{"id":"W6948681755","doi":"10.5061/dryad.wwpzgmsgd","title":"Data from: Reproductive isolation caused by azoospermia in sterile male hybrids of Drosophila","year":2020,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Reproductive isolation; Sterility; Sperm; Mating; Drosophila (subgenus); Hybrid; Azoospermia; Semen; Incipient speciation","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005097493,0.0005655171,0.001044924,0.0002609907,0.00004589644,0.00006086515,0.00192967,0.0003668895,0.001380257],"category_scores_gemma":[0.0007949506,0.000654412,0.00007697903,0.0007168094,0.0001968105,0.0006031743,0.001059128,0.0008173502,0.01118026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474729,"about_ca_system_score_gemma":0.0002723881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390649,"about_ca_topic_score_gemma":0.000790572,"domain_scores_codex":[0.9954076,0.0003249312,0.0009743038,0.002205506,0.0006908475,0.0003967594],"domain_scores_gemma":[0.9934652,0.0001212184,0.0009143346,0.005257128,0.0001111194,0.0001310383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002681791,0.0002162633,0.0002792312,0.0001183068,0.0001296835,0.0001018799,0.00009229505,0.000005854387,0.01878033,5.611934e-7,0.9799738,0.00003362772],"study_design_scores_gemma":[0.0009218045,0.00009047757,0.001716651,0.0001801763,0.0002028834,0.000004981392,0.00003959987,0.0003119424,0.001415499,0.00006097077,0.9944532,0.0006017978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00531019,0.0003683563,0.000005441903,0.0001585881,0.0004953408,0.0007988862,0.9926915,0.00007074306,0.0001009494],"genre_scores_gemma":[0.001910983,0.00009155602,0.0001453474,0.00009504586,0.0007707154,0.00003790724,0.996577,0.0001561178,0.0002152768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01736483,"threshold_uncertainty_score":0.9995907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401652797455037,"score_gpt":0.3034219521442526,"score_spread":0.2494054241697022,"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."}}