{"id":"W2034028144","doi":"10.1007/s10530-010-9777-9","title":"Invasion dynamics of round goby (Neogobius melanostomus) in Hamilton Harbour, Lake Ontario","year":2010,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Propagule pressure; Neogobius; Round goby; Biology; Allee effect; Invasive species; Propagule; Population; Introduced species; Ecology; Habitat; Population growth; Biological dispersal; Fishery; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001578751,0.0001272641,0.0001311187,0.000682686,0.001342487,0.0006086024,0.0003772578,0.0002730664,0.001002425],"category_scores_gemma":[0.0006679106,0.0002133765,0.0001678698,0.0005632226,0.0008322333,0.0003421646,0.0007587688,0.0002683075,0.0001241703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008392559,"about_ca_system_score_gemma":0.004980379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9423399,"about_ca_topic_score_gemma":0.9907818,"domain_scores_codex":[0.9998209,0.00002101686,0.000007728826,0.0000237265,0.0000448061,0.00008181728],"domain_scores_gemma":[0.9992805,0.00006040618,0.0002177458,0.00001770917,0.0001719739,0.0002515729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347818,0.0000260964,0.9862536,0.00002515753,0.0000349036,0.0002255684,0.006877576,0.0001989871,0.002339258,0.0001362352,0.0004898434,0.003258059],"study_design_scores_gemma":[0.000002353365,0.00001220967,0.9975311,0.000004164846,0.000006412043,0.00002549497,0.001789287,0.0001790867,0.000056101,0.000007284084,0.0003835708,0.000002953789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995039,0.00003488755,0.00001529493,0.00002970915,6.150726e-7,0.000003942094,0.00006545991,0.000001143016,0.0003450864],"genre_scores_gemma":[0.9989599,0.00005410147,0.00004474395,0.00001240629,6.586644e-7,0.000005105377,0.00006637685,8.299036e-7,0.0008558081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0576601,"threshold_uncertainty_score":0.1159993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06182721648235855,"score_gpt":0.2269204863728572,"score_spread":0.1650932698904987,"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."}}