{"id":"W4380786218","doi":"10.18438/eblip30308","title":"Academic Librarians in Spanish-Speaking Latin America See a Growing Need for Librarian Role in Scholarly Publishing Literacy","year":2023,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Latin Americans; Library science; Scholarly communication; Publication; Information literacy; Literacy; Sociology; Psychology; Medical education; Political science; Medicine; Pedagogy; Computer science; Law","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005279058,0.0002260657,0.0004432193,0.003201121,0.002877352,0.009972543,0.0006961222,0.00140129,0.01051558],"category_scores_gemma":[0.01282725,0.0001919678,0.0003576681,0.006959276,0.003376981,0.00494111,0.003412503,0.001172415,0.001552067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382642,"about_ca_system_score_gemma":0.01057044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01693491,"about_ca_topic_score_gemma":0.03023418,"domain_scores_codex":[0.9964173,0.001776905,0.0003012689,0.0002239426,0.0007648175,0.0005157548],"domain_scores_gemma":[0.9838001,0.006887045,0.002797585,0.0004204327,0.004482918,0.001611864],"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":[0.0001264584,0.0001579057,0.09442765,0.007110266,0.0001109345,0.002597895,0.1544617,0.0001005937,0.001757993,0.01091062,0.07145437,0.6567837],"study_design_scores_gemma":[0.00003801054,0.0000699107,0.1065219,0.004076906,0.0001050742,0.001376334,0.2971783,0.00003559693,0.0004159622,0.003120145,0.587004,0.00005782384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2598213,0.3765376,0.001277626,0.2062874,0.00193925,0.00008339275,0.0003398848,0.0002149127,0.1534985],"genre_scores_gemma":[0.766536,0.1683867,0.001451402,0.04178358,0.001230297,0.00008065553,0.0003197837,0.00008652818,0.02012509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9900274,"threshold_uncertainty_score":0.03517807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263379506292606,"score_gpt":0.2661023649640439,"score_spread":0.2434685699011178,"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."}}