{"id":"W2090817586","doi":"10.1108/ijppm-10-2013-0170","title":"Performance management in Canadian public organizations: findings of a multi-case study","year":2015,"lang":"en","type":"article","venue":"International Journal of Productivity and Performance Management","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Generalizability theory; Public sector; Context (archaeology); Public relations; Business; Qualitative property; Qualitative research; Data collection; Knowledge management; Political science; Sociology; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00944685,0.000743677,0.0007195042,0.004218583,0.02677353,0.004598949,0.003191068,0.002236149,0.002579652],"category_scores_gemma":[0.01490914,0.0005463543,0.0006345275,0.00653211,0.004288497,0.001681746,0.003772366,0.001966504,0.0002460871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1143874,"about_ca_system_score_gemma":0.0951845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421709,"about_ca_topic_score_gemma":0.9766555,"domain_scores_codex":[0.9882433,0.003279319,0.0003748085,0.0006529556,0.003330005,0.004119624],"domain_scores_gemma":[0.9861264,0.004270938,0.001955169,0.0004956305,0.004331763,0.002820106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004102223,0.002435894,0.1527919,0.0008096513,0.00006556093,0.01905647,0.7222717,0.0008564786,0.001393716,0.005773694,0.008423005,0.08571171],"study_design_scores_gemma":[0.00001861033,0.000254281,0.09081651,0.0005007767,0.00004086614,0.001495546,0.8838536,0.0006847351,0.0004309712,0.0002755818,0.02154983,0.00007879236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900526,0.0008654629,0.0003934009,0.001790186,0.00002991269,0.0003924878,0.0001608544,0.000007742726,0.006307451],"genre_scores_gemma":[0.9944314,0.001167082,0.001031944,0.0004487379,0.00001228623,0.0001900866,0.0001202202,0.000007701914,0.002590409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8856126,"threshold_uncertainty_score":0.8299423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390574430232163,"score_gpt":0.387829331463397,"score_spread":0.2939235871610754,"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."}}