{"id":"W6950608225","doi":"10.5281/zenodo.6482807","title":"Episimmer : Epidemic Simulation Platform","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366273,0.001182714,0.0008308412,0.0008746939,0.0005313504,0.001408754,0.002810843,0.001586107,0.0659714],"category_scores_gemma":[0.004680643,0.000633481,0.001120155,0.0007196249,0.0004150787,0.002062651,0.002751072,0.002249288,0.01835138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007230783,"about_ca_system_score_gemma":0.001794205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008586431,"about_ca_topic_score_gemma":0.005808463,"domain_scores_codex":[0.9994249,0.0001531445,0.00004697603,0.00009121223,0.0001932908,0.00009055334],"domain_scores_gemma":[0.9990247,0.0004435024,0.00004528986,0.0001079082,0.0002457789,0.0001328234],"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":[0.0007367631,0.0003757914,0.004110034,0.0009273603,0.0002334424,0.000451372,0.0003042892,0.3183429,0.004217552,0.06010514,0.5425792,0.06761626],"study_design_scores_gemma":[0.0004341015,0.00007883742,0.0005287256,0.00009344451,0.00004253414,0.0001076367,0.00005332947,0.700853,0.003184565,0.03072473,0.2638166,0.0000825161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01694588,0.0009029285,0.4816072,0.003373222,0.001299972,0.001229659,0.06305091,0.2919487,0.1396416],"genre_scores_gemma":[0.3211922,0.002837865,0.3476568,0.003727523,0.0003998817,0.004947466,0.1404149,0.06462146,0.1142018],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0659714,"threshold_uncertainty_score":0.2206963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106580683736793,"score_gpt":0.2462635602900222,"score_spread":0.2151977534526543,"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."}}