{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018859,0.00005122102,0.00007130487,0.00003970956,0.000002637208,0.000002122666,0.00002728135,0.00005227834,0.00002085069],"category_scores_gemma":[0.000025025,0.00004111022,0.000006416254,0.0001123939,0.00001850522,0.00002790993,0.000007849056,0.00006818555,0.00000667201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600072,"about_ca_system_score_gemma":0.000003903673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003208881,"about_ca_topic_score_gemma":0.000002649942,"domain_scores_codex":[0.9997458,0.000001461995,0.00007306725,0.00005573856,0.000024229,0.00009964166],"domain_scores_gemma":[0.9998487,0.00001897483,0.000002020817,0.00004328079,0.000005702953,0.00008132414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001351636,0.0001353172,0.0342687,0.002476128,0.0002397848,0.00000943741,0.0269753,0.08116847,0.07112846,0.05821859,0.5931346,0.1322317],"study_design_scores_gemma":[0.001284839,0.00007385918,0.01248608,0.00008171966,0.000006746525,0.00001535359,0.0004198912,0.8563146,0.0004182279,0.001323229,0.1272663,0.0003091922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119413,0.003775961,0.06375638,0.003265335,0.00188178,0.0001352541,0.000001234343,0.00111341,0.01412927],"genre_scores_gemma":[0.9970798,0.00009975835,0.002565064,0.00005610409,0.0001253581,0.000005603128,0.000004198621,0.000008329083,0.00005580062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751461,"threshold_uncertainty_score":0.1676426,"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."}}