{"id":"W4385388628","doi":"10.18280/ijsse.130317","title":"Personnel Management in the System of Ensuring Safety and Security of the Engineering Enterprise in the Conditions of Industry 4.0","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Business; Computer security; Risk analysis (engineering); Process management; Computer science; Medicine","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":[0.001100746,0.00009135978,0.0002363629,0.0003360189,0.00003479553,0.00002974615,0.0004121704,0.00007199081,0.000005003489],"category_scores_gemma":[0.0000789402,0.00005674061,0.00009704268,0.0003736673,0.00003836933,0.0002009906,0.0001473695,0.0003268255,2.593538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003543737,"about_ca_system_score_gemma":0.000004475369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163193,"about_ca_topic_score_gemma":0.00003105477,"domain_scores_codex":[0.9989597,0.00001687637,0.0006047253,0.00008113607,0.0002372924,0.0001002863],"domain_scores_gemma":[0.9993401,0.0001471126,0.0003387056,0.00009992021,0.00006768946,0.000006471663],"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":[0.0002911479,0.000327708,0.1726149,0.003248938,0.001371485,0.0002179317,0.01469624,0.1866458,0.00101201,0.6177131,0.00008480867,0.001775944],"study_design_scores_gemma":[0.002685871,0.00003399477,0.5731391,0.003571668,0.0002323263,0.0001357536,0.05168111,0.3628823,0.0001593977,0.002030959,0.003104268,0.000343278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982787,0.0001394807,0.0002036847,0.0006788087,0.0001545016,0.0001140463,0.0000141842,0.000008442285,0.0004080877],"genre_scores_gemma":[0.9996972,0.0001546707,0.00001492073,0.00002394147,0.00009782999,0.00000257184,0.000002154243,0.000004625951,0.000002092632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6156821,"threshold_uncertainty_score":0.2313815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007251204658026121,"score_gpt":0.1948731758578982,"score_spread":0.1876219711998721,"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."}}