{"id":"W4400459302","doi":"10.1111/rda.14661","title":"Optimal isolation, culture, and in vitro propagation of spermatogonial stem cells in Huaixiang chicken","year":2024,"lang":"en","type":"article","venue":"Reproduction in Domestic Animals","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biology; Glial cell line-derived neurotrophic factor; Andrology; Percoll; Isolation (microbiology); In vitro; Cell sorting; Immunology; Biochemistry; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005413314,0.0001255144,0.000272668,0.0004329531,0.00001700692,0.00002246694,0.00002609806,0.0001006945,0.00002632415],"category_scores_gemma":[0.0002036395,0.000112196,0.00003332868,0.0006310523,0.00006031447,0.0001772948,0.0000186124,0.0002149051,0.00001321913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298019,"about_ca_system_score_gemma":0.00008887902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006975047,"about_ca_topic_score_gemma":0.000007914358,"domain_scores_codex":[0.9986392,0.00006029125,0.0004806371,0.0004815758,0.0001850682,0.0001532182],"domain_scores_gemma":[0.9995902,0.00004649267,0.00006855252,0.0001889521,0.00006621338,0.0000396497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001031312,0.0002793072,0.05827065,0.001115455,0.00002848011,0.0002458495,0.002784151,0.002100474,0.9260887,0.0004874896,0.0001164915,0.007451647],"study_design_scores_gemma":[0.003932936,0.0007225278,0.6353046,0.002069999,0.000169782,0.002442378,0.001422768,0.06224591,0.2888281,0.0006600262,0.001681864,0.0005190955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953071,0.002634923,0.0004949502,0.0003203267,0.0003351723,0.0005983322,0.000003717064,0.00005186545,0.000253539],"genre_scores_gemma":[0.9975397,0.0001635045,0.001742986,0.00001055065,0.0001936808,0.00002936284,0.00001424623,0.00001758958,0.0002883967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6372606,"threshold_uncertainty_score":0.457522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136333521379457,"score_gpt":0.2681866494730991,"score_spread":0.2545532973351534,"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."}}