{"id":"W4399761861","doi":"10.1098/rspb.2024.0483","title":"Identification and genetic analysis of a pervasive ‘needle-eye’ sperm phenotype in <i>Drosophila</i> sterile hybrid males","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sterility; Biology; Backcrossing; Genetics; Heterogametic sex; Phenotype; Drosophila (subgenus); Sperm; Evolutionary biology; Hybrid; Genetic analysis; Chromosome; Gene; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001443444,0.0002340934,0.000165181,0.0005087708,0.0001946182,0.0002068431,0.0002498583,0.000372258,0.001222422],"category_scores_gemma":[0.000194792,0.0001604581,0.0003615297,0.0001996179,0.0002678784,0.0001060594,0.0004805413,0.0005807995,0.0002958719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124591,"about_ca_system_score_gemma":0.0001178619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008716526,"about_ca_topic_score_gemma":0.002304438,"domain_scores_codex":[0.9998633,0.0000164742,0.00001554175,0.00005025964,0.0000334069,0.00002107158],"domain_scores_gemma":[0.9997132,0.00008386256,0.00008754214,0.00003611299,0.00002311545,0.00005609775],"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":[0.0000101406,0.000006132987,0.0008731995,0.00001189505,0.000006486101,0.00006817713,0.00002356064,0.00003105067,0.9983273,0.00003613791,0.000005860201,0.0006000452],"study_design_scores_gemma":[0.00001522725,0.0003728713,0.2690651,0.00001629895,0.0000970897,0.002645521,0.0001909751,0.0009859641,0.7235975,0.0001056553,0.002879946,0.00002779866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994176,0.0001706875,0.003768891,0.0000324667,0.000007076723,0.00002867358,0.0006022708,0.00006297515,0.001150939],"genre_scores_gemma":[0.9941813,0.0001888842,0.00331649,0.00007410094,0.000003512929,0.00002854767,0.001021535,0.00005325885,0.001132279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222422,"threshold_uncertainty_score":0.004089415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223556236694781,"score_gpt":0.2524682997816315,"score_spread":0.2402327374146837,"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."}}