{"id":"W4291245160","doi":"","title":"Proceedings of the Moo-Young Symposium on Biotechnology and Bioengineering. Waterloo, Ontario, Canada. September 6-7, 2002.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering; Biotechnology; Library science; Biology; 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":[0.00007944797,0.0001210796,0.0001165547,0.00006853427,0.00002336308,0.00001119169,0.0001032028,0.0001130059,0.00002148744],"category_scores_gemma":[0.00002157694,0.0000884392,0.00002010444,0.0002156507,0.00003566,0.00003672692,0.00001401225,0.0001838207,0.000001290759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934907,"about_ca_system_score_gemma":0.00003049949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03565528,"about_ca_topic_score_gemma":0.06812558,"domain_scores_codex":[0.9993365,0.000001799569,0.0001395804,0.0001211712,0.0001245367,0.0002763447],"domain_scores_gemma":[0.9997736,0.00001035379,0.00001745127,0.00009843797,0.0000190607,0.00008115553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005677285,0.0005485544,0.07858537,0.006106279,0.001341325,0.00001752801,0.004408662,0.02195731,0.1005349,0.02553453,0.7070348,0.053874],"study_design_scores_gemma":[0.0005794325,0.00002946268,0.3994004,0.00007820279,0.00005623385,0.00007395922,0.00009612954,0.00168063,0.2108601,0.00008709265,0.3864856,0.0005727264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875588,0.0001545261,0.00002412514,0.0005664446,0.001255285,0.0002804608,0.000005091297,0.0001402472,0.01001499],"genre_scores_gemma":[0.9968796,0.00001903398,0.00007155842,0.00002721171,0.00002733988,0.0001577406,8.907293e-7,0.00001939853,0.002797189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3208151,"threshold_uncertainty_score":0.9707664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00384631159314875,"score_gpt":0.1348853233368444,"score_spread":0.1310390117436957,"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."}}