{"id":"W1586325291","doi":"10.18438/b84p5s","title":"Communication is the Key Skill for Reference Librarians","year":2007,"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":"Staffing; Negotiation; Reading (process); Information seeking; Psychology; Qualitative research; Medical education; Library science; Computer science; Sociology; Management; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002983227,0.0001099124,0.00009050361,0.0001507797,0.001511899,0.001496397,0.0006696843,0.0001054155,0.0005608542],"category_scores_gemma":[0.002427919,0.00008257752,0.00004439683,0.0007122694,0.0002977348,0.6840186,0.00009208114,0.0002098789,0.0001036488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208959,"about_ca_system_score_gemma":0.0004305746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003580429,"about_ca_topic_score_gemma":2.147643e-7,"domain_scores_codex":[0.9983994,0.0002596705,0.0005302149,0.0001147293,0.0004087371,0.0002872845],"domain_scores_gemma":[0.9931282,0.005730389,0.0004662634,0.0003827095,0.0001356807,0.0001567625],"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":[0.0001373072,0.00001377023,0.0001596864,0.00002013107,0.000004162349,1.119128e-7,0.01371415,0.000008659452,0.000001703296,0.9506713,0.01634484,0.01892423],"study_design_scores_gemma":[0.0001800727,0.00005838987,0.003685099,0.00008828651,0.0000102361,0.000001896002,0.01592681,0.0007950158,0.0003915986,0.001366879,0.9773687,0.0001270167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002885606,0.0007690958,0.01680945,0.7877171,0.0002812653,0.001175079,0.00003916924,0.0002751545,0.1900481],"genre_scores_gemma":[0.1788099,0.004559351,0.0276044,0.7861171,0.0002194095,0.00006853877,0.0001519717,0.000009843501,0.002459438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9610239,"threshold_uncertainty_score":0.999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062196332358437,"score_gpt":0.3177529402996587,"score_spread":0.2871309769760744,"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."}}