{"id":"W2275099252","doi":"10.1002/ece3.1892","title":"A tough egg to crack: recreational boats as vectors for invasive goby eggs and transdisciplinary management approaches","year":2016,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Bundesamt für Umwelt","keywords":"Goby; Recreation; Invasive species; Propagule; Freshwater ecosystem; Fishery; Biology; Round goby; Biodiversity; Ecology; Introduced species; Ecosystem; Fish <Actinopterygii>","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":[0.002284782,0.0004330393,0.0002297679,0.0006008396,0.0009002314,0.001187973,0.0007134234,0.0009803436,0.003081821],"category_scores_gemma":[0.002109294,0.0001367198,0.0002496635,0.0003603747,0.001495672,0.001555092,0.002053656,0.0005105415,0.0001783517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009659174,"about_ca_system_score_gemma":0.00139379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007869913,"about_ca_topic_score_gemma":0.0333627,"domain_scores_codex":[0.9986511,0.0009776074,0.00003657998,0.0001194841,0.00009154011,0.0001237387],"domain_scores_gemma":[0.9985462,0.0005884742,0.0003169211,0.00005144831,0.0001491775,0.0003477791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008675609,0.002088607,0.4422291,0.002748844,0.0003093342,0.002387164,0.03153755,0.003092217,0.01712918,0.007909575,0.003282006,0.4864189],"study_design_scores_gemma":[0.000121718,0.008533456,0.7125039,0.004324011,0.0006999825,0.003376828,0.1907357,0.01431598,0.003895842,0.01373519,0.04750138,0.0002559453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644507,0.009232097,0.006507866,0.007166737,0.00009119764,0.0002950526,0.00005430195,0.0000262787,0.01217583],"genre_scores_gemma":[0.9792594,0.005614624,0.01204889,0.001025966,0.00004684381,0.0002510545,0.00005698708,0.000004540385,0.001691741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007869913,"threshold_uncertainty_score":0.01564819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770814853137662,"score_gpt":0.2358840747179194,"score_spread":0.2181759261865428,"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."}}