{"id":"W2924393243","doi":"10.1080/00094056.2019.1593757","title":"School Leadership and Education Diplomacy","year":2019,"lang":"en","type":"article","venue":"Childhood Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"General partnership; Diplomacy; Context (archaeology); Face (sociological concept); Political science; Lifelong learning; Sustainable development; Public relations; Pedagogy; Sociology; Economic growth; Politics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003651304,0.0001302712,0.0001167211,0.0001831618,0.000369293,0.0002063145,0.0001768742,0.0001021213,0.001664958],"category_scores_gemma":[0.0003197854,0.0001413407,0.00003687296,0.0003480803,0.00007746097,0.0005123629,0.00002311464,0.0001647366,0.001471429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127325,"about_ca_system_score_gemma":0.008498736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003548432,"about_ca_topic_score_gemma":0.00004620773,"domain_scores_codex":[0.9987785,0.0001149267,0.0002028615,0.0003295723,0.0002819047,0.0002922604],"domain_scores_gemma":[0.9990873,0.00005862018,0.0001017826,0.0002467096,0.0001580879,0.0003474818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005686716,0.001075522,0.4023542,0.0000473035,0.00003073932,5.197134e-8,0.1171868,0.000001142672,0.00008083186,0.1269151,0.06580237,0.2865002],"study_design_scores_gemma":[0.0001450318,0.00001733065,0.8139117,0.00008024559,0.000008883607,0.000002366631,0.05028334,2.644162e-7,0.00004613605,0.008217325,0.1270802,0.000207213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.768382,0.001574177,0.000004634077,0.01077338,0.002241744,0.0006371181,6.623017e-7,0.0001108658,0.2162754],"genre_scores_gemma":[0.9602103,0.0002379035,0.000702676,0.004080358,0.0009950454,0.00005775455,0.00003859999,0.00001841695,0.03365891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115576,"threshold_uncertainty_score":0.999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759445564344077,"score_gpt":0.2987047686255031,"score_spread":0.2811103129820623,"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."}}