{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136718,0.0008543587,0.0005920189,0.005599215,0.001412283,0.007408906,0.001460846,0.002955613,0.01771082],"category_scores_gemma":[0.0124784,0.0004621188,0.001110897,0.01041551,0.0009019197,0.007059295,0.004893217,0.002968247,0.004721104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005338478,"about_ca_system_score_gemma":0.02259082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03139241,"about_ca_topic_score_gemma":0.0279051,"domain_scores_codex":[0.9953108,0.000884972,0.0004030051,0.0003030535,0.002065307,0.001032746],"domain_scores_gemma":[0.9859795,0.004773745,0.000958546,0.0007022992,0.006235186,0.001350763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002103721,0.0003180077,0.003283188,0.007045617,0.00008575599,0.0001480673,0.002501833,0.0007115855,0.0008412515,0.04658042,0.4197595,0.5185145],"study_design_scores_gemma":[0.0000104463,0.0001005713,0.004325347,0.003171696,0.0000583282,0.00003986422,0.002162324,0.000104444,0.001374166,0.001673906,0.9869615,0.00001742153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02320168,0.4152982,0.01153593,0.1318183,0.02161145,0.001714664,0.02640115,0.0007456747,0.367673],"genre_scores_gemma":[0.1249938,0.6015776,0.0121879,0.01734044,0.004820111,0.001461651,0.03027438,0.0005742652,0.2067699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03139241,"threshold_uncertainty_score":0.07230425,"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."}}