{"id":"W1979438022","doi":"10.5539/ies.v4n3p36","title":"Practices and Explorations on Talent-training Mode of Self-taught Higher Education Examination","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Training (meteorology); Mode (computer interface); Mathematics education; China; Pedagogy; Psychology; Sociology; Economic growth; Political science; Economics; Computer science; Geography","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":[0.001714044,0.0001078622,0.00007927392,0.001420967,0.001379438,0.001184783,0.0005279741,0.0003004765,0.001612251],"category_scores_gemma":[0.005317479,0.0001112025,0.000106765,0.0008109231,0.001460492,0.001079655,0.001148952,0.000397133,0.00009436727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599284,"about_ca_system_score_gemma":0.002015653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151516,"about_ca_topic_score_gemma":0.008088571,"domain_scores_codex":[0.9987584,0.0005842255,0.00006122253,0.0001220066,0.0002559644,0.0002181566],"domain_scores_gemma":[0.9977224,0.001050861,0.000372541,0.0001770256,0.000315429,0.0003616746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007978706,0.0002259057,0.3624207,0.0001851018,0.0000157492,0.0010894,0.3834525,0.0002304194,0.005178085,0.02898243,0.001088005,0.2170519],"study_design_scores_gemma":[0.000008438633,0.0001905641,0.6631907,0.0003560631,0.00002523528,0.001481706,0.285751,0.002432564,0.003923867,0.006864186,0.03572656,0.00004915576],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908291,0.0002280771,0.0008625815,0.0004775005,0.000006870091,0.00001308293,0.000006454186,0.00000811266,0.007568288],"genre_scores_gemma":[0.9977301,0.0001292039,0.0003858712,0.00002095058,0.000002249468,0.000003478433,0.000005087085,0.000001951466,0.001721218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004151516,"threshold_uncertainty_score":0.01160365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3030697027397866,"score_gpt":0.5063088903439887,"score_spread":0.2032391876042021,"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."}}