{"id":"W4296789810","doi":"10.18438/eblip30129","title":"What Do Reference Librarians Do Now?","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database transaction; Value (mathematics); Work (physics); Institution; Medical education; Psychology; Computer science; Public relations; Knowledge management; Library science; Sociology; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01591215,0.0002482538,0.0007082674,0.004930804,0.003699956,0.01571085,0.002466539,0.003354312,0.01281777],"category_scores_gemma":[0.1057093,0.0003783859,0.0003429135,0.008557679,0.004602736,0.02690699,0.004251237,0.002180862,0.009252042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003743293,"about_ca_system_score_gemma":0.006284808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691162,"about_ca_topic_score_gemma":0.01107754,"domain_scores_codex":[0.9756643,0.0119869,0.001980311,0.001988637,0.006524553,0.001855431],"domain_scores_gemma":[0.9357811,0.01919927,0.0143766,0.006111268,0.01455454,0.009977261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009447176,0.0003210051,0.1461773,0.001044732,0.00004735231,0.0005912335,0.05822089,0.0001024857,0.0007751417,0.01524484,0.06349315,0.7138875],"study_design_scores_gemma":[0.00002802524,0.0003587908,0.1296969,0.00202599,0.00005321387,0.002400011,0.2067343,0.0002512808,0.0009603733,0.01182756,0.6455469,0.0001167323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4107539,0.06618803,0.01157315,0.3021152,0.002301629,0.0001995929,0.001120788,0.001074363,0.2046734],"genre_scores_gemma":[0.9013724,0.02093073,0.008354919,0.02864437,0.0009512034,0.0001193241,0.001147804,0.0002530713,0.03822623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591215,"threshold_uncertainty_score":0.08415258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339273625153305,"score_gpt":0.2896220499045144,"score_spread":0.2662293136529814,"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."}}