{"id":"W4386919162","doi":"10.54394/rrid1984","title":"Digital transformation of social security administration and services","year":2023,"lang":"en","type":"book","venue":"ILO eBooks","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Social Services, Australian Government","keywords":"Administration (probate law); Digital transformation; Social security; Key (lock); Business; Transformation (genetics); Political science; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006323324,0.0001936999,0.0001067544,0.001554887,0.00260747,0.006862403,0.0003056556,0.0007710371,0.006425603],"category_scores_gemma":[0.001250021,0.00009242986,0.0002147143,0.002680877,0.00754612,0.003235491,0.003497888,0.001085812,0.001033932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01322498,"about_ca_system_score_gemma":0.01425873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1059406,"about_ca_topic_score_gemma":0.1210688,"domain_scores_codex":[0.9988315,0.000326023,0.00002606198,0.0000572398,0.0004351492,0.0003239848],"domain_scores_gemma":[0.9995998,0.0001072017,0.00003701663,0.00005488763,0.000085732,0.0001154603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008307854,0.00002771243,0.001470494,0.00007896117,0.000004481555,0.0001517467,0.006159154,0.001264037,0.0002173592,0.863978,0.0279167,0.09872305],"study_design_scores_gemma":[0.000003193308,0.00001345734,0.004450535,0.000242116,0.000002997305,0.0001546582,0.009837357,0.0007945207,0.0002579311,0.06045845,0.9237753,0.000009499359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03243778,0.006110267,0.001652505,0.01383162,0.0002417674,0.00003757729,0.00008569816,0.00005685567,0.9455459],"genre_scores_gemma":[0.8051586,0.01631941,0.001958213,0.001850947,0.0002046537,0.00004110649,0.0001931401,0.00006076571,0.1742131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1059406,"threshold_uncertainty_score":0.210648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347128657426534,"score_gpt":0.2549430817830112,"score_spread":0.2414717952087458,"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."}}