{"id":"W6893109780","doi":"10.5281/zenodo.14583573","title":"INSTRUMENTATION OF MODERN TOOLS OF MANAGEMENT CONTROL BY CAMEROONIAN PUBLIC HOSPITALS","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Balanced scorecard; Control (management); Management control system; Instrumentation (computer programming); Data collection; Structural equation modeling","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":[],"consensus_categories":[],"category_scores_codex":[0.01098612,0.0005224767,0.0002754335,0.003077082,0.001291378,0.002933452,0.0005779741,0.000418475,0.002314453],"category_scores_gemma":[0.02744433,0.0002786657,0.0001809934,0.004003868,0.002323411,0.001533,0.001797967,0.0006857808,0.0001481109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005179049,"about_ca_system_score_gemma":0.006248485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006580825,"about_ca_topic_score_gemma":0.006760716,"domain_scores_codex":[0.9849098,0.009075711,0.001300365,0.0008164125,0.002531721,0.001365962],"domain_scores_gemma":[0.9670417,0.01366566,0.01054356,0.002009211,0.005393357,0.001346549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003294625,0.0006480096,0.7071486,0.0006646644,0.00007402736,0.0005291842,0.03564481,0.001565536,0.003033456,0.006083065,0.002206848,0.2420723],"study_design_scores_gemma":[0.00002704202,0.0008054021,0.9165632,0.0008223265,0.00004779371,0.0003295194,0.05699436,0.002492854,0.003089996,0.00148119,0.01724691,0.00009943316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877151,0.0007305471,0.002767205,0.0008307853,0.00004670874,0.0003628707,0.0002046659,0.00002923859,0.007312898],"genre_scores_gemma":[0.9968389,0.0003053892,0.002122518,0.00007623577,0.00001741017,0.0001665163,0.00007776207,0.00000337793,0.0003917449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098612,"threshold_uncertainty_score":0.05810082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679839692816941,"score_gpt":0.2737359840536621,"score_spread":0.2469375871254927,"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."}}