{"id":"W2071625933","doi":"10.17722/ijme.v4i1.180","title":"Influence of Strategic Management Process on Trans-Nzoia Teachers Sacco Performance","year":2014,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process management; Business; Process (computing); Operations management; Industrial organization; Computer science; Economics; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.001054151,0.0001687443,0.0001989551,0.0002255089,0.0001608306,0.0001266465,0.001481188,0.00004518518,0.0001053952],"category_scores_gemma":[0.00002033578,0.0001408611,0.0001236101,0.0002558496,0.0002302667,0.0005159056,0.00008278929,0.0001635394,0.00003609213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520142,"about_ca_system_score_gemma":0.00002375619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005787013,"about_ca_topic_score_gemma":0.00001761622,"domain_scores_codex":[0.9971902,0.00009103899,0.0005667597,0.0002210769,0.001652254,0.0002787186],"domain_scores_gemma":[0.9987422,0.00003959146,0.0005115331,0.0001552531,0.0004470827,0.0001043239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001046045,0.001671536,0.01709156,0.000808444,0.001814744,0.0003173152,0.01587535,0.182734,0.0003622581,0.5461249,0.002414078,0.2297398],"study_design_scores_gemma":[0.01163842,0.003264705,0.2974524,0.007644325,0.0009707006,0.0000480391,0.1524347,0.001923063,0.003466858,0.09847227,0.4199659,0.002718633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360604,0.00003770871,0.0001824137,0.001471383,0.0004042939,0.0002031194,0.000001770625,0.0000185883,0.1616203],"genre_scores_gemma":[0.9956674,0.001351501,0.0003354138,0.0003278791,0.0001579871,0.000009155747,0.000001262948,0.000007744173,0.00214164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4476527,"threshold_uncertainty_score":0.5744149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802718621603428,"score_gpt":0.3064452100675547,"score_spread":0.2884180238515204,"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."}}