{"id":"W2921653222","doi":"10.18438/eblip29534","title":"Library Staff are More Motivated to Engage in Professional Development When Encouraged by Library Leadership","year":2019,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Psychology; Descriptive statistics; Norwegian; Medical education; Affect (linguistics); Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00257903,0.0002086373,0.000278185,0.001314071,0.002141185,0.004020547,0.0004695486,0.0009741038,0.01323361],"category_scores_gemma":[0.01341491,0.0003059851,0.0003849668,0.001027658,0.001186605,0.001430355,0.00220694,0.001283839,0.004386943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008420158,"about_ca_system_score_gemma":0.001983442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296646,"about_ca_topic_score_gemma":0.006436843,"domain_scores_codex":[0.9974146,0.0008304798,0.0001175811,0.0001509911,0.0008425932,0.0006436595],"domain_scores_gemma":[0.9822204,0.003245452,0.006390271,0.0004719005,0.002644972,0.005027078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853414,0.001267104,0.5919945,0.001056323,0.0001104378,0.00152916,0.1114652,0.00009680115,0.004865059,0.001282689,0.06200329,0.2240441],"study_design_scores_gemma":[0.00007279189,0.0007335654,0.6717516,0.0005608956,0.00005367388,0.001468067,0.2314051,0.0001493704,0.001191942,0.001821822,0.09067322,0.0001179658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667854,0.001537672,0.0006327149,0.007883315,0.0003253597,0.00004892705,0.0001827405,0.0001003327,0.02250356],"genre_scores_gemma":[0.9755563,0.001257994,0.001017534,0.005224145,0.0002337097,0.00008841888,0.000223775,0.0000483855,0.01634967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323361,"threshold_uncertainty_score":0.04427081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728085730435083,"score_gpt":0.2771188773701673,"score_spread":0.2498380200658165,"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."}}