{"id":"W2318170994","doi":"","title":"Toward a Pattern-based e-learning software design approach","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Software; Software engineering; Artificial intelligence; Programming language","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":[0.003465844,0.0009655622,0.0007099609,0.002028093,0.001151927,0.004720647,0.002883636,0.002149942,0.00383683],"category_scores_gemma":[0.008096047,0.001234159,0.0019481,0.00139344,0.001900074,0.005074822,0.003007637,0.002518865,0.001309664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344669,"about_ca_system_score_gemma":0.003040536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004458009,"about_ca_topic_score_gemma":0.006475007,"domain_scores_codex":[0.9966762,0.001001864,0.0003526499,0.0005121012,0.00130968,0.00014749],"domain_scores_gemma":[0.995824,0.001641737,0.0002624567,0.0009228544,0.001165907,0.0001830912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001630871,0.0007710297,0.007782422,0.0009071619,0.0002570385,0.0006013133,0.003981641,0.08773722,0.01757271,0.4260474,0.007198631,0.4469805],"study_design_scores_gemma":[0.00009758089,0.000219657,0.001099971,0.0003798103,0.0001888141,0.0005664338,0.001356013,0.5952233,0.01328481,0.3217503,0.06578139,0.00005192807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002783385,0.00003809567,0.9939808,0.0004489771,0.00001495842,0.0001181012,0.00005110419,0.000471482,0.002093286],"genre_scores_gemma":[0.0297391,0.00009569334,0.9675305,0.0001227896,0.000009843307,0.0001980208,0.0001657493,0.0001125309,0.002025708],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004720647,"threshold_uncertainty_score":0.01832938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0948546647606475,"score_gpt":0.2530854950892872,"score_spread":0.1582308303286397,"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."}}