{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004790807,0.0001810954,0.0001512542,0.0002114061,0.001380249,0.0001822596,0.0006311736,0.0001268199,0.7282515],"category_scores_gemma":[0.00027244,0.0002016709,0.00006801179,0.0004790585,0.0001424132,0.0001542942,0.001153418,0.0003563017,0.05260571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841616,"about_ca_system_score_gemma":0.000001181069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204124,"about_ca_topic_score_gemma":0.00000371234,"domain_scores_codex":[0.9983119,0.0002032215,0.0002229202,0.000483971,0.0004809288,0.0002970868],"domain_scores_gemma":[0.9991928,0.00002041599,0.0001982721,0.0004243106,0.00002501412,0.0001392281],"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":[0.0000125566,0.00003905251,0.00000544669,0.00001693592,0.00001656045,0.000003457558,0.0001523806,0.001734503,0.0002549918,0.000157808,0.8585449,0.1390614],"study_design_scores_gemma":[0.0002590186,0.00009005924,0.000233614,0.00001286499,0.00001341453,0.00001946196,0.00008002335,0.001621639,0.00002566655,0.0001132383,0.9973093,0.0002216502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003123771,0.00004955745,0.001820193,0.0001738277,0.0001943581,0.0004561978,0.0001602056,0.00118452,0.9956487],"genre_scores_gemma":[0.08227712,0.0002420411,0.0004468654,0.0008721285,0.0004930856,3.286709e-7,0.007669807,0.01503817,0.8929604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6756457,"threshold_uncertainty_score":0.9999198,"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."}}