{"id":"W6931312860","doi":"10.5281/zenodo.6406809","title":"OSeMOSYS/osemosys_global: Initial Beta Release","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Visualization; BETA (programming language); Workflow; Component (thermodynamics); Data visualization","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":[0.003598568,0.004581509,0.001846411,0.003422617,0.001040241,0.005820856,0.003383212,0.001802999,0.4062756],"category_scores_gemma":[0.009541799,0.002902277,0.0018319,0.001907697,0.000883782,0.004391086,0.004114698,0.003336955,0.5168471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133919,"about_ca_system_score_gemma":0.001527294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004805324,"about_ca_topic_score_gemma":0.002371816,"domain_scores_codex":[0.9985252,0.0001930833,0.0001209264,0.0002877361,0.0005859961,0.000287087],"domain_scores_gemma":[0.9939699,0.001196699,0.0003042211,0.00171293,0.001921554,0.0008946985],"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":[0.0004734448,0.0000336319,0.000193436,0.0001445539,0.00002014141,0.00004311056,0.0000616306,0.000296737,0.001245414,0.001136663,0.9703987,0.02595247],"study_design_scores_gemma":[0.0005178576,0.00009907086,0.001420521,0.0001951578,0.00003909403,0.0001510487,0.00004023104,0.003046603,0.01029992,0.006189096,0.9777867,0.0002146741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001478014,0.0002181349,0.03842188,0.0005441544,0.0008634621,0.0002600957,0.122144,0.7768012,0.05926916],"genre_scores_gemma":[0.008467154,0.0003035206,0.02015691,0.0005912193,0.0004578564,0.0004743559,0.2512243,0.639916,0.07840867],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4062756,"threshold_uncertainty_score":0.8468758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471018121673231,"score_gpt":0.2758921866059504,"score_spread":0.2411820053892181,"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."}}