{"id":"W4214564231","doi":"10.1371/journal.pbio.3001559","title":"Gene-rich germline-restricted chromosomes in black-winged fungus gnats evolved through hybridization","year":2022,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; European Research Council; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Darwin Trust of Edinburgh; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Germline; Genetics; Gene; Evolutionary biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001026834,0.0001612842,0.0002348622,0.00003121728,0.0003260239,0.00002163324,0.0003237278,0.0000954809,0.002042646],"category_scores_gemma":[0.0001081927,0.00007740255,0.00006722057,0.00090147,0.00006433975,0.0000650448,0.0002287504,0.0001980187,0.00005073286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008136873,"about_ca_system_score_gemma":0.00002701648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128274,"about_ca_topic_score_gemma":0.0004959803,"domain_scores_codex":[0.998427,0.0002867253,0.0003279308,0.0004414768,0.0001552098,0.0003616453],"domain_scores_gemma":[0.9994648,0.0002062816,0.0001212894,0.00008826088,0.00006670434,0.00005267096],"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":[0.00003577234,0.0004496279,0.06552982,0.000004259103,0.00003516339,0.00001535927,0.0004175963,0.0002403077,0.9300744,0.000530731,0.0003060767,0.002360908],"study_design_scores_gemma":[0.001375233,0.001519877,0.8990621,0.00001471815,0.00006453234,0.0000455239,0.0006445523,0.003370335,0.05161794,0.0120286,0.02938603,0.0008705764],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963042,0.0004023353,0.000004704515,0.001808758,0.0002194227,0.0003276194,0.0002619671,0.00009774378,0.0005732169],"genre_scores_gemma":[0.9976128,0.00009670379,0.0001794863,0.0003908017,0.0002971427,0.0001117872,0.001152292,0.000002005889,0.0001570234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8784565,"threshold_uncertainty_score":0.9988696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851231962747497,"score_gpt":0.2335016022393724,"score_spread":0.2049892826118974,"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."}}