{"id":"W2010255985","doi":"10.1002/ase.1250","title":"Anatomy education in Namibia: Balancing facility design and curriculum development","year":2011,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Namibia; Oulun Yliopisto; Universiteit Stellenbosch","keywords":"Curriculum; Gross anatomy; Medical education; Dissection (medical); Medicine; Medical physics; Psychology; Surgery; Anatomy; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004123394,0.00009581687,0.0001068391,0.0001768836,0.00008155106,0.00001522469,0.0001595845,0.0001074428,0.0000514368],"category_scores_gemma":[0.00007879618,0.00008699197,0.00001168904,0.0004323472,0.0001863303,0.0001947187,0.0000259846,0.0001491407,0.00002332303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472135,"about_ca_system_score_gemma":0.0006276519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193669,"about_ca_topic_score_gemma":0.00006812071,"domain_scores_codex":[0.9991813,0.00003146263,0.0002021664,0.0002322169,0.0001219011,0.0002309485],"domain_scores_gemma":[0.9997327,0.00002826746,0.00002412784,0.00007991459,0.00002572175,0.0001092635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002043163,0.0002326317,0.06772446,0.00003289701,0.000005206235,6.683495e-7,0.001134589,0.00001392559,0.0001081701,0.01403144,0.0009103879,0.9158036],"study_design_scores_gemma":[0.0009629232,0.0002219702,0.6575993,0.0005240125,0.00004124281,0.00008856626,0.01768093,0.0866565,0.03441168,0.08823169,0.1116009,0.001980243],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989621,0.001230898,0.004733728,0.0001085429,0.0004049674,0.0001882676,2.662296e-7,0.0001111525,0.003601167],"genre_scores_gemma":[0.9831524,0.0001785829,0.01650035,0.00008369132,0.00001673234,0.00004539124,0.000003405617,0.000003235227,0.00001624662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138234,"threshold_uncertainty_score":0.3547429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132837105980713,"score_gpt":0.2583995579048814,"score_spread":0.2451158473068101,"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."}}