{"id":"W2910885397","doi":"10.5281/zenodo.1210247","title":"Proceedings Of The 19Th International Conference On Biomedical Applications Of Electrical Impedance Tomography","year":2018,"lang":"en","type":"article","venue":"ARAN (University of Galway Research Repository) (Ollscoil na Gaillimhe – University of Galway)","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Imaging phantom; Electrical impedance tomography; Electrical impedance; Biomedical engineering; Materials science; Nuclear medicine; Medicine; Engineering; Electrical engineering","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":[0.0004543349,0.0001978251,0.0004298996,0.0009201171,0.0003695315,0.00001249862,0.001641543,0.0002176926,0.00007627854],"category_scores_gemma":[0.00003721871,0.000199853,0.0003673203,0.003008897,0.002635518,0.0002262773,0.0002344326,0.0005385246,0.000007958543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171356,"about_ca_system_score_gemma":0.0001566251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004698503,"about_ca_topic_score_gemma":0.00006333544,"domain_scores_codex":[0.9975514,0.00008356498,0.0002872323,0.0003992921,0.001236655,0.0004417878],"domain_scores_gemma":[0.9975531,0.0001382265,0.0002642495,0.0003840007,0.001460708,0.0001997328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00190513,0.001899302,0.04578545,0.0008154776,0.001218784,0.00002339546,0.002988511,0.00003788642,0.9002636,0.02059498,0.01073381,0.01373368],"study_design_scores_gemma":[0.00857114,0.00853129,0.3509349,0.00193062,0.0006074663,0.00005739471,0.01032121,0.03692331,0.5567717,0.002560891,0.02095787,0.001832187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547613,0.0001171026,0.001167868,0.000336641,0.0001179235,0.0005174214,0.00006099427,0.00008070408,0.04284],"genre_scores_gemma":[0.9979763,0.0004210447,0.0007062844,0.000003569333,0.00005682672,4.51891e-7,0.000004279833,0.00001389236,0.0008173506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434919,"threshold_uncertainty_score":0.9710677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525105181469666,"score_gpt":0.2266408677489903,"score_spread":0.2113898159342936,"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."}}