{"id":"W6926440069","doi":"10.25338/b8p60r","title":"Equate SENAS and IVD cognitive measure: Summary of methods and results","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"National Institute on Aging","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Emperipolesis; Fusible alloy; Proteogenomics; Dysgeusia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006688398,0.0001548118,0.0001906904,0.00007993368,0.0004893662,0.00017684,0.0002439192,0.0001579005,0.000179213],"category_scores_gemma":[0.001833429,0.0001575364,0.00003747131,0.0001530571,0.0002244409,0.000007755387,0.0009389359,0.0001938146,0.00009025414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001413719,"about_ca_system_score_gemma":0.000007861885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002106158,"about_ca_topic_score_gemma":0.000001541881,"domain_scores_codex":[0.9985275,0.000477424,0.0002655719,0.0004372351,0.0001226976,0.0001696183],"domain_scores_gemma":[0.9990817,0.00002554078,0.000186372,0.0002570296,0.0003362686,0.0001130569],"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":[0.0004510804,0.00003404657,1.291491e-7,0.0001443803,0.00008481554,0.0000038513,0.00003162821,2.851979e-7,0.05102276,0.00001806777,0.9237818,0.02442714],"study_design_scores_gemma":[0.0005370703,0.0004429763,0.00003994317,0.00007479791,0.00004844994,0.00003760877,0.00003977795,0.000003675409,0.006718756,0.0000124495,0.9918854,0.0001591069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009100705,0.0004890841,0.001217855,0.000103214,0.0000824118,0.0003120551,0.9934109,0.00003791004,0.003436458],"genre_scores_gemma":[0.003341469,0.002856627,0.0004127066,0.00008370931,0.0001905963,5.50903e-8,0.9926082,0.000339941,0.0001666751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06810357,"threshold_uncertainty_score":0.6424146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611010566009617,"score_gpt":0.3006401086637969,"score_spread":0.2645300030037008,"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."}}