{"id":"W6942359069","doi":"10.14288/1.0115308","title":"The Report of the University Librarian to the Senate of the University of British Columbia","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Columbia university; Presentation (obstetrics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003162741,0.0004891726,0.0007146639,0.003594392,0.01929127,0.008932875,0.001678983,0.005505004,0.08228105],"category_scores_gemma":[0.0175755,0.0006174386,0.0003945209,0.005301143,0.00222504,0.002302598,0.003527137,0.005002933,0.01487058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009421063,"about_ca_system_score_gemma":0.03730643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4803966,"about_ca_topic_score_gemma":0.6824839,"domain_scores_codex":[0.9959843,0.0005519282,0.0002472958,0.0002965219,0.001982759,0.0009370965],"domain_scores_gemma":[0.9826874,0.002303069,0.000723962,0.0007657476,0.01015394,0.003365835],"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":[0.00003799319,0.00003772846,0.002375929,0.0000862223,0.000006697414,0.0008134698,0.001598701,0.00003498581,0.000335745,0.001929458,0.9785085,0.01423472],"study_design_scores_gemma":[0.000003431303,0.00001050338,0.006593257,0.0000959735,0.000008069321,0.0001454753,0.005430419,0.00003403038,0.0003766049,0.0002038503,0.9870636,0.00003468155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03892551,0.01614224,0.0007455654,0.4273364,0.02758517,0.0007945464,0.009423787,0.0004726414,0.4785742],"genre_scores_gemma":[0.02139791,0.004350603,0.000308469,0.01905946,0.001277315,0.00009418232,0.0008879419,0.0001704152,0.9524538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4803966,"threshold_uncertainty_score":0.9552008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477697543101755,"score_gpt":0.1743872610349946,"score_spread":0.1596102856039771,"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."}}