{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000212011,0.0002858566,0.000230541,0.00003472153,0.00006967926,0.00006285418,0.0003832527,0.0005977298,0.05677006],"category_scores_gemma":[0.0005255963,0.0002975252,0.0002027858,0.00007684884,0.000009373295,0.000001455461,0.0001310821,0.0002809093,0.001018602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426568,"about_ca_system_score_gemma":0.0002360391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412733,"about_ca_topic_score_gemma":0.0001228954,"domain_scores_codex":[0.9988033,0.00004209769,0.0001968926,0.0005201295,0.0001572715,0.0002803172],"domain_scores_gemma":[0.9988643,0.00001294883,0.00009680815,0.0007681537,0.0001271054,0.0001307205],"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":[0.00001396102,0.00006290199,6.960254e-7,0.0002360115,0.00004618401,0.00007568491,0.000001553513,0.000004569337,0.002714561,6.13093e-8,0.9964586,0.0003852445],"study_design_scores_gemma":[0.000213204,0.00006707032,0.00001837259,0.0005004445,0.00002743654,0.0000227189,0.000003363777,0.000002667544,0.007753898,9.642325e-7,0.9910299,0.0003600231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003103286,0.002355142,5.343134e-7,0.00001857319,0.0002348046,0.0001268037,0.9969062,0.00001282572,0.0003140873],"genre_scores_gemma":[0.00005394281,0.0002010567,0.00002830272,0.0006881975,0.0009322001,0.00007050068,0.9974269,0.00002903721,0.0005698082],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05575146,"threshold_uncertainty_score":0.9999477,"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."}}