{"id":"W4233421889","doi":"10.1109/embc.2015.7318239","title":"Engineering in medicine and biology society","year":2015,"lang":"en","type":"article","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Czech; Center (category theory); Accommodation; Library science; Art history; History; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290281,0.0006783728,0.000488734,0.001144175,0.001231869,0.004198829,0.0007066288,0.001782675,0.1917215],"category_scores_gemma":[0.004074505,0.0002423874,0.0003984536,0.0007934931,0.001341682,0.001504604,0.003550248,0.003176122,0.1428014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388119,"about_ca_system_score_gemma":0.004104905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242965,"about_ca_topic_score_gemma":0.002177989,"domain_scores_codex":[0.9986801,0.0001569039,0.000110529,0.0002631477,0.0006390378,0.0001502961],"domain_scores_gemma":[0.9958287,0.0002973012,0.0001928221,0.0005023112,0.002196698,0.0009823058],"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":[0.00005425234,0.00006744501,0.001015866,0.0003218761,0.00001834936,0.0001973819,0.000218049,0.0001712948,0.003458447,0.03666776,0.5260425,0.4317667],"study_design_scores_gemma":[0.000002031968,0.00001621638,0.0003709505,0.00006108755,0.000002161413,0.0001633284,0.00002584977,0.00003523897,0.0001873014,0.001275256,0.9978574,0.000003245887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002463097,0.04985138,0.01151645,0.04462409,0.04450422,0.0001983358,0.0005379486,0.0008429579,0.8454615],"genre_scores_gemma":[0.01382785,0.02597247,0.004176696,0.006939674,0.005566557,0.0001374517,0.0005168681,0.0001415685,0.9427208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1917215,"threshold_uncertainty_score":0.6413724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016996292418006,"score_gpt":0.2586705182775817,"score_spread":0.2185005553534016,"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."}}