{"id":"W6950009806","doi":"10.5281/zenodo.6481548","title":"Episimmer : Epidemic Simulation Platform","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Proteogenomics; Triacetin; Fusible alloy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002537872,0.0002174427,0.0001952275,0.0004125056,0.0007385786,0.0002626528,0.0006273254,0.0001437181,0.2280105],"category_scores_gemma":[0.0001267912,0.0002497995,0.00005321488,0.0003071107,0.00003947965,0.0001167041,0.0004424137,0.0003880876,0.004317182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106721,"about_ca_system_score_gemma":0.000001588832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000123966,"about_ca_topic_score_gemma":3.676512e-7,"domain_scores_codex":[0.9987744,0.00006467972,0.0002312237,0.0003224171,0.0003049778,0.0003023124],"domain_scores_gemma":[0.9993171,0.00001962933,0.00009854329,0.0003932204,0.00007051117,0.0001009703],"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":[0.000007034881,0.00001699103,3.900498e-7,0.0002082211,0.00004830431,0.00000355293,0.0001731108,0.2072833,0.00001170276,0.0002808218,0.7379672,0.05399937],"study_design_scores_gemma":[0.0002051093,0.0000331876,0.00001528529,0.0000331243,0.0000162667,0.00000739167,0.00003783584,0.04159596,0.00002035606,0.00006041904,0.9577216,0.0002534845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004679472,0.0004025385,0.02749508,0.00004387476,0.0002559552,0.0004285735,0.0002900987,0.003998564,0.9670385],"genre_scores_gemma":[0.1602275,0.002989784,0.002512095,0.0004463006,0.002094429,8.474246e-7,0.04528414,0.08416728,0.7022777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2647609,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031193583053554,"score_gpt":0.2351793828857104,"score_spread":0.2039857998321564,"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."}}