{"id":"W4285802733","doi":"10.1080/09692290.2022.2097289","title":"A critical analysis of international organizations’ and global management consulting firms’ consensus around twenty-first century skills","year":2022,"lang":"en","type":"article","venue":"Review of International Political Economy","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Citation; Commission; Underpinning; Sociology; Political science; Public relations; Accounting; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05514584,0.0002751773,0.0006615893,0.08736406,0.004220643,0.009431276,0.001429522,0.001484332,0.002356609],"category_scores_gemma":[0.2386459,0.0003560706,0.0004172607,0.09648018,0.00635826,0.007359337,0.004692311,0.001515822,0.0002624177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094582,"about_ca_system_score_gemma":0.01209113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003215,"about_ca_topic_score_gemma":0.00971881,"domain_scores_codex":[0.9614663,0.0115997,0.005759292,0.00204522,0.01770257,0.001426772],"domain_scores_gemma":[0.5092039,0.3852776,0.02682139,0.0120857,0.06478927,0.00182215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001414481,0.00005785038,0.06491768,0.006679736,0.0001821097,0.00133301,0.3836235,0.0007485388,0.002054812,0.2285588,0.02004454,0.2916581],"study_design_scores_gemma":[0.00002735068,0.0001265336,0.1696471,0.0124036,0.0002720148,0.0007233971,0.3680836,0.001357397,0.003298122,0.05281032,0.3910802,0.0001703049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223727,0.06930801,0.009318688,0.0436951,0.001305959,0.0005142792,0.003432629,0.0001231451,0.1499295],"genre_scores_gemma":[0.9693597,0.02012315,0.004359124,0.001176717,0.0005114871,0.0003309853,0.001278537,0.0000601004,0.002800325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08736406,"threshold_uncertainty_score":0.2916426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008505081889822472,"score_gpt":0.2674349031514462,"score_spread":0.2589298212616238,"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."}}