{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00267312,0.0002598534,0.0003413689,0.001537023,0.0002563491,0.001366406,0.0008500316,0.0002126281,0.000005637751],"category_scores_gemma":[0.001329637,0.0002300819,0.0001848427,0.002599792,0.00005613553,0.01528753,0.000211037,0.0003741879,0.000422045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271126,"about_ca_system_score_gemma":0.0001670206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006837019,"about_ca_topic_score_gemma":0.000003128838,"domain_scores_codex":[0.9964256,0.0001425608,0.001334843,0.0002386038,0.001515544,0.000342909],"domain_scores_gemma":[0.9976766,0.0002579052,0.0004619533,0.0008016342,0.0006977664,0.0001041645],"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":[0.00002566854,0.00001393532,0.0003265473,0.0006479229,0.000277857,0.000003559688,0.006482242,0.02443082,0.00004020161,0.2387127,0.002526899,0.7265117],"study_design_scores_gemma":[0.0005255918,0.0004057083,0.01427339,0.002891452,0.0002618047,0.00007487468,0.0009882441,0.7407349,0.002157835,0.1028012,0.1331613,0.001723705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003070024,0.0003876822,0.990228,0.00008077992,0.0007765819,0.0004577882,0.00002730902,0.002400648,0.002571207],"genre_scores_gemma":[0.9635073,0.00004587859,0.03589332,0.0002743054,0.00005146031,0.0001408205,0.00006206454,0.000008566069,0.00001627936],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9604373,"threshold_uncertainty_score":0.9996703,"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."}}