{"id":"W4407610011","doi":"10.1142/14276","title":"Emerging Technologies and Dynamic Decision Making","year":2025,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Dynamic decision-making; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244683,0.0009510878,0.0006061092,0.0009106979,0.0005286385,0.006311588,0.0008453429,0.001328779,0.01504455],"category_scores_gemma":[0.003588196,0.000468408,0.0004467376,0.002099673,0.003781214,0.008813267,0.001375845,0.002768291,0.003403867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176901,"about_ca_system_score_gemma":0.001556852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444896,"about_ca_topic_score_gemma":0.001719401,"domain_scores_codex":[0.9992113,0.0002432959,0.00003557229,0.0001057796,0.0003561017,0.00004787286],"domain_scores_gemma":[0.9975041,0.001974951,0.00008899278,0.0001912206,0.000161327,0.00007949139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001178328,0.00002281285,0.0001041446,0.0001298809,0.00001556853,0.00006862165,0.0002330384,0.00413869,0.0002193936,0.9094415,0.02371122,0.06190343],"study_design_scores_gemma":[0.00000431755,0.00000535968,0.00007831412,0.00008183411,0.000004147493,0.00004174168,0.0001202708,0.003464161,0.00008318927,0.8871844,0.1089265,0.000005722514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005374609,0.0686364,0.1684823,0.01596605,0.002795084,0.00007808664,0.0002353313,0.0002498007,0.7381824],"genre_scores_gemma":[0.302,0.1014206,0.130889,0.004594688,0.004553366,0.0004369908,0.0007848832,0.000309713,0.4550107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01504455,"threshold_uncertainty_score":0.05032903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304208001421891,"score_gpt":0.2881025904683626,"score_spread":0.2576817903261734,"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."}}