{"id":"W6948761952","doi":"10.5061/dryad.ss8t1","title":"Data from: Extensive variation in sperm morphology in a frog with no sperm competition","year":2016,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Sperm; Sperm competition; Gamete; Intraspecific competition; Female sperm storage; Flagellum; Spermatogenesis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004920484,0.000151323,0.0002441148,0.0006355167,0.0006277571,0.0003946163,0.0004146383,0.0003969871,0.01963126],"category_scores_gemma":[0.001218284,0.0001053944,0.0001927021,0.000908526,0.0004289816,0.0002203304,0.0004073158,0.000190336,0.002620838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171964,"about_ca_system_score_gemma":0.0003742431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00883188,"about_ca_topic_score_gemma":0.01758337,"domain_scores_codex":[0.9995385,0.00005334761,0.00005855296,0.0001232096,0.0001761525,0.00005032738],"domain_scores_gemma":[0.9990073,0.0001565897,0.0003615375,0.0001389322,0.000170265,0.0001654032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00098635,0.0001567259,0.9442373,0.0001979309,0.0001346413,0.001508679,0.0005454105,0.0002230141,0.01867964,0.000212142,0.005103027,0.02801521],"study_design_scores_gemma":[0.00003070159,0.0001620987,0.9900328,0.00002348013,0.00003165626,0.001209019,0.0002172865,0.0001216489,0.0009438663,0.00006415582,0.007153088,0.00001021292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.975129,0.0001598835,0.0005499313,0.0002874716,0.00003212639,0.0000661657,0.01452411,0.0001027456,0.009148614],"genre_scores_gemma":[0.9829929,0.0001181575,0.0009905872,0.0001330235,0.00002578582,0.00006507814,0.01081598,0.00003478807,0.004823682],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01963126,"threshold_uncertainty_score":0.06567311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992449788316746,"score_gpt":0.244256462543997,"score_spread":0.2243319646608295,"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."}}