0.00009742528,0.0005887568,0.00003248403,0.000004497813,0.00001479424,0.00000332484,0.9363827,0.005887299,0.003282513,0.05303906,0.0004296415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001349995,0.00001686104,0.9958516,0.0001716424,0.00004502956,0.0002694005,0.000002013135,0.002866101,0.0006423683],"genre_scores_gemma":[0.02767423,0.000001743274,0.9714435,0.0003084781,0.00006105442,0.0001568739,0.000006981837,0.00001952475,0.0003275589],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9346424,"threshold_uncertainty_score":0.5207991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566175873847717,"score_gpt":0.2507028326073066,"score_spread":0.2350410738688294,"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."}}