{"id":"W4308041257","doi":"10.1016/j.aquaculture.2022.738983","title":"Induction of high triploid rate blunt snout bream (Megalobrama amblycephala) by hydrostatic pressure and analysis of gonadal sterility mechanism","year":2022,"lang":"en","type":"article","venue":"Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Biology; Sterility; Megalobrama; Development of the gonads; Gonad; Hydrostatic pressure; Genetics; Ploidy; Sperm; Human fertilization; Andrology; Chromosome; Pronucleus; Anatomy; Zoology; Embryo; Embryogenesis; Gene; Zygote","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":[0.0003414565,0.0001573562,0.0003627842,0.00006498751,0.000104736,0.000008447942,0.0001433551,0.0001326578,0.0001456931],"category_scores_gemma":[0.0001303857,0.0001297036,0.0001106633,0.0002916729,0.0001690048,0.000009485439,0.0001306065,0.0001295809,3.420672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206878,"about_ca_system_score_gemma":0.00003724953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002828008,"about_ca_topic_score_gemma":0.00003134772,"domain_scores_codex":[0.9987234,0.0002681479,0.0002886544,0.0004196552,0.0001488752,0.0001512587],"domain_scores_gemma":[0.999208,0.0000169131,0.0002756589,0.0003511265,0.0000977205,0.00005059205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005164124,0.0001571696,0.001730113,0.00002688201,0.001514334,5.455821e-7,0.0004619574,0.0001383584,0.9931879,0.0002503012,0.001586172,0.0004298606],"study_design_scores_gemma":[0.001302231,0.00161942,0.124015,0.000006151136,0.001677164,0.00002051997,0.00178752,0.0002090631,0.8539758,0.0008877313,0.01415165,0.0003478238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964086,0.001628067,0.0002005853,0.0002437961,0.0001043327,0.0002162754,0.001126997,0.000006408667,0.00006495491],"genre_scores_gemma":[0.9972153,0.0001374551,0.0001169257,0.0001179289,0.00003513785,0.00002061743,0.001111369,0.000009016721,0.001236241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392121,"threshold_uncertainty_score":0.5289159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006340127309131195,"score_gpt":0.2274386034365684,"score_spread":0.2210984761274372,"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."}}