{"id":"W2147519802","doi":"10.1016/j.jglr.2009.01.009","title":"Multiple male reproductive morphs in the invasive round goby (Apollonia melanostoma)","year":2009,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; McMaster University","keywords":"Biology; Round goby; Neogobius; Sperm competition; Sperm; Zoology; Mating; Ecology; Mating system; Courtship; Population; Goby; Competition (biology); Invasive species; Fishery; Demography; Fish <Actinopterygii>; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002546796,0.0001022549,0.0001927415,0.00006663885,0.0002901369,0.0001072417,0.0004814721,0.00009439057,0.0001784629],"category_scores_gemma":[0.000796422,0.00003081741,0.0001184691,0.0007486134,0.0001495322,0.0002979548,0.00003762822,0.00072047,0.00002575538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854258,"about_ca_system_score_gemma":0.00003471097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388252,"about_ca_topic_score_gemma":0.0007373292,"domain_scores_codex":[0.9977856,0.0004865049,0.0003114576,0.0002712462,0.0008048465,0.0003403551],"domain_scores_gemma":[0.9988469,0.0003945671,0.0001237545,0.0001178611,0.0004411798,0.00007573234],"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":[0.0005789583,0.0004624529,0.158481,0.000004467759,0.00001564671,0.0004308476,0.001303347,0.00001249657,0.7858014,0.0001270635,0.006561554,0.04622081],"study_design_scores_gemma":[0.0002391665,0.00209276,0.9732419,0.00003750367,0.000009776569,0.0008234125,0.003291058,0.000003536035,0.01196479,0.0006693147,0.007529936,0.00009679579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873012,0.0005503098,2.857004e-7,0.01038642,0.00009762682,0.0002349317,0.000005745369,0.000005539893,0.001417914],"genre_scores_gemma":[0.9975448,0.0002049231,0.00003484898,0.00006506366,0.0009008297,0.000003840482,0.000003768727,8.289835e-7,0.001241136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8147609,"threshold_uncertainty_score":0.3130124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389030523737026,"score_gpt":0.3361291879683018,"score_spread":0.2422388827309316,"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."}}