{"id":"W2946516851","doi":"","title":"Staff.lib Usability Testing & Redesign","year":2015,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Pluralistic walkthrough; Computer science; Business; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008617199,0.0001403884,0.0002275871,0.00009515374,0.0001628317,0.00005864235,0.00133459,0.00009006214,0.000004935109],"category_scores_gemma":[0.0002966567,0.000174127,0.00007745801,0.0005299075,0.0001983784,0.0008805062,0.0004946272,0.0001691832,0.0001112814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819067,"about_ca_system_score_gemma":0.0001892628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528544,"about_ca_topic_score_gemma":0.01226293,"domain_scores_codex":[0.998543,0.0002196693,0.0001169664,0.000440714,0.0003902655,0.0002894278],"domain_scores_gemma":[0.9982631,0.000227129,0.0001314174,0.0007942499,0.0003730128,0.0002110469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006267265,0.003190904,0.7054877,0.0004759993,0.0003099485,0.0004600845,0.01916266,0.007960902,0.01692771,0.07575572,0.1102507,0.059391],"study_design_scores_gemma":[0.005874653,0.004967423,0.4707633,0.0002915482,0.0001712758,0.0001113446,0.06436215,0.3135104,0.01373173,0.04787484,0.07567319,0.002668166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.62153,0.00002958979,0.3685983,0.002942529,0.0002326835,0.0001993605,0.000004030528,0.000264753,0.006198748],"genre_scores_gemma":[0.8913893,0.00000133852,0.108348,0.00002946958,0.00002124556,1.80568e-7,7.781676e-7,0.000005982854,0.0002037221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3055495,"threshold_uncertainty_score":0.7100694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237978251765594,"score_gpt":0.2290834882100538,"score_spread":0.1467037056923979,"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."}}