{"id":"W2973744457","doi":"10.1108/rsr-06-2019-0041","title":"Developing and assessing a graduate student reference service","year":2019,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Graduate students; Originality; Medical education; Service (business); Value (mathematics); Psychology; Computer science; Reference model; Graduate education; Qualitative research; Pedagogy; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05001928,0.0003172298,0.0009704151,0.004132343,0.001533435,0.003810989,0.002345271,0.001281368,0.003257196],"category_scores_gemma":[0.08732758,0.000396081,0.0006125523,0.003914537,0.001042419,0.002253118,0.004208592,0.001327814,0.001597888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005629419,"about_ca_system_score_gemma":0.02059433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566706,"about_ca_topic_score_gemma":0.01064294,"domain_scores_codex":[0.970713,0.01691312,0.002239034,0.0008152726,0.008176436,0.001143129],"domain_scores_gemma":[0.9291846,0.01225439,0.006244139,0.001809105,0.04572321,0.004784442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001594929,0.0005056947,0.06773923,0.007243242,0.00008982899,0.0002788844,0.04315643,0.0002434595,0.001737896,0.003454308,0.01998392,0.8554077],"study_design_scores_gemma":[0.000129189,0.006689531,0.2597894,0.01896843,0.0004133974,0.001720279,0.1806635,0.001319777,0.008608787,0.001969756,0.5195845,0.0001434721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344222,0.04857221,0.02900715,0.01645385,0.001509684,0.006784074,0.0006257058,0.0007695616,0.06185561],"genre_scores_gemma":[0.8930007,0.0271837,0.05984626,0.002798513,0.0003259089,0.00395454,0.0009308269,0.0001049673,0.01185454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05001928,"threshold_uncertainty_score":0.2645304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258996686322019,"score_gpt":0.4074605954515436,"score_spread":0.2815609268193416,"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."}}