{"id":"W3130792716","doi":"10.5430/ijba.v12n2p36","title":"The Stra.Tech.Man Scorecard","year":2021,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Aegean; Trakya Üniversitesi","keywords":"Balanced scorecard; Audit; Strategic control; Process management; Strategic management; Strategy map; Business; Function (biology); Computer science; Strategic planning; Strategic financial management; Accounting; Marketing","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004268925,0.0001184947,0.0001228483,0.0001521796,0.0002061426,0.001203972,0.0004883765,0.00004299737,0.0001591503],"category_scores_gemma":[0.0006678998,0.00009041336,0.00008465882,0.0004345818,0.00005010332,0.001249232,0.0001150199,0.0001271171,0.00007130845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005783118,"about_ca_system_score_gemma":0.0002138628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001275387,"about_ca_topic_score_gemma":0.00006169714,"domain_scores_codex":[0.9983944,0.00001121133,0.0005224375,0.0001317033,0.0008084215,0.0001318761],"domain_scores_gemma":[0.9951931,0.00006575615,0.0006714136,0.0001339473,0.003924264,0.00001151797],"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":[0.0007646445,0.001107582,0.08913093,0.0001994,0.001139905,0.00189504,0.00009394131,0.004268739,0.006473695,0.679556,0.09167863,0.1236915],"study_design_scores_gemma":[0.001356903,0.00002861955,0.2688012,0.0002370937,0.0001650279,0.0004249362,0.0006997992,0.001212412,0.001966988,0.02491977,0.6997899,0.0003973847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7395416,0.0007245833,0.04640586,0.1497141,0.02061301,0.000334968,0.00001160099,0.0001657647,0.04248847],"genre_scores_gemma":[0.9932912,0.00008377391,0.0003395899,0.001618462,0.004187067,0.000002024036,0.00004596475,0.00001724007,0.0004146962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6546363,"threshold_uncertainty_score":0.9998329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216455577324976,"score_gpt":0.2336423062111326,"score_spread":0.2214777504378828,"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."}}