{"id":"W2075824576","doi":"10.1108/01435120810917305","title":"Librarians' skills and qualifications in a modern informational environment","year":2008,"lang":"en","type":"article","venue":"Library Management","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Meaning (existential); Value (mathematics); Ideal (ethics); Sociology; Element (criminal law); Public relations; Library science; Marketing; Psychology; Political science; Computer science; Business; Social science; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828029,0.00008256996,0.0001866955,0.001736863,0.0008787966,0.002046264,0.0001891266,0.0003040878,0.007586548],"category_scores_gemma":[0.01167111,0.0001359536,0.0001196526,0.001022851,0.0009066081,0.001083001,0.001161287,0.0003876827,0.001384375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563489,"about_ca_system_score_gemma":0.001121009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728467,"about_ca_topic_score_gemma":0.004985192,"domain_scores_codex":[0.9987967,0.0004709559,0.00007702108,0.00006015658,0.0003544859,0.0002406362],"domain_scores_gemma":[0.9878058,0.005138134,0.003465448,0.0003729216,0.001592283,0.00162539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001572264,0.0004846236,0.8351523,0.0002213225,0.00001702858,0.0008952158,0.04766581,0.0001657236,0.001912345,0.001431024,0.002872921,0.1090243],"study_design_scores_gemma":[0.000006210904,0.0002938385,0.9486903,0.00006166242,0.000007349091,0.0006851048,0.0404914,0.0001480582,0.0005796425,0.0003881819,0.008629104,0.00001927035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889796,0.0001507453,0.00009130545,0.0002085388,0.000005432352,0.000008186913,0.0000317818,0.000008314459,0.01051619],"genre_scores_gemma":[0.9975863,0.00008278684,0.0001079933,0.00007507816,0.00000946235,0.000004509469,0.00002034609,0.000001723159,0.002111802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007586548,"threshold_uncertainty_score":0.02537948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182578334542568,"score_gpt":0.2236287145102286,"score_spread":0.2118029311648029,"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."}}