{"id":"W3194917745","doi":"10.1007/978-3-030-77779-1_13","title":"Regulation of Human Spermatogenesis","year":2021,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spermatozoon; Spermatogenesis; Gamete; Biology; Andrology; Testicle; Cell biology; Anatomy; Endocrinology; Human fertilization; Medicine","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":[0.0003229472,0.000218147,0.0002543467,0.0004941482,0.0002905288,0.001047822,0.0002745866,0.0002124145,0.003437083],"category_scores_gemma":[0.0002265549,0.00009382173,0.0002350022,0.0002737039,0.0004851061,0.0001803962,0.0004246233,0.0003300149,0.0006853134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926903,"about_ca_system_score_gemma":0.0004610575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007544517,"about_ca_topic_score_gemma":0.0006029165,"domain_scores_codex":[0.9996903,0.0001092844,0.00001458785,0.00006464747,0.0000679735,0.00005328686],"domain_scores_gemma":[0.9998789,0.00002417638,0.00002557036,0.00001375272,0.00002217561,0.00003536023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005284034,0.00009237828,0.006204727,0.0005857081,0.00006455972,0.0007373455,0.00053402,0.0003272519,0.8065182,0.01825689,0.005828863,0.1603217],"study_design_scores_gemma":[0.00007388362,0.001004752,0.1347844,0.0001928842,0.0001045512,0.002701657,0.0008042241,0.00131202,0.5384532,0.006800314,0.3137167,0.00005147245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.514619,0.3377366,0.03509985,0.005206588,0.00234647,0.0002356662,0.00233536,0.001285755,0.1011347],"genre_scores_gemma":[0.93707,0.03528711,0.003550619,0.0008237674,0.0005322666,0.00006182629,0.0008146712,0.00005691703,0.02180288],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003437083,"threshold_uncertainty_score":0.01149815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557030086975112,"score_gpt":0.3695085597219543,"score_spread":0.3339382588522032,"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."}}