{"id":"W3041985204","doi":"10.20998/2079-0023.2020.01.13","title":"VIRTUAL PROMOTION KNOWLEDGE MANAGEMENT TECHNOLOGY","year":2020,"lang":"en","type":"article","venue":"Bulletin of National Technical University KhPI Series System Analysis Control and Information Technologies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Promotion (chess); Knowledge management; World Wide Web; Product (mathematics); Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481525,0.0001542769,0.0003325396,0.001473222,0.0002090428,0.00007647108,0.0003193109,0.0002306679,0.00003367356],"category_scores_gemma":[0.000155474,0.0001503448,0.00009698873,0.003203144,0.0002431756,0.001460442,0.0002396182,0.0001325715,0.00007455361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000638565,"about_ca_system_score_gemma":0.00001684711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292752,"about_ca_topic_score_gemma":0.000003118745,"domain_scores_codex":[0.998953,0.0000100355,0.0004320991,0.0001884485,0.0002781603,0.0001382878],"domain_scores_gemma":[0.9985456,0.0000219643,0.0004588614,0.0001254585,0.0008392874,0.000008779249],"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":[0.0001161556,0.00003395257,0.0007281037,0.000274934,0.0002229582,0.000001574436,0.000008584632,0.0002293507,0.00009873907,0.991832,0.001311726,0.005141967],"study_design_scores_gemma":[0.003518009,0.0002535576,0.01497277,0.0001631079,0.001206203,0.00001221697,0.0211127,0.01733112,0.0002443818,0.002380729,0.9380363,0.0007688793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03765171,0.0003577935,0.2426097,0.2162951,0.0002873237,0.003041621,0.0001965776,0.01099542,0.4885648],"genre_scores_gemma":[0.9989612,0.00004058701,0.0006351406,0.0001859456,0.00002677222,0.00000818677,0.00007355672,0.000003949337,0.00006472656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894512,"threshold_uncertainty_score":0.6130884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009025049837562193,"score_gpt":0.1771159197249019,"score_spread":0.1680908698873397,"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."}}