{"id":"W4401723282","doi":"10.1109/rew61692.2024.00043","title":"FeatureLanguage: Automatic Generation of Application Backend for Model-Based Programming Course Projects","year":2024,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Course (navigation); Computer science; Software engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453059,0.001091452,0.0003496016,0.0007533022,0.0002750588,0.001173757,0.001678258,0.0009740053,0.007274421],"category_scores_gemma":[0.006320878,0.0007330113,0.0008379499,0.0002456513,0.0004718153,0.001236354,0.00162664,0.001158552,0.002797025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027812,"about_ca_system_score_gemma":0.0009120595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244081,"about_ca_topic_score_gemma":0.0006672426,"domain_scores_codex":[0.9990641,0.0002531667,0.0000834953,0.0001823576,0.0003162716,0.0001004901],"domain_scores_gemma":[0.9972035,0.001244433,0.0002141222,0.0008182148,0.0004065217,0.0001133001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001606017,0.001385777,0.01565692,0.001332862,0.0001425502,0.002894825,0.002600358,0.06693916,0.2976023,0.02467637,0.05356853,0.5315943],"study_design_scores_gemma":[0.0003705467,0.000729544,0.004980767,0.0002254493,0.00006723461,0.00148431,0.0002879234,0.5525498,0.3303125,0.01262767,0.09621131,0.0001529711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05579988,0.00006214318,0.8388814,0.0001332534,0.00007792642,0.0006205301,0.001048216,0.09944293,0.003933659],"genre_scores_gemma":[0.3504891,0.0001263091,0.6104336,0.0002133029,0.00003416849,0.001162678,0.006924316,0.02408876,0.006527795],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007274421,"threshold_uncertainty_score":0.02433538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494696115095087,"score_gpt":0.2920515277613435,"score_spread":0.2671045666103926,"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."}}