{"id":"W4396869303","doi":"10.20944/preprints202405.0712.v1","title":"Deficiency of ValRS-m Causes Male Infertility in Drosophila melanogaster","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; National Natural Science Foundation of China","keywords":"Drosophila melanogaster; Infertility; Drosophila (subgenus); Biology; Male infertility; Gynecology; Genetics; Medicine; Pregnancy; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008842233,0.0005456205,0.0002533191,0.0005819341,0.0001572123,0.000217914,0.0001409977,0.0002563191,0.001869188],"category_scores_gemma":[0.00007532848,0.0002069761,0.0003969156,0.000286103,0.0002261116,0.0001120838,0.0002390389,0.0003858322,0.0004971514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371799,"about_ca_system_score_gemma":0.0001270508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107669,"about_ca_topic_score_gemma":0.00145679,"domain_scores_codex":[0.9998243,0.00001239492,0.00001785024,0.00006630237,0.00005700957,0.00002210962],"domain_scores_gemma":[0.9999015,0.00001186135,0.00004179633,0.000007276064,0.000005837339,0.00003163856],"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":[0.00008790766,0.000007080856,0.0004854392,0.00004121443,0.000010259,0.00008782496,0.00001114689,0.00003038813,0.9983976,0.00003024854,0.00007699522,0.0007338722],"study_design_scores_gemma":[0.00003589538,0.0002416958,0.08256844,0.00002802206,0.00008506908,0.0008525894,0.00008962493,0.001327238,0.9066801,0.00007413413,0.00800011,0.00001708045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878177,0.001222967,0.001689214,0.00009851663,0.00004160745,0.0000256294,0.006906348,0.0002356955,0.001962394],"genre_scores_gemma":[0.9817665,0.000703747,0.002027026,0.0001301766,0.00001145963,0.00004031482,0.006221406,0.0001259717,0.008973349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001869188,"threshold_uncertainty_score":0.006253123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059939803275661,"score_gpt":0.3303915909937736,"score_spread":0.2704517877181126,"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."}}