{"id":"W7034621551","doi":"","title":"Useful, Usable, Desirable: Library User Experience","year":2015,"lang":"en","type":"article","venue":"San José State University ScholarWorks (San Jose State University)","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; User experience design; Web usability; Principal (computer security); Pluralistic walkthrough; User journey; Digital library; Usability engineering","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008999448,0.0004850581,0.000456637,0.001027007,0.002064176,0.0005336603,0.002002058,0.0003131989,0.001166462],"category_scores_gemma":[0.0001701287,0.0006134324,0.0002082521,0.003668295,0.001209406,0.01045364,0.000492037,0.001330975,0.0004290411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008545537,"about_ca_system_score_gemma":0.001457923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583188,"about_ca_topic_score_gemma":0.002675838,"domain_scores_codex":[0.9950987,0.001265473,0.00029172,0.0009593692,0.0009519925,0.001432797],"domain_scores_gemma":[0.9967446,0.0001874518,0.0002813507,0.000726042,0.0003654114,0.001695179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002811049,0.0006378123,0.6336645,0.0000731395,0.0004136574,0.004768986,0.245866,0.001984745,0.000103586,0.01682621,0.08143196,0.01141835],"study_design_scores_gemma":[0.002117171,0.000136047,0.008546238,0.00009361868,0.00006206898,0.000004760879,0.1568118,0.00007826752,0.0001578175,0.0004208611,0.8307208,0.0008505162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721439,0.000166192,0.002694363,0.0009571704,0.000735938,0.0005441152,0.0001141844,0.0008243815,0.1218198],"genre_scores_gemma":[0.8260546,0.0009960568,0.003509057,0.0004367965,0.0001697408,4.409167e-7,0.00005365493,0.00007162349,0.168708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492889,"threshold_uncertainty_score":0.9997466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531548022475697,"score_gpt":0.2464860903325191,"score_spread":0.1911706101077622,"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."}}