{"id":"W7043220554","doi":"","title":"Separation of Concerns in Software Engineering Education:in Proceedings for Advanced Separation of Concerns Workshop, 23rd International Conference on Software Engineering, ICSE2001, Toronto, 2001.","year":2001,"lang":"en","type":"other","venue":"Repository of the University of Namur","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Separation (statistics); Software; Separation method; Separation of concerns; Software development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018091,0.0003323406,0.0006562485,0.0004294489,0.00003669455,0.000009257511,0.0007133942,0.0003660135,0.0002138646],"category_scores_gemma":[0.0002866622,0.0003929324,0.0002103804,0.0002719177,0.0001413089,0.0002847862,0.00009667583,0.0002200998,0.000002335199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112107,"about_ca_system_score_gemma":0.0005678014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493274,"about_ca_topic_score_gemma":0.00129897,"domain_scores_codex":[0.998292,0.00003161214,0.000544381,0.0004033449,0.0004913344,0.0002373438],"domain_scores_gemma":[0.997519,0.0001144968,0.001397827,0.0003334801,0.0005734264,0.00006174726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005233345,0.004485951,0.1680626,0.01142456,0.002265132,0.00002393373,0.02096927,0.2787066,0.1652599,0.01232804,0.3282949,0.002945888],"study_design_scores_gemma":[0.03226379,0.002839598,0.104573,0.09547353,0.002092997,0.0001074022,0.02545774,0.1366906,0.111856,0.0001617665,0.4813137,0.007169932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173224,0.004700271,0.02734698,0.0002097264,0.008510311,0.01289284,0.003034425,0.0009327332,0.1250503],"genre_scores_gemma":[0.7399084,0.0005470741,0.03613885,0.00001104091,0.000499556,0.00002537868,0.0003604169,0.0005183192,0.221991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530188,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724425370591182,"score_gpt":0.2786752250801125,"score_spread":0.2614309713742007,"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."}}