{"id":"W4401720873","doi":"10.1109/rew61692.2024.00021","title":"How Much Do You Know About Your Users? A Study of Developer Awareness About Diverse Users","year":2024,"lang":"en","type":"article","venue":"","topic":"Persona Design and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Need to know; Internet privacy; World Wide Web; Computer security","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":[0.0002156957,0.0001956493,0.0002088731,0.0001877884,0.0001762983,0.0006419383,0.001117969,0.00006467749,0.00004336912],"category_scores_gemma":[0.00001811175,0.0001577943,0.00008193679,0.001035995,0.00005289649,0.000680921,0.0003410602,0.0001330953,0.0001158484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005494739,"about_ca_system_score_gemma":0.0002106433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242739,"about_ca_topic_score_gemma":0.0001207645,"domain_scores_codex":[0.9984557,0.00005422236,0.0001867872,0.000622094,0.0003879512,0.0002932654],"domain_scores_gemma":[0.9989216,0.00006568049,0.00004747658,0.000691217,0.0001478143,0.0001261544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000420695,0.002698938,0.06291908,0.0004074794,0.0009796144,0.0003391434,0.1379424,0.0001801373,0.02139387,0.3726242,0.06552517,0.3349479],"study_design_scores_gemma":[0.00546889,0.001167048,0.1907609,0.0008366125,0.0003852158,0.0001162037,0.1242563,0.1587533,0.01389705,0.003412078,0.4968358,0.004110668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654721,0.0007108741,0.227725,0.002237154,0.0004492415,0.0006476607,0.00001775221,0.0005541163,0.002186153],"genre_scores_gemma":[0.9833121,0.00005395038,0.008909605,0.000109595,0.00005573043,0.0000731965,0.000002616243,0.00001510679,0.00746807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4313106,"threshold_uncertainty_score":0.6434663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129733227206724,"score_gpt":0.3029838733203059,"score_spread":0.2516865410482386,"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."}}