{"id":"W2298880756","doi":"10.1387/ijdb.12705668","title":"Reverse engineering the embryo: a graduate course in developmental biology for engineering students at the University of Manitoba, Canada","year":2003,"lang":"en","type":"article","venue":"The International Journal of Developmental Biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biology; Process (computing); Comprehension; Engineering ethics; Object (grammar); Course (navigation); Graduate students; Embryo; Component (thermodynamics); Mathematics education; Computer science; Cell biology; Engineering; Mathematics; Artificial intelligence; Psychology; Physics; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137982,0.001007033,0.0004886676,0.0009610279,0.005218537,0.001636132,0.001472443,0.001823594,0.02697446],"category_scores_gemma":[0.0008525561,0.0005166036,0.0004804549,0.000446499,0.001225109,0.0006324755,0.001948946,0.001910675,0.009237607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007218097,"about_ca_system_score_gemma":0.02827439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1169279,"about_ca_topic_score_gemma":0.4544403,"domain_scores_codex":[0.9996288,0.00003458504,0.000008706488,0.00005324234,0.0001447569,0.0001298553],"domain_scores_gemma":[0.9969288,0.00004130986,0.00005014077,0.00003701692,0.0005706256,0.0023721],"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":[0.0005408902,0.006523272,0.02222583,0.0004617131,0.00001962136,0.0030336,0.01447809,0.001083323,0.049097,0.006432251,0.57063,0.3254744],"study_design_scores_gemma":[0.00009850649,0.001426923,0.03915315,0.0003290865,0.00002575977,0.001386171,0.0095118,0.0009292861,0.008503302,0.002165585,0.9363992,0.00007120732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4857115,0.01160418,0.0328237,0.1401969,0.009739505,0.00392623,0.003176588,0.002116689,0.3107047],"genre_scores_gemma":[0.1368444,0.009627602,0.04804883,0.02079926,0.0007317975,0.0008562329,0.001488945,0.0003895297,0.7812134],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1169279,"threshold_uncertainty_score":0.2324945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080438404871538,"score_gpt":0.2481985577946289,"score_spread":0.2273941737459136,"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."}}