{"id":"W3204938570","doi":"10.29173/slw7075","title":"Kay Wilson, Network Librarian, Alford, United Kingdom: A Day in Her Life","year":2000,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Sociology; Library science; Media studies; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009333812,0.0002737647,0.0003100357,0.0002885618,0.0008978661,0.001555128,0.000945527,0.000208742,0.01725831],"category_scores_gemma":[0.0005345093,0.000264407,0.0001065007,0.004184206,0.0005929619,0.009158669,0.00009106335,0.0004591631,0.0008458285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004793623,"about_ca_system_score_gemma":0.00172973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452209,"about_ca_topic_score_gemma":0.001418928,"domain_scores_codex":[0.9965915,0.0006196949,0.0005861705,0.0005594241,0.0006065854,0.001036595],"domain_scores_gemma":[0.9982988,0.0003782133,0.000137323,0.0004384979,0.00002855823,0.0007186021],"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":[0.0001779027,0.000125914,0.2608882,0.00001145245,0.00002840812,0.00006716991,0.004415508,0.001047185,0.0000105948,0.468931,0.256428,0.00786867],"study_design_scores_gemma":[0.0004185522,0.00004602491,0.04386567,0.00008534347,0.000008084584,8.510147e-7,0.0008573761,0.0001657414,0.00003469434,0.03371616,0.9204276,0.000373897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4102708,0.0007124896,0.00008796145,0.07289322,0.001317954,0.0009717242,0.00002172199,0.000865812,0.5128583],"genre_scores_gemma":[0.8871714,0.0001963291,0.002898544,0.01740201,0.002598614,0.00005991826,0.0001329595,0.00005179089,0.08948846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6639996,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277125558178367,"score_gpt":0.2768825869367675,"score_spread":0.2441113313549839,"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."}}