{"id":"W4401768887","doi":"10.18280/isi.290418","title":"Software Quality Measurement Analysis on Academic Information Systems","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Quality (philosophy); Software quality; Software; Software engineering; Data science; Software development; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01067956,0.0006785331,0.0008635778,0.01187439,0.001334459,0.004949294,0.001031157,0.000638045,0.003559692],"category_scores_gemma":[0.05315473,0.0003760079,0.0009305115,0.01805273,0.001936883,0.004159043,0.001728073,0.001345407,0.001153607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008125677,"about_ca_system_score_gemma":0.004846467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215321,"about_ca_topic_score_gemma":0.005522784,"domain_scores_codex":[0.9735778,0.01021763,0.001737114,0.001128078,0.01283047,0.0005089345],"domain_scores_gemma":[0.9542323,0.01797128,0.004535065,0.005399902,0.01724091,0.0006205024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001660335,0.0002599942,0.02112508,0.0009919378,0.0001829637,0.0002552581,0.001632457,0.04726129,0.002977558,0.3457592,0.01817758,0.5612106],"study_design_scores_gemma":[0.00009032728,0.0009525149,0.1306798,0.001670809,0.000231672,0.000542544,0.003927318,0.4626906,0.01320349,0.1961077,0.18973,0.0001731986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1130029,0.006221432,0.719963,0.005349507,0.0005703885,0.001534014,0.002301996,0.003396459,0.1476603],"genre_scores_gemma":[0.6787504,0.004881638,0.2973094,0.0005186233,0.0004210503,0.001421235,0.002431181,0.0004187889,0.01384771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01215321,"threshold_uncertainty_score":0.05895621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208632385642792,"score_gpt":0.3146240408459507,"score_spread":0.2725377169895228,"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."}}