{"id":"W4394524337","doi":"10.6084/m9.figshare.20338929","title":"EdU Optimization - Incubation Test #1","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Incubation; Test (biology); Computer science; Chemistry; Biology; Biochemistry","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":[0.002411885,0.003276643,0.001890907,0.002233565,0.001007669,0.00231492,0.002445919,0.002347589,0.09698899],"category_scores_gemma":[0.0126389,0.000604446,0.002170741,0.002346317,0.0004444435,0.001405902,0.001537019,0.001774902,0.06810048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280641,"about_ca_system_score_gemma":0.002519723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007460407,"about_ca_topic_score_gemma":0.02156585,"domain_scores_codex":[0.9980281,0.0004396104,0.0001936112,0.0007572598,0.0003281499,0.00025327],"domain_scores_gemma":[0.9959843,0.001958293,0.0002900643,0.0007728802,0.0007281097,0.0002664347],"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":[0.0007883542,0.0001281698,0.006502558,0.003885285,0.0002952553,0.00005969752,0.00003569662,0.001355412,0.000922733,0.0006663796,0.9709421,0.01441833],"study_design_scores_gemma":[0.001701329,0.0003411019,0.01279589,0.0008469703,0.0005413312,0.0001790393,0.0001236451,0.002521847,0.00388792,0.00327136,0.9737142,0.0000755014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001511608,0.000431051,0.0004155232,0.0001849147,0.000121515,0.000115353,0.9933093,0.001554836,0.002355903],"genre_scores_gemma":[0.003265235,0.0002078077,0.001751634,0.0003013929,0.00002926723,0.0004510257,0.9909904,0.0004497487,0.002553514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09698899,"threshold_uncertainty_score":0.3244605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984907101007092,"score_gpt":0.295900476552327,"score_spread":0.2760514055422561,"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."}}