{"id":"W4394371834","doi":"10.6084/m9.figshare.14267219.v1","title":"Tabula Sapiens release 1.0","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homo sapiens; Computer science; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001906214,0.002659642,0.00170287,0.003666441,0.0009977192,0.002361789,0.003598918,0.001569346,0.08682813],"category_scores_gemma":[0.004084191,0.001303269,0.001521995,0.006262206,0.0005540823,0.00161461,0.002070792,0.0024485,0.1346537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127619,"about_ca_system_score_gemma":0.002075303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009323467,"about_ca_topic_score_gemma":0.01328615,"domain_scores_codex":[0.9991854,0.0001493914,0.0001013793,0.0002878459,0.0001548507,0.0001212147],"domain_scores_gemma":[0.9988769,0.0003161227,0.0001284017,0.0003635689,0.0001872219,0.0001278892],"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":[0.0002524557,0.00002625185,0.0009640952,0.001453911,0.00009961746,0.00005944863,0.00006261309,0.0004170428,0.001299081,0.0008536784,0.9907668,0.003745018],"study_design_scores_gemma":[0.0004196061,0.00002908721,0.005932512,0.0003263856,0.00007703211,0.0001385544,0.00007190667,0.0005758219,0.001433396,0.003053669,0.9878827,0.00005926535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001519763,0.000046117,0.0001964066,0.00003229609,0.00001343915,0.00001252641,0.9975905,0.001519235,0.0004373916],"genre_scores_gemma":[0.0002691108,0.00003713925,0.0004792505,0.00003217725,0.000002658196,0.00008137799,0.9984859,0.0003557872,0.0002567498],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08682813,"threshold_uncertainty_score":0.2904691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188277423397048,"score_gpt":0.2430603203740825,"score_spread":0.221177546140112,"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."}}