{"id":"W6931398914","doi":"10.5281/zenodo.7143572","title":"firedrakeproject/firedrake: an automated finite element system","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Fusible alloy; Triacetin","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":[0.00202292,0.001434608,0.001116443,0.001169833,0.0006365057,0.001556019,0.002795161,0.001538376,0.1634598],"category_scores_gemma":[0.004421481,0.001406569,0.001039084,0.0005637833,0.000530704,0.001696053,0.002195751,0.001712109,0.05276369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004856687,"about_ca_system_score_gemma":0.001142851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819051,"about_ca_topic_score_gemma":0.003654596,"domain_scores_codex":[0.9990269,0.0001013324,0.00009520532,0.0001470757,0.0005676943,0.00006187252],"domain_scores_gemma":[0.9985862,0.0005505816,0.00007517399,0.0002520523,0.0004729921,0.00006319722],"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":[0.0007614469,0.0003060999,0.0019261,0.001220694,0.0001762892,0.0002392241,0.0003624739,0.0363942,0.04052201,0.01065811,0.589913,0.3175204],"study_design_scores_gemma":[0.0005440306,0.0002091711,0.002229598,0.0002851385,0.00006791332,0.0004025026,0.0001370453,0.3934619,0.06454759,0.01374208,0.5241478,0.000225208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004074059,0.0002504153,0.6313868,0.0002457837,0.0003485586,0.0005377973,0.01477303,0.3332915,0.01509195],"genre_scores_gemma":[0.06828092,0.0004227444,0.6941268,0.0005510441,0.0001344849,0.00278829,0.05299021,0.1368981,0.04380747],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1634598,"threshold_uncertainty_score":0.5468274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296198929267177,"score_gpt":0.2963414134417136,"score_spread":0.2633794241490419,"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."}}