{"id":"W2728195834","doi":"10.18438/b8rs9x","title":"The C-EBLIP Fall Symposium: Librarians as Researchers","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Library science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02620374,0.001442041,0.001544011,0.002888565,0.01546596,0.02146665,0.003228055,0.02618081,0.2233774],"category_scores_gemma":[0.03428131,0.001121583,0.001357974,0.00315283,0.004261611,0.01249749,0.01433719,0.01579996,0.1071677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007579443,"about_ca_system_score_gemma":0.02455826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492355,"about_ca_topic_score_gemma":0.01838172,"domain_scores_codex":[0.9852343,0.004412091,0.0007484723,0.001520161,0.005480619,0.002604247],"domain_scores_gemma":[0.9455979,0.007529493,0.001577583,0.002462318,0.01675343,0.02607931],"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":[0.00009118031,0.00002654341,0.0001079463,0.0001436725,0.000003341353,0.00003144596,0.0001849301,0.000008828641,0.0001365605,0.001721196,0.9856265,0.0119178],"study_design_scores_gemma":[0.00002685731,0.00003738567,0.000446034,0.0004904805,0.000006053256,0.00003390778,0.0007975001,0.00003154684,0.00009131488,0.001559585,0.9964637,0.00001561283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007954112,0.01948376,0.0007518617,0.6543996,0.2485253,0.0002555567,0.0003873857,0.0001980638,0.0752031],"genre_scores_gemma":[0.01806302,0.01644415,0.001558763,0.168574,0.1181228,0.0006863892,0.0006894766,0.0003714375,0.6754898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2233774,"threshold_uncertainty_score":0.7472717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975603601633289,"score_gpt":0.283237425869802,"score_spread":0.2234813898534691,"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."}}