{"id":"W1983055504","doi":"10.1111/j.1558-5646.2007.00050.x","title":"SPERM COMPETITION AND SEX CHANGE: A COMPARATIVE ANALYSIS ACROSS FISHES","year":2007,"lang":"en","type":"article","venue":"Evolution","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council","keywords":"Biology; Sperm competition; Competition (biology); Evolutionary biology; Sperm; Sex change; Zoology; Female sperm storage; Ecology; Sexual selection; Fishery; Fish <Actinopterygii>; Genetics","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":[0.0003863624,0.0001555994,0.0004318434,0.00208741,0.0004177757,0.0003656603,0.0003556179,0.0002387349,0.003142147],"category_scores_gemma":[0.001044864,0.0001481176,0.0004819565,0.001376091,0.0005134416,0.0004055513,0.0005188801,0.0001633455,0.0002404936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320908,"about_ca_system_score_gemma":0.0002854779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631839,"about_ca_topic_score_gemma":0.005384639,"domain_scores_codex":[0.9997535,0.00004099377,0.00002578469,0.00007039566,0.00007531866,0.00003404657],"domain_scores_gemma":[0.9992282,0.000304056,0.0001941265,0.00004577741,0.0001071167,0.0001206898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004845665,0.00003901386,0.9502878,0.0001486296,0.0003117867,0.0002852727,0.0005306869,0.0003107914,0.03026779,0.0001850341,0.00009232762,0.01705636],"study_design_scores_gemma":[0.00000368181,0.0001052637,0.9990125,0.000001535354,0.0000187008,0.0001842387,0.0001091835,0.0001182976,0.0003090503,0.0000249713,0.0001080595,0.000004537982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993655,0.0001871537,0.00006888558,0.0000061733,9.007983e-7,0.000002584923,0.00008538622,0.000004204553,0.0002791436],"genre_scores_gemma":[0.9991865,0.00008080321,0.0001787412,0.000008572422,0.000003331345,0.000007638728,0.0002652919,0.000003785388,0.0002653276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142147,"threshold_uncertainty_score":0.01051152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377666441655107,"score_gpt":0.3194386671182132,"score_spread":0.2816720229527025,"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."}}