{"id":"W4404938411","doi":"10.29173/jchla29774","title":"Tiny? Make it mighty! Maximizing a limited-budget upgrade of a pint-sized hospital library using UX methods","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa Heart Institute Foundation; University of Ottawa","keywords":"Upgrade; Computer science; Engineering management; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01180427,0.000697536,0.0004125599,0.001904715,0.003764114,0.008753945,0.001694084,0.0008047133,0.02243058],"category_scores_gemma":[0.0257756,0.0004377119,0.0006460081,0.001884338,0.002401553,0.005963019,0.006118401,0.0009516639,0.003603622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004514042,"about_ca_system_score_gemma":0.006253124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722661,"about_ca_topic_score_gemma":0.01028617,"domain_scores_codex":[0.9903807,0.006425195,0.000335166,0.0005244929,0.001685653,0.00064872],"domain_scores_gemma":[0.9886545,0.00523434,0.0009566739,0.001536148,0.002398895,0.001219479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003433419,0.0005958896,0.02577168,0.002858848,0.00009113008,0.0004403337,0.0526404,0.00322981,0.004464712,0.0415163,0.06723221,0.8008153],"study_design_scores_gemma":[0.0001411913,0.001953124,0.05720624,0.003968286,0.0002535158,0.0008643607,0.2257977,0.008745103,0.01172534,0.03878389,0.6502111,0.000350181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3521914,0.002943629,0.2621725,0.02866858,0.0005947754,0.003797286,0.001313712,0.004633285,0.3436848],"genre_scores_gemma":[0.6956185,0.001736053,0.2569745,0.001521366,0.0001141656,0.001711468,0.0003362189,0.0005666277,0.04142114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991246,"threshold_uncertainty_score":0.07503772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598811219801653,"score_gpt":0.3882250914576655,"score_spread":0.362236979259649,"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."}}