{"id":"W1922154128","doi":"10.18438/b8ns6v","title":"Shaping the Information Professional of the Future","year":2010,"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":"Computer science; Data science; World Wide Web; Library science","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":[0.01160276,0.0003080234,0.0004226709,0.001525908,0.00612391,0.01394273,0.001329449,0.005856237,0.06238203],"category_scores_gemma":[0.02982287,0.000242389,0.0004186576,0.001517486,0.007794969,0.01133095,0.006855566,0.00628966,0.01626853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006607804,"about_ca_system_score_gemma":0.01695267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004737783,"about_ca_topic_score_gemma":0.008676358,"domain_scores_codex":[0.9918669,0.003560981,0.0003608639,0.0006280881,0.002825429,0.0007577601],"domain_scores_gemma":[0.9698986,0.01151553,0.001902918,0.0018108,0.008707905,0.006164297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006697518,0.0001016704,0.002086243,0.0009986588,0.00001825904,0.0002186303,0.009280624,0.0001706005,0.0006806417,0.3298639,0.5329405,0.1235734],"study_design_scores_gemma":[0.000009533362,0.00003916458,0.001130595,0.002157775,0.00001893718,0.0001171329,0.008593731,0.00008294803,0.0004448568,0.0340883,0.9532959,0.00002111113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004050666,0.01579883,0.004326225,0.6258467,0.01498896,0.00007854367,0.0002624028,0.0001167771,0.334531],"genre_scores_gemma":[0.2386413,0.02687532,0.003903388,0.2034215,0.00775192,0.0002587381,0.0004943588,0.0001834894,0.5184699],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06238203,"threshold_uncertainty_score":0.2086887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192188222825731,"score_gpt":0.2842261564669162,"score_spread":0.2723042742386589,"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."}}