{"id":"W4221036177","doi":"10.1109/iccci54379.2022.9740900","title":"Role of Artificial Intelligence in Financial Management","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Computer Communication and Informatics (ICCCI)","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Financial management; Automation; Computer science; Finance; Process (computing); Financial analysis; Risk management; Accounting management; Financial services; Marketing and artificial intelligence; Risk analysis (engineering); Knowledge management; Business; Artificial intelligence; Engineering; Intelligent decision support system; Accounting","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":[0.003638354,0.0005632188,0.000527059,0.001873483,0.0009739352,0.005252684,0.0007096755,0.001792076,0.002293007],"category_scores_gemma":[0.006386433,0.0002159272,0.0002994016,0.001597435,0.005764661,0.004925258,0.001650738,0.00257175,0.000457715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639751,"about_ca_system_score_gemma":0.001482874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245209,"about_ca_topic_score_gemma":0.0007909163,"domain_scores_codex":[0.9975408,0.001324072,0.0001073085,0.0002105909,0.0007158564,0.0001013482],"domain_scores_gemma":[0.9926209,0.005883591,0.0003645192,0.0003304491,0.0005887455,0.0002116838],"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":[0.00002200814,0.00005219236,0.001215935,0.0005097392,0.00005369077,0.0001420918,0.000473718,0.004547005,0.0003988451,0.8971419,0.004360323,0.09108251],"study_design_scores_gemma":[0.00000976241,0.00004681967,0.0009185925,0.0006642995,0.00001773773,0.0001225977,0.0003749428,0.007655391,0.0003196293,0.9042047,0.08563027,0.0000352508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03352183,0.3042874,0.1637256,0.09862478,0.00276596,0.0001452935,0.0001630471,0.0002890015,0.3964772],"genre_scores_gemma":[0.7503674,0.1520167,0.06949834,0.007774686,0.004815517,0.0001958483,0.0001030955,0.0000691239,0.01515926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005252684,"threshold_uncertainty_score":0.01924169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436118609741358,"score_gpt":0.2420136458180996,"score_spread":0.1984017848439638,"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."}}