{"id":"W2085812882","doi":"10.3394/0380-1330(2008)34[535:daarot]2.0.co;2","title":"Distribution, Abundance, and Range of the Round Goby, Apollina melanostoma, in the Duluth-Superior Harbor and St. Louis River Estuary, 1998–2004","year":2008,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Minnesota Sea Grant, University of Minnesota; U.S. Geological Survey; National Oceanic and Atmospheric Administration","keywords":"Trawling; Fishery; Neogobius; Estuary; Round goby; Goby; Bycatch; Catch per unit effort; Sex ratio; Range (aeronautics); Bottom trawling; Population; Nest (protein structural motif); Habitat; Geography; Fishing; Ecology; Biology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431065,0.0001456656,0.0001081463,0.001189764,0.0004039746,0.0003032025,0.0003523289,0.0002118294,0.0008988197],"category_scores_gemma":[0.0003526029,0.000170155,0.0001376454,0.0007257938,0.0003900117,0.0002948014,0.0003925809,0.0001827316,0.0002110245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004077,"about_ca_system_score_gemma":0.0004066797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2212722,"about_ca_topic_score_gemma":0.5582992,"domain_scores_codex":[0.9999044,0.00001011359,0.00001179103,0.00003114959,0.0000183129,0.00002421102],"domain_scores_gemma":[0.9996051,0.00003685058,0.0001753875,0.00001750628,0.00009110138,0.0000739665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007681896,0.00001048894,0.9946756,0.0000122259,0.0000378667,0.0001031745,0.0003816198,0.000076812,0.00125128,0.00001512824,0.0004053068,0.002953733],"study_design_scores_gemma":[0.000001333747,0.000006965501,0.9994788,0.000003093915,0.000005877097,0.00003958059,0.0001768302,0.00004103918,0.00004345196,0.000002216545,0.0001996038,0.000001321822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986999,0.0001379505,0.00002117071,0.00002294872,0.000001471635,0.000001677397,0.000661246,0.000005702151,0.0004479479],"genre_scores_gemma":[0.99805,0.0001121546,0.00009317719,0.00002071968,0.000002466494,0.000006256912,0.0007753703,0.000002436262,0.0009374075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2212722,"threshold_uncertainty_score":0.4399686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496703142468226,"score_gpt":0.2708105295552056,"score_spread":0.2458434981305234,"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."}}