{"id":"W3131246847","doi":"10.1007/s10796-020-10100-w","title":"On the Impact of Aesthetic Defects on the Maintainability of Mobile Graphical User Interfaces: An Empirical Study","year":2021,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Maintainability; Computer science; Empirical research; Human–computer interaction; 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":[0.00667401,0.0004181744,0.0003354098,0.001651721,0.0005757677,0.002073575,0.0009862835,0.0009787813,0.004387478],"category_scores_gemma":[0.09402675,0.0003655121,0.0006385357,0.001081271,0.001658207,0.002197834,0.001066289,0.001251247,0.0003591034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008755874,"about_ca_system_score_gemma":0.0006846609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279661,"about_ca_topic_score_gemma":0.00331222,"domain_scores_codex":[0.9931312,0.002151329,0.0005696237,0.0004404551,0.003321721,0.0003857727],"domain_scores_gemma":[0.7488908,0.1986706,0.0290957,0.005943059,0.01496492,0.002434935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197587,0.003229207,0.9019481,0.000580369,0.000175732,0.001042027,0.01921108,0.001438466,0.01119236,0.0008168689,0.0004334816,0.05795639],"study_design_scores_gemma":[0.00003859689,0.003055684,0.9735109,0.0001094888,0.0002670297,0.0009646538,0.0141425,0.003710585,0.003000127,0.000356811,0.0007935533,0.00005012083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981187,0.00008109509,0.0003265011,0.00003176593,0.00000312041,0.00002384052,0.00002286088,0.000007121828,0.001385016],"genre_scores_gemma":[0.9991924,0.00004414598,0.00033028,0.00001255411,0.000003841079,0.000008670802,0.00002970153,0.000009571305,0.0003689216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00667401,"threshold_uncertainty_score":0.03529596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470107265681281,"score_gpt":0.2991176439165651,"score_spread":0.2844165712597523,"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."}}