{"id":"W4210272181","doi":"10.33137/cjalrcbu.v8.37773","title":"Liaison Engagement Success: A Practical Guide for Librarians","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Library science; Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02014048,0.002286165,0.002045211,0.007167246,0.005883732,0.01076568,0.004860911,0.006355914,0.02160069],"category_scores_gemma":[0.0375774,0.00176516,0.001197532,0.00611328,0.004262693,0.01654009,0.01408735,0.00985589,0.02176351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005109185,"about_ca_system_score_gemma":0.0241362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008630504,"about_ca_topic_score_gemma":0.03421003,"domain_scores_codex":[0.9843,0.008189515,0.001640082,0.0005011823,0.004310229,0.001059064],"domain_scores_gemma":[0.9699094,0.01363205,0.00126883,0.001203604,0.009288894,0.004697261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003506082,0.0005724422,0.0009027212,0.0007978238,0.00001197318,0.0004157181,0.01485195,0.0002072973,0.000422837,0.004778876,0.7250824,0.2519209],"study_design_scores_gemma":[0.00008038567,0.0002440249,0.002804378,0.003118519,0.00001867889,0.001312888,0.04052208,0.0007478436,0.0005142995,0.01807018,0.9323711,0.0001956497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02184821,0.02860799,0.1685013,0.4563783,0.007127246,0.01364073,0.005315857,0.02662067,0.2719597],"genre_scores_gemma":[0.06009699,0.04197,0.6295436,0.04855168,0.001619853,0.03144005,0.004926987,0.003287534,0.1785633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9892343,"threshold_uncertainty_score":0.1065143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08955184289414021,"score_gpt":0.3528117258132962,"score_spread":0.263259882919156,"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."}}