{"id":"W4385388390","doi":"10.1101/2023.07.27.550846","title":"Differences in sperm swimming speed and morphology between the three genetic morphs in the ruff sandpiper","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Max-Planck-Gesellschaft; Grantová Agentura České Republiky","keywords":"Biology; Sperm; Zoology; Population; Sandpiper; Sperm competition; Mating; Evolutionary biology; Genetics; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381495,0.0003175294,0.0002668269,0.001316936,0.0004021393,0.0002398814,0.0003237024,0.000405157,0.001488584],"category_scores_gemma":[0.0003256236,0.0002073676,0.0001921025,0.0002664489,0.0004261532,0.0001801709,0.0003382517,0.0003055944,0.0001471827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551353,"about_ca_system_score_gemma":0.0001226908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004461341,"about_ca_topic_score_gemma":0.01198333,"domain_scores_codex":[0.9998355,0.0000187918,0.00001160473,0.00007319333,0.00002914724,0.00003170328],"domain_scores_gemma":[0.9996934,0.00006590061,0.00009543297,0.00002200017,0.00004171007,0.00008160347],"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":[0.0007053783,0.0002992747,0.3185215,0.00006776848,0.0001284066,0.0003957884,0.001188097,0.0002152153,0.6690606,0.0000861322,0.0001242788,0.009207474],"study_design_scores_gemma":[0.000005114307,0.0002177631,0.9949614,0.000003680537,0.00002190213,0.0002634069,0.0002113341,0.0002331064,0.003935576,0.000009321545,0.0001289376,0.000008509839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997742,0.00001939149,0.00005256073,0.0000022795,5.060943e-7,0.000003499448,0.00004753119,0.000003456634,0.00009660578],"genre_scores_gemma":[0.9988636,0.00001497293,0.0003975226,0.00001470287,0.000002012225,0.00001582238,0.0002269054,0.000005112983,0.0004593365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004461341,"threshold_uncertainty_score":0.00887078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753360403767366,"score_gpt":0.2281938810125658,"score_spread":0.1806602769748922,"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."}}