{"id":"W3085497211","doi":"10.5430/ijba.v11n5p58","title":"Efficiency in Public Administration Focusing on Strategic Alignment","year":2020,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strategic planning; Strategic management; Strategic alignment; Strategic control; Business; Strategic financial management; Government (linguistics); Control (management); Process management; Plan (archaeology); Organizational structure; Human resources; Marketing; Management; Economics","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":[0.001208948,0.000181029,0.0003114076,0.0005473904,0.00008212849,0.0007689543,0.0008348945,0.00006250888,0.0001819984],"category_scores_gemma":[0.00168302,0.0001414058,0.0001076976,0.001014911,0.00006804045,0.0010215,0.00008710221,0.0001668672,0.00004470135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116324,"about_ca_system_score_gemma":0.0004169586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003693341,"about_ca_topic_score_gemma":0.00002721679,"domain_scores_codex":[0.9956818,0.0001090702,0.001354547,0.0003180797,0.002351064,0.000185426],"domain_scores_gemma":[0.9965133,0.0002339959,0.001075704,0.0001520437,0.001910019,0.0001149434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00612943,0.006019378,0.04382005,0.0001102759,0.000614628,0.004074913,0.002574499,0.02261389,0.01329031,0.5747448,0.006111885,0.3198959],"study_design_scores_gemma":[0.02296591,0.01064354,0.5509882,0.001552689,0.0002907797,0.001117946,0.02384834,0.07509091,0.02207013,0.2013086,0.0864201,0.003702831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6977711,0.0000896323,0.07597926,0.2145643,0.002799639,0.0002956929,0.00001528997,0.00002873967,0.008456383],"genre_scores_gemma":[0.9980283,0.000053977,0.0003525838,0.0009707094,0.0005317532,0.000004642069,0.000009405411,0.000009889997,0.00003875869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071682,"threshold_uncertainty_score":0.7415044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035896227728662,"score_gpt":0.3868070762838251,"score_spread":0.1832174535109589,"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."}}