{"id":"W4310510775","doi":"","title":"How do we teach Modelling and Model-Driven Engineering? A survey","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Computer science; Data modeling; Data science; Software 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":[0.008842359,0.0007989419,0.0009902951,0.003890206,0.001041009,0.004565186,0.001876288,0.003047916,0.007566757],"category_scores_gemma":[0.02375489,0.000551951,0.0004766004,0.004326961,0.002372146,0.01017202,0.002506607,0.00412772,0.002645307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187148,"about_ca_system_score_gemma":0.006195875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559424,"about_ca_topic_score_gemma":0.003684508,"domain_scores_codex":[0.9964515,0.001407424,0.0002058832,0.000600933,0.001020595,0.0003136755],"domain_scores_gemma":[0.9691755,0.02088118,0.001328859,0.001158636,0.004552668,0.00290319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006663906,0.0005046942,0.005213605,0.003122093,0.00004037694,0.00007695468,0.003122775,0.001591352,0.001429182,0.07266421,0.03137554,0.8807925],"study_design_scores_gemma":[0.00003506287,0.0002053115,0.007777559,0.00660468,0.00004272679,0.0004743443,0.005182827,0.003183425,0.002099973,0.1104966,0.8638479,0.00004960716],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03161685,0.6047094,0.1280915,0.171648,0.002618606,0.0001501524,0.0004579993,0.0006475775,0.06005993],"genre_scores_gemma":[0.2607723,0.6305781,0.06627009,0.02020502,0.002245661,0.0003172044,0.0009507461,0.0004620177,0.01819883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008842359,"threshold_uncertainty_score":0.04676342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122017707077891,"score_gpt":0.2195661290252472,"score_spread":0.1983459519544683,"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."}}