{"id":"W6950152340","doi":"10.5281/zenodo.7593333","title":"MOFTransformer","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":[0.001387235,0.003775532,0.002227316,0.00173789,0.001170252,0.005170166,0.003848685,0.002926619,0.3992029],"category_scores_gemma":[0.004631454,0.001152481,0.001167894,0.001632789,0.0009352561,0.003355941,0.004412871,0.003447985,0.3598658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326402,"about_ca_system_score_gemma":0.001934315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692922,"about_ca_topic_score_gemma":0.003740634,"domain_scores_codex":[0.9982637,0.0002533735,0.0001124122,0.000378036,0.0007216495,0.0002708995],"domain_scores_gemma":[0.9978322,0.0003663541,0.0001550119,0.0005104368,0.0008974593,0.000238464],"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":[0.001021909,0.00007098469,0.000494302,0.0006423179,0.0001212948,0.0003083752,0.00008840737,0.008128039,0.00707898,0.02948667,0.7633464,0.1892121],"study_design_scores_gemma":[0.0003855456,0.0001655042,0.0003402497,0.0001882134,0.0001003025,0.0007031349,0.00006560488,0.06932098,0.02843988,0.02858577,0.871559,0.0001458451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003044736,0.003185257,0.5576134,0.00183912,0.002738847,0.0004988896,0.0171102,0.2054663,0.2085033],"genre_scores_gemma":[0.09533074,0.002524241,0.2603173,0.003315335,0.001635036,0.001295569,0.04735538,0.1410058,0.4472207],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3992029,"threshold_uncertainty_score":0.8569642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943226337911847,"score_gpt":0.257121272458317,"score_spread":0.2176890090791985,"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."}}