{"id":"W7006024548","doi":"","title":"Supporting Student Retention and Success: Personal Librarian Program at the University of Victoria","year":2018,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Higher education; Curriculum; Graduate students","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007136025,0.0002404768,0.0005633246,0.001842887,0.004045216,0.007299813,0.001945069,0.001300698,0.1497322],"category_scores_gemma":[0.02402235,0.0003572549,0.0002762748,0.00235661,0.001070835,0.002931424,0.008447732,0.001567059,0.03924099],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005827734,"about_ca_system_score_gemma":0.05787151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08624611,"about_ca_topic_score_gemma":0.2582787,"domain_scores_codex":[0.9960697,0.0007640549,0.0001170467,0.000209296,0.001742375,0.00109749],"domain_scores_gemma":[0.9417601,0.002929206,0.001438993,0.002077966,0.01298189,0.03881165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000305957,0.0009850527,0.01432735,0.0002486139,0.00001357116,0.0001204375,0.003817769,0.00008600295,0.0005813445,0.002804083,0.5059428,0.470767],"study_design_scores_gemma":[0.0001157125,0.0003662165,0.07483921,0.0003375102,0.00002880334,0.0001173674,0.009330222,0.0006459054,0.002177662,0.001582508,0.9104061,0.0000527374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1566749,0.003010107,0.00360629,0.06042712,0.001201389,0.001219543,0.008289821,0.004004683,0.7615662],"genre_scores_gemma":[0.1841104,0.00161666,0.005672087,0.002162392,0.0001647167,0.000305891,0.001970336,0.001144962,0.8028525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9941723,"threshold_uncertainty_score":0.5009041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791363805933484,"score_gpt":0.2559815274871237,"score_spread":0.2280678894277888,"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."}}