{"id":"W4310841199","doi":"10.18280/ijsse.120511","title":"Modeling of the Assessment System of the Main Risks of Investing in Engineering Enterprises in the Conditions of the Development of the Knowledge Economy","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Risk analysis (engineering); Context (archaeology); Process (computing); Investment (military); Computer science; Process management; Business; Knowledge management; Management science; Engineering","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":[0.000712045,0.0001226505,0.0002528568,0.0001045488,0.0000588769,0.000005131371,0.0006438606,0.00002981333,0.000002727251],"category_scores_gemma":[0.00006502734,0.00007201746,0.0001405297,0.000212071,0.00004973378,0.00007386509,0.0003176176,0.0004176199,1.73752e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599978,"about_ca_system_score_gemma":0.00004599732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003693131,"about_ca_topic_score_gemma":0.00003970311,"domain_scores_codex":[0.9986076,0.00005704577,0.0008424452,0.00006426681,0.0003190063,0.000109675],"domain_scores_gemma":[0.9993342,0.000185016,0.0002780589,0.0001460144,0.00004202937,0.00001467423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005707989,0.00003911018,0.007710433,0.0002820217,0.0001259976,4.330705e-7,0.005494973,0.9816915,0.003464096,0.001108081,0.000001783356,0.00007584725],"study_design_scores_gemma":[0.0006067891,0.00001950342,0.1676732,0.001881064,0.00004136033,0.00004181525,0.004236019,0.818786,0.006342271,0.00008864567,0.0001585878,0.0001246626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941217,0.0006211923,0.004136748,0.0001000559,0.0005274077,0.0001518646,0.00004527304,0.000004547169,0.0002912438],"genre_scores_gemma":[0.9996045,0.00005603506,0.0002883264,0.000003716443,0.000024846,0.000009190774,6.455748e-7,0.00001128899,0.000001453592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629055,"threshold_uncertainty_score":0.2936787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535225728371517,"score_gpt":0.233697348775285,"score_spread":0.2183450914915699,"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."}}