{"id":"W4302065839","doi":"10.48550/arxiv.1803.05377","title":"When few survive to tell the tale: thymus and gonad as auditioning\\n organs: historical overview","year":2018,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Gamete; Gametogenesis; Gene; Genetics; Function (biology); Cell biology; Immune system; Sperm; Embryogenesis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005866457,0.0008937232,0.00110592,0.0003215566,0.0008175526,0.0001107536,0.001009828,0.0006696393,0.003887906],"category_scores_gemma":[0.000456984,0.0007943675,0.0004561872,0.0009828474,0.0007440561,0.0002569534,0.001889899,0.001168423,0.001614142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128046,"about_ca_system_score_gemma":0.0006732724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884061,"about_ca_topic_score_gemma":0.0006640233,"domain_scores_codex":[0.9958825,0.0003553666,0.0005737594,0.001974041,0.0003238413,0.0008904624],"domain_scores_gemma":[0.9959178,0.0004315689,0.0005033288,0.001569295,0.000576142,0.001001893],"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":[0.01369771,0.005759803,0.06296492,0.005890514,0.008421235,0.01025507,0.03281773,0.005794115,0.000411212,0.2738702,0.5288798,0.05123768],"study_design_scores_gemma":[0.007888164,0.004580318,0.05038822,0.003514289,0.00660907,0.0003932433,0.01003688,0.008130955,0.0001359555,0.09034526,0.8136047,0.004372918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8376291,0.04045894,0.02798878,0.009896491,0.005784236,0.004862487,0.0002255437,0.0003801409,0.07277431],"genre_scores_gemma":[0.9303101,0.02498769,0.0001216223,0.001924901,0.0007176414,0.00000470575,0.0000713062,0.00009658732,0.04176547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847249,"threshold_uncertainty_score":0.9994507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384644164046457,"score_gpt":0.2092517837305047,"score_spread":0.1354053420900401,"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."}}