{"id":"W15632191","doi":"10.3998/weave.12535642.0001.301","title":"Creating a Culture of Usability","year":2015,"lang":"en","type":"article","venue":"Weave Journal of Library User Experience","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Usability; Pluralistic walkthrough; Computer science; Usability engineering; Web usability; Human–computer interaction; World Wide Web","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":[0.00043373,0.0001480432,0.0003348535,0.0000915924,0.0000491175,0.0001544626,0.00172515,0.0000777528,0.00005656262],"category_scores_gemma":[0.0003787255,0.0001112885,0.000147442,0.000479557,0.0001753664,0.005133782,0.0003162699,0.0002564254,0.000007546799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305974,"about_ca_system_score_gemma":0.0002953371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006795167,"about_ca_topic_score_gemma":2.641206e-7,"domain_scores_codex":[0.9980671,0.0002143825,0.0007363755,0.0002278862,0.0005384464,0.0002157889],"domain_scores_gemma":[0.9982823,0.0001383034,0.0005049774,0.000528264,0.0002616208,0.0002845728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005704564,0.001406274,0.2920216,0.0001199501,0.0001249717,0.0002019732,0.6055872,0.0006929615,0.04304327,0.0229363,0.02616475,0.007130242],"study_design_scores_gemma":[0.001914763,0.00319442,0.01828402,0.0004873986,0.00002542683,0.000660135,0.02157743,0.005939979,0.897724,0.01809663,0.03136347,0.0007322733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877658,0.0006050048,0.1068243,0.0005918717,0.0005207786,0.0001035419,0.000002522772,0.00005135639,0.003534752],"genre_scores_gemma":[0.915234,0.0000158091,0.08412821,0.0002283989,0.00009956144,0.000002356674,1.972571e-7,0.000007311365,0.000284113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546808,"threshold_uncertainty_score":0.4538213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297532565075817,"score_gpt":0.283241521503609,"score_spread":0.2402661958528509,"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."}}