{"id":"W4399723238","doi":"10.1145/3664636","title":"User Interface Evaluation Through Implicit-Association Tests","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Association (psychology); Computer science; Interface (matter); Human–computer interaction; Psychology; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192402,0.0002578863,0.000237763,0.0001756621,0.000190864,0.0008048399,0.002602414,0.000143397,0.00004852342],"category_scores_gemma":[0.0005070281,0.0001983558,0.0002250579,0.0005500745,0.00003346573,0.002581757,0.0009896063,0.0005135577,0.0001459726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198573,"about_ca_system_score_gemma":0.00004357524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004898815,"about_ca_topic_score_gemma":0.00000680216,"domain_scores_codex":[0.9975957,0.00006003285,0.0005300002,0.0006859001,0.0008320919,0.0002962279],"domain_scores_gemma":[0.9978218,0.0003587296,0.0003654103,0.0007342731,0.0006797636,0.00004004413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000166012,0.001185785,0.005566475,0.000938375,0.0008302986,0.000001937438,0.0295467,0.002817875,0.3658272,0.1125596,0.3712538,0.1093059],"study_design_scores_gemma":[0.0007630374,0.001076581,0.01617234,0.001928515,0.0001710269,0.00005400445,0.0002271055,0.2157766,0.5979692,0.1379231,0.02718892,0.0007495075],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593735,0.00007780931,0.023128,0.008217053,0.004843873,0.0007947654,0.000004324618,0.0004276565,0.003133011],"genre_scores_gemma":[0.9912646,0.000005348485,0.007368121,0.0003551965,0.0003595818,0.00005808769,0.000001698986,0.00002332214,0.0005640098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440649,"threshold_uncertainty_score":0.8088715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518040325055796,"score_gpt":0.3743577296106115,"score_spread":0.2991773263600535,"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."}}