{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004180764,0.000319773,0.0003691363,0.0001269221,0.00002659199,0.00001296917,0.0005085058,0.0005259512,0.000190259],"category_scores_gemma":[0.0001344407,0.0003269698,0.0002318363,0.0001224099,0.0001501542,0.000001986165,0.002459389,0.0005224464,0.0001804538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000426915,"about_ca_system_score_gemma":0.0003001552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398675,"about_ca_topic_score_gemma":0.0003523914,"domain_scores_codex":[0.9978166,0.0001017504,0.0005729902,0.0009371503,0.0002335915,0.0003379065],"domain_scores_gemma":[0.9983313,0.00001257346,0.0001657706,0.001291136,0.0001329905,0.00006624353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008428393,0.0001465292,0.5867933,0.0006521187,0.00005441032,0.00001682885,0.0002580921,0.0004558524,0.411332,0.00008059623,0.00005350877,0.00007249109],"study_design_scores_gemma":[0.0001900162,0.00004412144,0.4383113,0.000169219,0.00004300243,0.000008387203,0.00003677085,0.00001364541,0.5568747,0.002837426,0.001188751,0.000282645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98518,0.002765938,0.00001837929,0.00009412452,0.0004239705,0.0003737651,0.00007326098,0.00001792839,0.01105262],"genre_scores_gemma":[0.9973121,0.0005190682,0.0001010819,0.00007502593,0.0001377418,0.000072586,0.00008697033,0.00003811861,0.00165727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148482,"threshold_uncertainty_score":0.9999182,"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."}}