{"id":"W7081546219","doi":"","title":"Preface","year":2023,"lang":"en","type":"article","venue":"Research Publications (Maastricht University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.001591751,0.0008321595,0.0005878654,0.00349411,0.002528172,0.003605718,0.001352334,0.001056396,0.5433462],"category_scores_gemma":[0.01148674,0.0002651555,0.0005372884,0.002214994,0.0005158532,0.001926676,0.002123303,0.002066296,0.3713361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237738,"about_ca_system_score_gemma":0.002869874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008794741,"about_ca_topic_score_gemma":0.01169305,"domain_scores_codex":[0.9990271,0.0001354447,0.00005100341,0.0001439955,0.0005456924,0.00009674852],"domain_scores_gemma":[0.9941911,0.0006727273,0.0001588516,0.000488019,0.003644421,0.000844968],"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":[0.00001957224,0.00001355416,0.00006212852,0.00004945487,0.000001106534,0.00002450123,0.00003829128,0.00002889881,0.00007635397,0.00219624,0.9670448,0.0304451],"study_design_scores_gemma":[0.000003192148,0.000007821483,0.0002292221,0.00006793974,0.000001213999,0.00002172634,0.0000584681,0.00001447892,0.00005708075,0.001236768,0.9982993,0.00000283401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001412441,0.006723961,0.00437059,0.02665668,0.1604941,0.0006525131,0.01443777,0.001534932,0.783717],"genre_scores_gemma":[0.002869503,0.002034246,0.001204648,0.003370188,0.01043545,0.0002073005,0.006199519,0.0005341306,0.9731449],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5433462,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114545884471217,"score_gpt":0.3188707168081517,"score_spread":0.2043248323369347,"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."}}