{"id":"W2901137589","doi":"10.1139/cjfas-2018-0340","title":"Alternative reproductive tactics, an overlooked source of life history variation in the invasive round goby","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Fisheries and Oceans Canada; McMaster University","funders":"","keywords":"Round goby; Trophic level; Biology; Neogobius; Ecology; Range (aeronautics); Goby; Zoology; Invasive species; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003636935,0.0002489827,0.0002512308,0.001396452,0.0004472148,0.0003493683,0.000260056,0.0002099862,0.001034639],"category_scores_gemma":[0.0008776422,0.0001539575,0.0001834386,0.0005828447,0.0005989122,0.0002837678,0.0005951171,0.0002584437,0.00009894549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075284,"about_ca_system_score_gemma":0.0001659168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267283,"about_ca_topic_score_gemma":0.07243333,"domain_scores_codex":[0.9998043,0.00004781146,0.00001203183,0.00005900977,0.00005148843,0.00002532374],"domain_scores_gemma":[0.9992357,0.0002046149,0.0003462022,0.00008825878,0.00004987506,0.00007526788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210105,0.0000385827,0.9358194,0.00006035768,0.0001617669,0.0002679139,0.001047987,0.0002282611,0.04670923,0.000124575,0.0001617361,0.01525929],"study_design_scores_gemma":[5.593494e-7,0.00002041084,0.9991122,0.000002892113,0.00001011405,0.0001363123,0.0001270372,0.000131905,0.0002351294,0.00003590319,0.0001835504,0.000003867554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990276,0.00009323458,0.0002609174,0.00001720827,0.000001318134,0.000003559994,0.0001240626,0.000007180242,0.0004647653],"genre_scores_gemma":[0.9987985,0.00005068735,0.0006413446,0.00002582261,0.000003141958,0.00001114741,0.0002340909,0.000007318854,0.0002278356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007267283,"threshold_uncertainty_score":0.01445001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672850028057071,"score_gpt":0.2141660780218292,"score_spread":0.1874375777412585,"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."}}