{"id":"W2921951685","doi":"","title":"Developing Canada’s digital-ready public service","year":2019,"lang":"en","type":"article","venue":"","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Public service; Internet privacy; Public relations; Telecommunications; Computer science; Political 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":[0.002570202,0.0005416276,0.0002299209,0.002391935,0.006879482,0.007852816,0.001825741,0.002463666,0.02010376],"category_scores_gemma":[0.006235731,0.000399231,0.0006530206,0.002206412,0.002034574,0.002493751,0.003368288,0.002626089,0.001638699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1396379,"about_ca_system_score_gemma":0.5167434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952938,"about_ca_topic_score_gemma":0.9964473,"domain_scores_codex":[0.9964215,0.0002157669,0.00007076353,0.0001827076,0.001480307,0.00162902],"domain_scores_gemma":[0.9931235,0.0003391031,0.0001070079,0.0001835996,0.00343852,0.002808331],"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":[0.0001568343,0.0004116579,0.01745828,0.0005418438,0.00008312693,0.001133102,0.004196601,0.003423476,0.0034005,0.4524239,0.3673426,0.1494282],"study_design_scores_gemma":[0.00008364881,0.00008806255,0.02607211,0.0003849297,0.00004725576,0.0001274105,0.0069941,0.002476449,0.001158461,0.007381929,0.9551064,0.00007924801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1393473,0.004159006,0.01047253,0.1754878,0.00223294,0.001412442,0.007342198,0.001535894,0.6580099],"genre_scores_gemma":[0.6079448,0.003591805,0.03271689,0.02830098,0.0002355651,0.0003740946,0.004911933,0.0003430744,0.3215809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1396379,"threshold_uncertainty_score":0.997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816995833360704,"score_gpt":0.2671834247843362,"score_spread":0.2290134664507292,"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."}}