{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002206367,0.00005721273,0.000197308,0.0000291764,0.00004570518,0.000003504879,0.0001077128,0.000007438341,0.000180785],"category_scores_gemma":[0.000002974432,0.00006352112,0.0000173069,0.0001350194,0.00003482557,0.00007981678,0.0003030473,0.00003228644,0.000007459088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009371166,"about_ca_system_score_gemma":0.00002468159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005585753,"about_ca_topic_score_gemma":0.0000123023,"domain_scores_codex":[0.9993068,0.00000313955,0.0004473494,0.0001350857,0.00002510276,0.00008250194],"domain_scores_gemma":[0.9997211,0.00000472172,0.0001728257,0.00009106341,0.000002545005,0.000007715355],"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":[0.00001047727,0.0002074788,0.0223177,0.001035545,0.00001088661,0.000001612197,0.0002907838,0.002720788,0.000006191304,0.04623201,0.0009405303,0.926226],"study_design_scores_gemma":[0.0002206306,0.000009668316,0.1883957,0.0002656606,0.00000261133,0.000002032721,0.00002928652,0.000369347,0.00001553809,0.0008668967,0.8096965,0.0001261219],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916885,0.002001369,0.00004205904,0.0001673303,0.00005860335,0.0001912447,0.00001742389,0.000001243667,0.005832154],"genre_scores_gemma":[0.9525369,0.03980038,0.007152611,0.0002474885,0.000003023757,0.00007776901,0.00001730333,0.000005337492,0.0001591424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9260999,"threshold_uncertainty_score":0.2590316,"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."}}