{"id":"W3204107476","doi":"10.3390/cells10102612","title":"Ejaculate Allocation and Sperm Characteristics Differ among Alternative Male Types in a Species of Fish with Cooperation and Competition among Unrelated Males","year":2021,"lang":"en","type":"article","venue":"Cells","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Science Foundation","keywords":"Biology; Sperm; Sperm competition; Spawn (biology); Zoology; Sexual selection; Ecology; Competition (biology); Reproduction; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004345529,0.00005846833,0.00009427562,0.000007823567,0.00004166465,0.00002701098,0.00001767949,0.00004082153,0.0001314247],"category_scores_gemma":[0.000006465572,0.00002545966,0.000008923126,0.00009390159,0.0001076281,0.00009506687,0.00001615794,0.00004794437,0.000001008516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007936317,"about_ca_system_score_gemma":0.000002287821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154018,"about_ca_topic_score_gemma":0.0006554343,"domain_scores_codex":[0.9995949,0.00003131708,0.0001014494,0.0001579595,0.00005641525,0.00005799555],"domain_scores_gemma":[0.9998158,0.00001794627,0.00005198409,0.0000209215,0.0000732878,0.00002004939],"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":[0.00001655232,0.00003545267,0.4015185,0.000008037136,0.000003728037,0.000005910616,0.0001485272,0.000006406982,0.5974154,0.0001062704,0.000004054018,0.0007311929],"study_design_scores_gemma":[0.00007956864,0.00007420444,0.9083413,0.00004401326,0.00001136737,0.000005814731,0.0001935613,0.0001276006,0.0909951,0.00001023936,0.00005961525,0.00005757028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995354,0.00003043738,0.000004752715,0.0001463647,0.00003415954,0.0000924273,0.00001872136,0.000006061613,0.0001316918],"genre_scores_gemma":[0.9987986,0.0002459799,0.00001710669,0.00001155305,0.00004087421,0.000002381319,0.0001409975,6.610123e-7,0.0007418477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5068229,"threshold_uncertainty_score":0.1439008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289487483944841,"score_gpt":0.1893952385632902,"score_spread":0.1765003637238418,"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."}}