{"id":"W1996988463","doi":"10.1109/memb.2008.930029","title":"Retrospective: student events at EMBC'08 [Student's Corner]","year":2009,"lang":"en","type":"article","venue":"IEEE Engineering in Medicine and Biology Magazine","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Exhibition; Convention; Downtown; Library science; Engineering; Engineering ethics; Medical education; Medicine; Political science; Computer science; Art history; History; Law; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002486025,0.0002744083,0.0003992031,0.0002698648,0.0000293974,0.000005625602,0.0001659525,0.0001920025,0.00007503956],"category_scores_gemma":[0.00004833331,0.0002270264,0.00003208203,0.000349415,0.00005699137,0.00005695217,0.00002566576,0.0003410553,0.00004446392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854506,"about_ca_system_score_gemma":0.000005940872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005019059,"about_ca_topic_score_gemma":0.000006077903,"domain_scores_codex":[0.9988084,0.00001313172,0.0003490353,0.0002870563,0.0001343819,0.0004079748],"domain_scores_gemma":[0.9995524,0.00004296799,0.00002389406,0.0001944985,0.00002392456,0.00016226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009491119,0.0007225712,0.2856608,0.001126275,0.00048721,0.0001715489,0.005133068,0.03663412,0.5508951,0.003016353,0.08807117,0.02798685],"study_design_scores_gemma":[0.001522864,0.0004328165,0.9759678,0.0002244978,0.00002800038,0.00004799606,0.00002627631,0.009001835,0.000311695,0.0001535385,0.0119076,0.0003750737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920534,0.001971473,0.001504033,0.0008351709,0.001995527,0.0001740687,0.000003803864,0.0003684423,0.001094069],"genre_scores_gemma":[0.9975977,0.001023066,0.0002298044,0.0001629109,0.0006409012,0.00002023976,0.00003020903,0.00002475167,0.0002704174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.690307,"threshold_uncertainty_score":0.9257868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489661512570725,"score_gpt":0.2843440966796258,"score_spread":0.2694474815539186,"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."}}