{"id":"W3201646923","doi":"10.18438/eblip29955","title":"Academic Libraries Report Minimal Standardization and Oversight of LibGuide Content","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Standardization; Psychology; Computer science; Institution; Medical education; Space (punctuation); World Wide Web; Public relations; Sociology; Medicine; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.09164354,0.0007532455,0.00117486,0.01429768,0.006534663,0.01886723,0.006764197,0.003058166,0.01434587],"category_scores_gemma":[0.2940531,0.001753698,0.0006396088,0.01943771,0.009216391,0.01523066,0.01270392,0.002621765,0.0199181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038515,"about_ca_system_score_gemma":0.0344779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144957,"about_ca_topic_score_gemma":0.02416863,"domain_scores_codex":[0.8612173,0.04237938,0.01731304,0.007864718,0.06692152,0.00430399],"domain_scores_gemma":[0.4538932,0.1419141,0.05553197,0.1211513,0.2127012,0.01480829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003019673,0.0004644828,0.0835015,0.004575354,0.0001827351,0.0004131686,0.03288462,0.0008335648,0.006667228,0.02456192,0.1021226,0.7434909],"study_design_scores_gemma":[0.0001107681,0.0004125165,0.1015898,0.002594377,0.0001511537,0.001376756,0.03374411,0.000910999,0.009164062,0.01387018,0.8357307,0.0003445566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3141194,0.01214073,0.07490133,0.03180369,0.001296561,0.002873412,0.002835435,0.02128232,0.5387471],"genre_scores_gemma":[0.8035491,0.00693978,0.07973803,0.01182849,0.000926079,0.001872284,0.00379763,0.004459944,0.08688873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9811327,"threshold_uncertainty_score":0.4846632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236417578452512,"score_gpt":0.2487352399957653,"score_spread":0.2263710642112402,"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."}}