{"id":"W3204058717","doi":"10.3968/12242","title":"Research on the Trends and Features of Enterprise Digital Transformation: Based on the WOS Database","year":2021,"lang":"en","type":"article","venue":"Canadian social science","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Computer science; Context (archaeology); The Internet; Data science; Knowledge management; World Wide Web; Engineering management; Engineering","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002630704,0.0003568691,0.0006185643,0.03663319,0.001391815,0.0062825,0.0008725775,0.0004647862,0.003514668],"category_scores_gemma":[0.01227161,0.0002058527,0.0008031073,0.08412992,0.00080983,0.01071719,0.001829734,0.0005002152,0.0010429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224444,"about_ca_system_score_gemma":0.002959949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136457,"about_ca_topic_score_gemma":0.01430731,"domain_scores_codex":[0.9968996,0.0003938954,0.0007150136,0.000590904,0.00117866,0.0002218979],"domain_scores_gemma":[0.9896717,0.003639187,0.002657532,0.0009345249,0.002680608,0.0004164019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189228,0.0001649605,0.5171494,0.002244277,0.0003064914,0.0007969788,0.01178872,0.001118515,0.002869987,0.04514724,0.01409072,0.4041038],"study_design_scores_gemma":[0.00003663342,0.0001704974,0.7566497,0.001517709,0.0005579336,0.001177425,0.04686873,0.02268596,0.004972137,0.0257076,0.1394937,0.0001618886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8485792,0.01033625,0.02490433,0.004416719,0.0003701062,0.000616978,0.03646551,0.0006855896,0.07362521],"genre_scores_gemma":[0.9473027,0.006944998,0.01874891,0.0002416121,0.0002232319,0.0003313017,0.02153131,0.0001008519,0.00457497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9633668,"threshold_uncertainty_score":0.02259684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711624995839831,"score_gpt":0.264092157133118,"score_spread":0.2269759071747197,"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."}}