{"id":"W2034751519","doi":"10.4161/spmg.21798","title":"Drosophila spermiogenesis","year":2012,"lang":"en","type":"article","venue":"Spermatogenesis","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation","funders":"Canadian Institutes of Health Research","keywords":"Spermiogenesis; Organelle; Cell biology; Spermatid; Biology; Sperm; Cytoplasm; Drosophila melanogaster; Microtubule; Mitochondrion; Germ cell; Morphogenesis; Nucleus; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001398992,0.0001761411,0.0002473679,0.000128663,0.00009230389,0.00001260753,0.00005639338,0.0001050188,0.001565088],"category_scores_gemma":[0.00007361249,0.0001505277,0.0001857198,0.0002900144,0.0000475767,0.0001503997,0.00003333639,0.00006398161,0.001978492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006210937,"about_ca_system_score_gemma":0.00003915634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001916687,"about_ca_topic_score_gemma":6.778371e-7,"domain_scores_codex":[0.998875,0.0000266654,0.0002079213,0.0001854743,0.0002771007,0.0004278992],"domain_scores_gemma":[0.9991366,0.00002904726,0.00004217484,0.0003748118,0.0000655572,0.0003517697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005078518,0.000264973,0.9180897,0.00005886869,0.0000836514,0.00003296559,0.0001014936,0.000001324106,0.07218862,0.001088719,0.002749999,0.005288841],"study_design_scores_gemma":[0.0007393483,0.00005427666,0.8329762,0.0000287729,0.0003224382,0.001337075,0.0000748091,0.00003847757,0.1201661,0.00003928221,0.04397111,0.0002522102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788341,0.002121965,0.0001294029,0.0005422138,0.0006028142,0.0002130812,0.000005790064,0.0002078691,0.01734277],"genre_scores_gemma":[0.9954861,0.00010049,0.001193309,0.001093378,0.001065637,0.00002158473,0.00003331345,0.00004520969,0.0009609663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08511362,"threshold_uncertainty_score":0.9993476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565568327859388,"score_gpt":0.2672719316245214,"score_spread":0.2416162483459275,"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."}}