{"id":"W2153042870","doi":"10.5539/ies.v6n5p56","title":"Constraints to Senior Management’s Capacity to Implement the Performance Management System in Senior Secondary Schools in Botswana","year":2013,"lang":"en","type":"article","venue":"International Education Studies","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Senior management; Government (linguistics); Performance management; Process (computing); Management system; Medical education; Management; Political science; Public relations; Business; Engineering; Operations management; Marketing; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008347415,0.0001909519,0.0001849645,0.0006716237,0.00013477,0.00008711298,0.0003718747,0.00003504455,0.001681359],"category_scores_gemma":[0.00002811342,0.0001582423,0.00003501914,0.0003876816,0.00003851147,0.0001993454,0.0001768025,0.0001973955,0.002730493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007866494,"about_ca_system_score_gemma":0.00005339894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002298512,"about_ca_topic_score_gemma":0.000267588,"domain_scores_codex":[0.9981786,0.00009725422,0.0005884403,0.0003769707,0.0004347497,0.0003240009],"domain_scores_gemma":[0.9991372,0.00005201526,0.0001135335,0.0002611519,0.0003656822,0.00007039178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001082476,0.0004292442,0.2851384,0.0003224096,0.0008928014,0.000009865753,0.06010296,0.00040057,0.00004152376,0.02632143,0.1508998,0.4753327],"study_design_scores_gemma":[0.0005992195,0.00002784056,0.8455572,0.0002607371,0.00001288024,0.000006437747,0.09220281,0.00007193222,0.00002756379,0.000120413,0.06091969,0.0001933056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505583,0.00007296817,0.00007815206,0.00486794,0.003061035,0.001749164,0.000009491867,0.00003333641,0.03956959],"genre_scores_gemma":[0.9846863,0.00002974727,0.001861383,0.001881642,0.0001572465,0.003508082,0.00002358439,0.00001367609,0.007838353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604187,"threshold_uncertainty_score":0.9992312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05945412395305055,"score_gpt":0.384828636603361,"score_spread":0.3253745126503105,"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."}}