{"id":"W3157879874","doi":"","title":"Thierry Warin, PhD: Digital transformation of society","year":2021,"lang":"en","type":"article","venue":"","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Transformation (genetics); Digital transformation; Computer science; World Wide Web","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":[0.003490662,0.0006034698,0.0007823063,0.002313195,0.001267136,0.003956076,0.0005531549,0.002991061,0.02002103],"category_scores_gemma":[0.024352,0.0002403622,0.0002640006,0.001246608,0.001234677,0.002747746,0.00123437,0.004925721,0.005864646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035932,"about_ca_system_score_gemma":0.005576127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416828,"about_ca_topic_score_gemma":0.01964593,"domain_scores_codex":[0.9982136,0.0004034276,0.0001001083,0.0002937031,0.0008033004,0.0001858109],"domain_scores_gemma":[0.9823225,0.007042632,0.0006009121,0.0002654421,0.004187243,0.005581167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003620395,0.00003728763,0.001055807,0.0001379972,0.000008325408,0.0001139118,0.0005638407,0.0001449779,0.0001070321,0.01231205,0.9320465,0.05343606],"study_design_scores_gemma":[0.00002315909,0.00003252453,0.003037074,0.0008010989,0.00001501187,0.0005189334,0.001755947,0.0005454982,0.0004474096,0.01392952,0.9788616,0.00003227813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001778818,0.06727697,0.001689186,0.8804667,0.02666032,0.00002849243,0.0003462658,0.00005909763,0.02169407],"genre_scores_gemma":[0.1033905,0.267207,0.003886675,0.1095546,0.0590429,0.0001311755,0.0004170042,0.0002637098,0.4561065],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02002103,"threshold_uncertainty_score":0.06697696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797632773398682,"score_gpt":0.1896570737255151,"score_spread":0.1516807459915283,"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."}}