{"id":"W2077911505","doi":"10.1080/09614520701337160","title":"Results-based management: friend or foe?","year":2007,"lang":"en","type":"article","venue":"Development in Practice","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Perspective (graphical); Work (physics); Point (geometry); Political science; Public relations; Sociology; Engineering ethics; Engineering; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09025441,0.0009282632,0.001666329,0.002574606,0.006647927,0.02059574,0.003607115,0.0103407,0.006394656],"category_scores_gemma":[0.1672463,0.0007190919,0.0009078048,0.00279631,0.02874457,0.04371119,0.008066321,0.02134394,0.004708578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004486042,"about_ca_system_score_gemma":0.00696427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003488025,"about_ca_topic_score_gemma":0.004628639,"domain_scores_codex":[0.9103988,0.06833751,0.002863435,0.003684839,0.01245467,0.002260677],"domain_scores_gemma":[0.8675676,0.0810836,0.006523168,0.01192917,0.02332943,0.009567072],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001539185,0.0001777985,0.003575865,0.002034442,0.0002092996,0.0004875659,0.02584619,0.000241455,0.0005732613,0.2134222,0.3437895,0.4094886],"study_design_scores_gemma":[0.00006327709,0.0003359179,0.001960107,0.005331221,0.00009782553,0.00169159,0.05677875,0.0008077236,0.0008052785,0.2451524,0.6867387,0.0002371707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001582804,0.01738983,0.009583574,0.9558291,0.003970334,0.00001939911,0.00002315388,0.0002172126,0.01138456],"genre_scores_gemma":[0.3590022,0.06003059,0.06012841,0.476043,0.01862948,0.0002519538,0.0001034638,0.001282659,0.02452826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9097456,"threshold_uncertainty_score":0.4773167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2434630655536672,"score_gpt":0.5393384996383762,"score_spread":0.295875434084709,"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."}}