{"id":"W4317825858","doi":"10.55365/1923.x2022.20.93","title":"Development of Digital Innovations in Company Financial Management","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novelty; Relevance (law); Process (computing); Business; Digitization; Financial management; Digital asset management; Computer science; Knowledge management; Finance; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088323,0.0001956672,0.0001915052,0.002582349,0.0006778599,0.003799732,0.0003727919,0.0008059074,0.002523685],"category_scores_gemma":[0.009296445,0.0000995531,0.0002475829,0.002748552,0.002280238,0.003988882,0.000933634,0.0008857121,0.0002042826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003179315,"about_ca_system_score_gemma":0.004346716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395083,"about_ca_topic_score_gemma":0.001242117,"domain_scores_codex":[0.9969459,0.001699731,0.0001756033,0.0001644526,0.0008719194,0.0001422597],"domain_scores_gemma":[0.9897605,0.007107809,0.001166644,0.0003050706,0.001399432,0.0002604972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004951989,0.0001647965,0.01052598,0.003362907,0.00005044412,0.0002558536,0.003701983,0.00120479,0.0007413125,0.3964014,0.007395595,0.5761455],"study_design_scores_gemma":[0.00003156156,0.0003761749,0.06985535,0.01375582,0.000147635,0.001384071,0.01516312,0.002648754,0.002859392,0.247562,0.6461529,0.00006320502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1348915,0.4020755,0.01515483,0.06654987,0.002285028,0.0003562199,0.000211402,0.00006226449,0.3784134],"genre_scores_gemma":[0.8322977,0.1472076,0.007851133,0.002731967,0.001138491,0.0001172345,0.00006720068,0.000009555757,0.008579072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003799732,"threshold_uncertainty_score":0.02306765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147314815955661,"score_gpt":0.1946368426974859,"score_spread":0.1799053611019198,"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."}}