{"id":"W7009632948","doi":"","title":"ERIC ED449760: Teaching and Learning Strategies That Promote Access, Equity, and Excellence in University Education.","year":2001,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tanzania; Excellence; Mainstream; Higher education; Graduate students; Small group learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001125273,0.0006072083,0.0002516019,0.001190629,0.0007498933,0.001655986,0.001145973,0.002155113,0.3029889],"category_scores_gemma":[0.0015115,0.0002213269,0.0001319068,0.001409778,0.0003661816,0.00193953,0.001686202,0.0006322333,0.1157316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000676989,"about_ca_system_score_gemma":0.001313305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160401,"about_ca_topic_score_gemma":0.01216151,"domain_scores_codex":[0.999721,0.00009989059,0.00001547687,0.00001705083,0.0001015037,0.00004497542],"domain_scores_gemma":[0.9993761,0.0001829046,0.00004471131,0.00003201,0.00009704017,0.0002672314],"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":[0.00003985874,0.000134075,0.0001680342,0.0002794565,0.000001455923,0.0001150047,0.000283222,0.0000421303,0.0003130548,0.002076405,0.6324871,0.3640602],"study_design_scores_gemma":[0.00002857092,0.00006519727,0.001962545,0.0003036392,0.000002549808,0.0001501507,0.0003212622,0.00003759902,0.0002060163,0.0005972996,0.9963211,0.000004065037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002294261,0.009881408,0.001399917,0.004618287,0.001034318,0.0003133831,0.0009299235,0.0008354188,0.978693],"genre_scores_gemma":[0.005580478,0.007779137,0.002250711,0.001634961,0.0002392279,0.0001988959,0.0005822063,0.0001357149,0.9815987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3029889,"threshold_uncertainty_score":0.9942018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282412343450677,"score_gpt":0.2305181469368539,"score_spread":0.2176940235023471,"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."}}