{"id":"W4214888165","doi":"10.1109/focs52979.2021.00007","title":"FOCS 2021 Program Committee","year":2022,"lang":"en","type":"article","venue":"","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01177891,0.001129539,0.0009272741,0.002867238,0.003047037,0.006204587,0.003157812,0.007301284,0.4182152],"category_scores_gemma":[0.01293867,0.0006914928,0.001252501,0.001154955,0.0007731801,0.001668983,0.004084856,0.003851637,0.27037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533858,"about_ca_system_score_gemma":0.04129371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588812,"about_ca_topic_score_gemma":0.03556473,"domain_scores_codex":[0.9936895,0.0006822034,0.000169219,0.0003862208,0.0033836,0.001689183],"domain_scores_gemma":[0.973497,0.001049064,0.0006971092,0.0007494058,0.0126089,0.01139846],"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":[0.00005331068,0.00008028834,0.0001727248,0.00007963117,0.000003455858,0.00001691185,0.00001031588,0.000084393,0.0001017629,0.002077484,0.9770025,0.02031717],"study_design_scores_gemma":[0.00002597191,0.00003836405,0.0005838575,0.000101791,0.000003092725,0.00002012061,0.00002058472,0.0001031231,0.0001266253,0.0007112653,0.9982607,0.000004580892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00217832,0.002741121,0.003802948,0.06847849,0.0482989,0.002853203,0.01436951,0.001541511,0.855736],"genre_scores_gemma":[0.003235898,0.001015321,0.001475108,0.009157456,0.00417846,0.0006819074,0.006868036,0.0004311266,0.9729566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4182152,"threshold_uncertainty_score":0.8298453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148467776705921,"score_gpt":0.3922208324422513,"score_spread":0.3773740547716591,"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."}}