{"id":"W1548298616","doi":"10.18438/b8v889","title":"Communication Breakdown: Librarian and Student Approaches to Virtual Reference Differ","year":2006,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital reference; Service (business); Library science; Referral; Computer science; World Wide Web; Psychology; Medical education; Medicine; Family medicine; Business","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":[0.01404242,0.0002766222,0.0005973928,0.006450511,0.00481175,0.01718276,0.001615584,0.002461551,0.01230075],"category_scores_gemma":[0.05306189,0.0003935395,0.0004217652,0.008063818,0.007653128,0.02050092,0.007696514,0.002503538,0.002749915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007415043,"about_ca_system_score_gemma":0.006121205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009001046,"about_ca_topic_score_gemma":0.007896201,"domain_scores_codex":[0.9716516,0.01978782,0.001554826,0.001394023,0.004227197,0.001384554],"domain_scores_gemma":[0.9520797,0.03101492,0.00590278,0.001910209,0.007006403,0.002085965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006734408,0.00004723026,0.016861,0.0008235541,0.00003154527,0.0003861565,0.7619378,0.00004244382,0.0002077868,0.05757413,0.01590293,0.1461182],"study_design_scores_gemma":[0.00002047727,0.00008423952,0.04240667,0.002095773,0.00005062266,0.0009219766,0.6811563,0.0001432367,0.0004481988,0.01128888,0.2613334,0.00005018944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4302839,0.1290133,0.01024343,0.1094287,0.001297972,0.000136825,0.0003643766,0.0003216092,0.3189098],"genre_scores_gemma":[0.9546453,0.02078063,0.0009991614,0.008063942,0.0004463686,0.0001067902,0.0001385533,0.0001557243,0.01466358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718276,"threshold_uncertainty_score":0.07426429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070144247906563,"score_gpt":0.2841036748336878,"score_spread":0.2334022323546221,"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."}}