{"id":"W2966868356","doi":"10.1101/727685","title":"Genotype-by-environment interactions for seminal fluid expression and sperm competitive ability","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"Deutsche Forschungsgemeinschaft","keywords":"Sperm competition; Sperm; Biology; Mating; Competition (biology); Genotype; Sexual selection; Andrology; Genetics; Zoology; Ecology; Gene","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":[0.0002123827,0.0002840217,0.0002948469,0.0005576307,0.0001635447,0.0003911494,0.0002563907,0.0003495002,0.002543527],"category_scores_gemma":[0.000309078,0.0001999951,0.0002302717,0.0002643921,0.0003253809,0.0001946195,0.000497765,0.0007867317,0.0001496709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949369,"about_ca_system_score_gemma":0.0001490534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009093903,"about_ca_topic_score_gemma":0.002580039,"domain_scores_codex":[0.9996977,0.00005703671,0.00002242734,0.00009890311,0.00006720715,0.00005676544],"domain_scores_gemma":[0.9992998,0.0002309592,0.000263525,0.00004869296,0.00004202017,0.0001150462],"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":[0.0001565241,0.00005273843,0.004664974,0.00002150128,0.00001734349,0.00004730319,0.00004195021,0.00004691502,0.9942489,0.00005867505,0.00001978283,0.0006233375],"study_design_scores_gemma":[0.00002218881,0.001052159,0.7666248,0.00001338135,0.00008488513,0.0002859834,0.0002171483,0.001709812,0.2287279,0.0001355271,0.001088721,0.0000374602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986645,0.0001231084,0.0004070699,0.00003369144,0.000004137442,0.000007536778,0.0004442535,0.00002413829,0.0002916072],"genre_scores_gemma":[0.9979106,0.00003971363,0.0005325047,0.00003736017,0.000002678039,0.00002948971,0.0003087874,0.00001533428,0.001123412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543527,"threshold_uncertainty_score":0.00850898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611013215950906,"score_gpt":0.2168014795100139,"score_spread":0.2006913473505049,"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."}}