{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005855982,0.0001973756,0.0003211318,0.002990913,0.001546209,0.005172074,0.0006899422,0.001627462,0.003076703],"category_scores_gemma":[0.008600874,0.0001966628,0.0005148533,0.005581982,0.001660558,0.002568321,0.00178308,0.001370856,0.00008857507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747236,"about_ca_system_score_gemma":0.01522517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0469243,"about_ca_topic_score_gemma":0.05157364,"domain_scores_codex":[0.9947838,0.002592026,0.0002124017,0.0001962249,0.00058346,0.001632125],"domain_scores_gemma":[0.9936272,0.004110108,0.0009802445,0.0001772934,0.0006124148,0.000492756],"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":[0.0003500715,0.0007187133,0.1840615,0.0008382505,0.0002658224,0.001789076,0.006368945,0.02777216,0.001280235,0.7049478,0.008736433,0.06287114],"study_design_scores_gemma":[0.0002479605,0.001000489,0.5956488,0.001716025,0.0004725071,0.0004281845,0.08422281,0.07967264,0.004434767,0.1417027,0.09018014,0.0002729633],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833123,0.005787392,0.002770754,0.04400868,0.00007794005,0.0002813528,0.0004948036,0.00001809618,0.06324875],"genre_scores_gemma":[0.9953567,0.001772172,0.0003925195,0.0006728945,0.00004556179,0.000088083,0.0001105045,0.000002498008,0.001559024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0469243,"threshold_uncertainty_score":0.1267715,"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."}}