{"id":"W2017313326","doi":"10.5539/ies.v5n5p129","title":"Promoting Teaching Excellence of Universities in Taiwan: Policy Analysis with a Special Reference to Educational Equality","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Higher education; Government (linguistics); Context (archaeology); Political science; Christian ministry; Globalization; World class; Education policy; Comparative education; Educational research; Class (philosophy); Public administration; Public relations; Economic growth; Sociology; Pedagogy; Economics; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001005081,0.0001065215,0.0002063556,0.000680335,0.0002084253,0.00003162413,0.0002754733,0.00003627602,0.0001981202],"category_scores_gemma":[0.001213197,0.00009711558,0.0000529636,0.0008785886,0.0002006626,0.0006777895,0.00007136936,0.0001101882,0.00001661799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172342,"about_ca_system_score_gemma":0.002179663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677885,"about_ca_topic_score_gemma":0.003988468,"domain_scores_codex":[0.9984492,0.0001490428,0.0003331517,0.0001832078,0.0006249032,0.0002605171],"domain_scores_gemma":[0.9979995,0.0002021031,0.0002145692,0.0001111975,0.001353793,0.0001188769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002573605,0.0004017681,0.1418131,0.00001785599,0.000224811,4.766405e-8,0.1975476,0.00004217572,0.00001103245,0.6563051,0.001359707,0.002251024],"study_design_scores_gemma":[0.0001208221,0.00003534738,0.2555801,0.0001372702,0.00005887014,8.913071e-7,0.5980985,0.000004113908,0.00001938206,0.00732327,0.1384063,0.0002152333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410955,0.0002181301,0.00003831758,0.03125747,0.0009518254,0.0001370432,0.00003891138,0.00001141672,0.1262514],"genre_scores_gemma":[0.986464,0.00004704092,0.001553674,0.0003358429,0.001622856,0.00004608191,0.0000278779,0.000004449183,0.009898232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6489819,"threshold_uncertainty_score":0.9897685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172607585935113,"score_gpt":0.4550704723339692,"score_spread":0.373344396474618,"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."}}