{"id":"W3004741227","doi":"10.1163/24688800-00301010","title":"Lessons from the Taiwan Syllabus Project: Findings and New Directions","year":2020,"lang":"en","type":"article","venue":"International Journal of Taiwan Studies","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Curriculum; Library science; Key (lock); Political science; Pedagogy; Medical education; Sociology; Medicine; Computer science","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":[0.000344867,0.00007461508,0.0001666467,0.00005458473,0.0004346063,0.000101173,0.000358078,0.00003231079,0.00003422148],"category_scores_gemma":[0.002652379,0.00005245364,0.00007123423,0.0001557096,0.0002958924,0.0001410827,0.00006302603,0.0002173075,0.000006297872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952167,"about_ca_system_score_gemma":0.000695537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645432,"about_ca_topic_score_gemma":0.001127385,"domain_scores_codex":[0.9988917,0.00008471125,0.0002370624,0.0001091604,0.000559094,0.0001182933],"domain_scores_gemma":[0.9987572,0.000323527,0.0001681258,0.00003874454,0.0005953348,0.0001170943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005898277,0.00004212209,0.01083423,0.000002404765,0.0007297305,0.0000260321,0.4578125,0.000002640039,0.00008510178,0.009024973,0.4938591,0.02752209],"study_design_scores_gemma":[0.0002359454,0.00005405573,0.002824039,0.0000370409,0.00004963111,0.000005870852,0.1504065,0.000001465404,0.00000778061,0.001707502,0.8446053,0.0000648163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1181729,0.0152223,0.00008935756,0.8528552,0.004396849,0.00009724376,0.00002858175,0.00003881623,0.009098724],"genre_scores_gemma":[0.9895098,0.002291904,0.0005011529,0.00215298,0.00452928,0.000002176273,7.498195e-7,0.000007653637,0.0010043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8713369,"threshold_uncertainty_score":0.3342684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606781391018494,"score_gpt":0.4537455248103052,"score_spread":0.1930673857084558,"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."}}