{"id":"W2086487392","doi":"10.1016/j.acalib.2009.06.003","title":"What Qualifications and Skills are Important for Digital Librarian Positions in Academic Libraries? A Job Advertisement Analysis","year":2009,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Academic library; Digital library; World Wide Web; Position (finance); Library science; Computer science; Public relations; Sociology; Business; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004437798,0.0002456443,0.0004226168,0.00287223,0.002280722,0.003453348,0.001149646,0.001669326,0.01540302],"category_scores_gemma":[0.02757262,0.0002722631,0.0006677773,0.002036587,0.001806581,0.002242052,0.002086796,0.002116162,0.001593694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437467,"about_ca_system_score_gemma":0.003425104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008508204,"about_ca_topic_score_gemma":0.01335037,"domain_scores_codex":[0.9972613,0.001062919,0.0002011973,0.0001464204,0.0005857393,0.0007425076],"domain_scores_gemma":[0.9143819,0.05289986,0.009755651,0.0009267316,0.005031985,0.01700388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000518886,0.0003978862,0.9837614,0.00006158275,0.00003264904,0.0001805444,0.004551969,0.00005978604,0.0003080195,0.0007125458,0.0008590478,0.00855584],"study_design_scores_gemma":[0.00002877981,0.0001973371,0.9699626,0.00004561653,0.0000419606,0.0001108915,0.02729939,0.0003270387,0.0001077146,0.0004201638,0.001441615,0.00001689211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935853,0.0001312717,0.00006623888,0.001431636,0.00001946857,0.00001460936,0.00008701466,0.000004891544,0.004659663],"genre_scores_gemma":[0.9987166,0.00003720083,0.00005180976,0.0001945452,0.0000294672,0.000008161277,0.00007344323,0.00000598388,0.000882758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9965466,"threshold_uncertainty_score":0.05152816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391636860687126,"score_gpt":0.3310855055968902,"score_spread":0.2971691369900189,"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."}}