{"id":"W4205625897","doi":"10.5944/reec.40.2022.31442","title":"National Reports and Global Education Policy Diffusion","year":2021,"lang":"en","type":"article","venue":"Revista Española de Educación Comparada","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Homogeneous; Comparative education; Interpretation (philosophy); Similarity (geometry); Comparative research; Regional science; Relevance (law); Diversity (politics); International education; Conceptual framework; Higher education; Economic growth; Geography; Sociology; Social science; Economics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004297527,0.0001396192,0.0001947601,0.00006200177,0.0006011238,0.0003198482,0.0001285066,0.00009328189,0.000143859],"category_scores_gemma":[0.0008070651,0.0001299183,0.00007976382,0.000725675,0.0001928374,0.0001778125,0.00007006912,0.0001129489,0.00002358197],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062793,"about_ca_system_score_gemma":0.01137897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008517183,"about_ca_topic_score_gemma":0.0006874811,"domain_scores_codex":[0.9983289,0.0001514781,0.0002953061,0.0003058025,0.0005426399,0.0003758643],"domain_scores_gemma":[0.9987813,0.0000623146,0.0001503662,0.0001950676,0.0004515387,0.0003593883],"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":[0.000004801973,0.0003357228,0.04290659,0.0000367948,0.00001811701,0.000007120785,0.001479558,0.000009794748,0.00006483594,0.8864765,0.06158705,0.007073074],"study_design_scores_gemma":[0.00006866636,0.000007329721,0.1178776,0.00005421673,0.00001123806,0.0002272,0.003291539,0.00001279833,0.00001016631,0.02803839,0.8502398,0.0001610623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514647,0.005058586,0.00003605455,0.04814049,0.001284817,0.0002148078,0.00001724644,0.00006153269,0.09372178],"genre_scores_gemma":[0.9873058,0.000585463,0.0008117628,0.002443802,0.002162431,0.00001835171,0.00005574686,0.000008398009,0.006608253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8584381,"threshold_uncertainty_score":0.9980852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142928657998713,"score_gpt":0.3598432134941794,"score_spread":0.345550347694308,"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."}}