{"id":"W2290108609","doi":"","title":"Library and Information Professionals as Knowledge Engagement Specialists. Theories, Competencies and Current Educational Possibilities in Accredited Graduate Programmes.","year":2013,"lang":"en","type":"article","venue":"Information Research: An International Electronic Journal","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Cognitive reframing; Information literacy; Outreach; Promotion (chess); Medical education; Pedagogy; Knowledge management; Political science; Public relations; Psychology; Sociology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003427943,0.0001452995,0.0001335487,0.001240483,0.001044146,0.003441305,0.0005919831,0.00007779743,0.001858966],"category_scores_gemma":[0.0009293011,0.0001232264,0.00003739246,0.0006840741,0.0005338066,0.1529719,0.0002018792,0.001004604,0.0001773035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815202,"about_ca_system_score_gemma":0.003089814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003153102,"about_ca_topic_score_gemma":0.00002252904,"domain_scores_codex":[0.9964474,0.0005964257,0.0008209977,0.0001252468,0.001318777,0.0006911058],"domain_scores_gemma":[0.9980313,0.000399161,0.0002998427,0.0001186547,0.0008405437,0.0003104764],"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":[0.0000343977,0.00007673516,0.003185465,0.00002324581,0.00001153208,1.363519e-7,0.05079281,0.000003487642,0.000001555799,0.8631237,0.002983398,0.07976355],"study_design_scores_gemma":[0.0005875366,0.0001563905,0.05745919,0.0001046097,0.000001723991,0.00002658404,0.04926319,0.001239226,0.00001485411,0.2460432,0.644915,0.0001885478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751463,0.0005412572,0.0001281807,0.04161908,0.00129817,0.001439765,0.00003940913,0.00008268118,0.07970517],"genre_scores_gemma":[0.9899698,0.004893851,0.000350818,0.001698251,0.000756061,0.0001860035,0.0004131723,0.000007297411,0.001724755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6419315,"threshold_uncertainty_score":0.9990535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619502402364301,"score_gpt":0.4158646248389124,"score_spread":0.3496696008152694,"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."}}