{"id":"W1488558832","doi":"10.18438/b8vs5b","title":"Libraries Demonstrate Low Adherence to Virtual Reference Service Guidelines","year":2009,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital reference; Library science; Computer science; Service (business); Ethnic group; Digital library; World Wide Web; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004271785,0.0002743754,0.0002125877,0.0002658741,0.0002891483,0.002845793,0.001431721,0.0001203808,0.0001423592],"category_scores_gemma":[0.0006839999,0.0002452672,0.0000357315,0.001544379,0.00003196498,0.5097767,0.0003527737,0.0002719963,0.0004070145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005342628,"about_ca_system_score_gemma":0.0005086801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001315373,"about_ca_topic_score_gemma":1.438393e-7,"domain_scores_codex":[0.9978883,0.0002195093,0.0007283741,0.0003755328,0.0004444015,0.0003438364],"domain_scores_gemma":[0.997403,0.0009818663,0.0003855008,0.0006711162,0.0002056922,0.0003528746],"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":[0.0002736399,0.00004561622,0.0001093519,0.00007578446,0.000008614031,0.000009742278,0.0005314463,0.0008972276,0.0001893781,0.8369223,0.007474045,0.1534629],"study_design_scores_gemma":[0.0006307673,0.001972726,0.01304603,0.001255,0.00002467975,0.0000597609,0.0008770018,0.09778164,0.01329991,0.003650571,0.8664321,0.0009697484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0265472,0.001313459,0.1511164,0.79568,0.000507694,0.0008015664,0.00002624932,0.001530826,0.02247655],"genre_scores_gemma":[0.1664985,0.0006380036,0.2140814,0.6183236,0.0001294696,0.00002426984,0.00004120833,0.000008510919,0.0002550538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8589581,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472718182886027,"score_gpt":0.2790137024048531,"score_spread":0.2442865205759928,"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."}}