{"id":"W6982077878","doi":"","title":"The governance gap: Preparing professions for digital transformation","year":2023,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Government of Ontario","keywords":"Corporate governance; Digital transformation; Bridging (networking); Certification; Work (physics); Process (computing); Professional development; Professional studies","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008325698,0.0001924894,0.0003122057,0.001103132,0.009293417,0.01633724,0.0009245079,0.005376402,0.02190527],"category_scores_gemma":[0.02666242,0.0002220887,0.0002880624,0.001817568,0.01189806,0.01844045,0.01542628,0.00481506,0.002741544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006070274,"about_ca_system_score_gemma":0.02828491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005353179,"about_ca_topic_score_gemma":0.007198949,"domain_scores_codex":[0.9931362,0.0038194,0.0001819584,0.0004343465,0.0007703982,0.001657705],"domain_scores_gemma":[0.9852903,0.007208014,0.00124335,0.0008951789,0.0009482819,0.004414823],"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":[0.00004303986,0.0001723498,0.00437388,0.0002187853,0.000004348028,0.0003890833,0.04706119,0.0002793938,0.0002406505,0.7787183,0.05917744,0.1093215],"study_design_scores_gemma":[0.00004913724,0.00008118679,0.004540633,0.001208987,0.000008937614,0.0001861073,0.1264718,0.0007032992,0.0004464273,0.4123946,0.4538831,0.0000257633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0781365,0.004119929,0.009535464,0.608271,0.001397872,0.0001166343,0.00008069746,0.0001540652,0.2981878],"genre_scores_gemma":[0.9262426,0.00336978,0.003216134,0.03455091,0.0004453539,0.000179121,0.00009116815,0.00008871463,0.03181627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02190527,"threshold_uncertainty_score":0.07328045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825120288632059,"score_gpt":0.2661537542255472,"score_spread":0.2479025513392266,"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."}}