{"id":"W7020682842","doi":"","title":"Library Unit Review Self Study Report 2016-2017","year":2017,"lang":"en","type":"report","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Association of Research Libraries; University of Regina; Association of Research Libraries","keywords":"Unit (ring theory); General partnership; Academic library; French; Higher education; Information system; Self study; Information center; Center (category theory)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.02499588,0.001052808,0.002368506,0.03237401,0.003105111,0.006420937,0.003114163,0.002194618,0.08478101],"category_scores_gemma":[0.148026,0.00122089,0.002050317,0.03369064,0.001472925,0.004651572,0.005565635,0.001398989,0.07103738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010481,"about_ca_system_score_gemma":0.03894078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.028969,"about_ca_topic_score_gemma":0.04105618,"domain_scores_codex":[0.9618503,0.006631806,0.009960358,0.00167628,0.0178097,0.002071549],"domain_scores_gemma":[0.7662201,0.03652446,0.02943288,0.0110279,0.1491688,0.007625903],"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":[0.000193171,0.00004837341,0.005385123,0.01484414,0.0001116528,0.0001469524,0.0006907738,0.00003722028,0.0000904543,0.0007800033,0.9414089,0.03626325],"study_design_scores_gemma":[0.00005663187,0.00004945171,0.02459867,0.02228261,0.0001032047,0.0002404245,0.001347084,0.00001503938,0.0002306528,0.0001570532,0.9508916,0.00002753993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.008635879,0.08576707,0.00114682,0.02010469,0.01193682,0.01776819,0.6231945,0.0008744737,0.2305715],"genre_scores_gemma":[0.05481193,0.1836356,0.003271704,0.01604293,0.007467762,0.09627318,0.3776736,0.001543611,0.2592797],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08478101,"threshold_uncertainty_score":0.2836208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232060147050747,"score_gpt":0.2889688330875226,"score_spread":0.2366482316170151,"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."}}