{"id":"W7053827056","doi":"","title":"Who Thinks What About Research? Academic Librarian Research According to Librarians, Faculty, and Collective Agreements","year":2018,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Hyporeflexia; Diafiltration; Articular cartilage damage; Demotion","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07466142,0.0003047263,0.0008226077,0.005835027,0.01415185,0.02438087,0.001328678,0.003417016,0.003206393],"category_scores_gemma":[0.1348486,0.0005455691,0.0006261148,0.008184097,0.0310847,0.01627481,0.006613889,0.006103917,0.001159496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01412285,"about_ca_system_score_gemma":0.02862387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395927,"about_ca_topic_score_gemma":0.01937613,"domain_scores_codex":[0.8731903,0.09073257,0.00606704,0.003425551,0.02281615,0.003768338],"domain_scores_gemma":[0.7943711,0.1447069,0.01844759,0.006101001,0.0186336,0.01773977],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005480173,0.00008346541,0.02030972,0.0007928477,0.00006002514,0.0003990831,0.8083,0.0001043334,0.0008970426,0.04595309,0.02509598,0.09794977],"study_design_scores_gemma":[0.00001752882,0.00005673458,0.008409557,0.001280118,0.00003995425,0.0004476638,0.7542623,0.0001019491,0.0003449665,0.01916234,0.215811,0.00006589127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.158361,0.0472022,0.008228836,0.5433413,0.003144599,0.0002661278,0.0001048775,0.0002865554,0.2390646],"genre_scores_gemma":[0.8973158,0.03080076,0.005659617,0.04589425,0.001723426,0.0001695446,0.00007395731,0.0001993886,0.01816316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9858772,"threshold_uncertainty_score":0.394852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08699193765365941,"score_gpt":0.3003144585391898,"score_spread":0.2133225208855303,"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."}}