{"id":"W6930100914","doi":"10.5281/zenodo.12444728","title":"oxford practice grammar basic with answers pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Pretext; Demotion; Liquation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001550665,0.001707753,0.00168974,0.002267834,0.002341162,0.007115999,0.002647252,0.004140068,0.970124],"category_scores_gemma":[0.0179091,0.001114408,0.0007980103,0.002643273,0.001203005,0.006345076,0.004432606,0.003358622,0.9573929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628591,"about_ca_system_score_gemma":0.003416667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983736,"about_ca_topic_score_gemma":0.01328804,"domain_scores_codex":[0.9975938,0.0003185985,0.0002333564,0.0003328882,0.001282431,0.0002388766],"domain_scores_gemma":[0.9880767,0.002276372,0.0003158442,0.001368501,0.006195925,0.001766799],"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":[0.000009710082,0.000009970731,0.00001664311,0.00007187126,3.271076e-7,0.00001745934,0.00003104264,0.00001311636,0.00003852084,0.0007901818,0.9835367,0.01546451],"study_design_scores_gemma":[0.000008028216,0.000009569268,0.0001021652,0.00005676179,4.493492e-7,0.00002433728,0.0000926887,0.00001396508,0.00003872254,0.0006367301,0.9990102,0.000006407345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002036308,0.0002893702,0.001154485,0.002534505,0.00206055,0.0003324268,0.005754853,0.006086843,0.9815834],"genre_scores_gemma":[0.0008749165,0.0001655998,0.0007545158,0.0008572384,0.0002222692,0.0001824997,0.00207592,0.002309504,0.9925575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02987599,"threshold_uncertainty_score":0.0426144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725106108108661,"score_gpt":0.2405626460493565,"score_spread":0.2233115849682699,"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."}}