{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001022672,0.0002462053,0.0002341682,0.0005468582,0.0005519671,0.001538424,0.0007098797,0.0001918253,0.005260248],"category_scores_gemma":[0.001099588,0.0002241543,0.00004255295,0.00145487,0.0001225435,0.7457219,0.0002566765,0.0005591998,0.0006509588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542616,"about_ca_system_score_gemma":0.001444316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001074769,"about_ca_topic_score_gemma":6.434578e-8,"domain_scores_codex":[0.9967039,0.0007991056,0.0008454889,0.000293465,0.0008333409,0.0005247043],"domain_scores_gemma":[0.9968469,0.001864226,0.0005400624,0.0002840726,0.00004050434,0.0004242118],"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":[0.001724784,0.0004662872,0.09584577,0.0007276331,0.00003430463,0.00001881576,0.1246408,0.0004486749,0.0001262109,0.1390873,0.6118329,0.02504657],"study_design_scores_gemma":[0.0004013818,0.00008046843,0.02545424,0.000760427,0.000003107571,0.000001508548,0.04934973,0.0004791507,0.001640199,0.00006617674,0.9214349,0.0003287207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2807562,0.0005969257,0.0001827258,0.6717571,0.001284114,0.002435434,0.00008437986,0.0007992014,0.04210391],"genre_scores_gemma":[0.3484623,0.0007382734,0.0178246,0.5788747,0.0001788497,0.0001750913,0.0008669357,0.00004443651,0.05283475],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7441835,"threshold_uncertainty_score":0.9994981,"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."}}