{"id":"W2891221095","doi":"","title":"Digital agency to empower equity in education : Summary Report","year":2017,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitetet i Oslo; University of Mumbai; Victoria University of Wellington; Tel Aviv University; Victoria University; Curtin University of Technology; Tata Trusts; Griffith University; University of North Texas; University of Wollongong; Al Akhawayn University in Ifrane; Itä-Suomen Yliopisto; Université de Sherbrooke; Vrije Universiteit Brussel; King's College London; Dublin City University; Universiteit van Amsterdam; Monash University; Université Laval; West Virginia University; University of Canterbury; Tata Institute of Social Sciences; Manchester Metropolitan University; University of Otago; Arizona State University; Nova Southeastern University; Kasetsart University","keywords":"Agency (philosophy); Equity (law); Public relations; Empowerment; Political science; Economic growth; Business; Sociology; Economics; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945542,0.0001189488,0.0001420996,0.0003199142,0.0004453999,0.000333781,0.0006541384,0.0001024477,0.0005747298],"category_scores_gemma":[0.0002216719,0.0001408009,0.00004921063,0.0003311484,0.0001327726,0.001486082,0.000292108,0.0001562331,0.0006082262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434382,"about_ca_system_score_gemma":0.0005222141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005894629,"about_ca_topic_score_gemma":0.001790974,"domain_scores_codex":[0.9987391,0.00005959232,0.0001966267,0.0003793361,0.0002956953,0.000329706],"domain_scores_gemma":[0.998883,0.00003059666,0.0001788253,0.0005670202,0.0001799454,0.0001606054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000447395,0.00019015,0.9173012,0.00001545818,0.00001125116,0.00009850266,0.007342262,6.913007e-8,0.00004260529,0.01984274,0.002750566,0.0523604],"study_design_scores_gemma":[0.0001234781,0.000009603017,0.6196818,0.00005316771,0.000003218952,0.000003660018,0.003845522,7.694942e-7,0.0000118529,0.000500355,0.3756406,0.0001259529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4141997,0.000005026649,0.0001148678,0.004171994,0.0007498384,0.000184174,0.000004740196,0.00001868627,0.580551],"genre_scores_gemma":[0.8351932,0.000005754563,0.0002057729,0.0003546581,0.000329753,0.000002069647,0.00002419993,0.000008508777,0.1638761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4209935,"threshold_uncertainty_score":0.781772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494771556995858,"score_gpt":0.376327872256465,"score_spread":0.3013801566865064,"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."}}