{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":37,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":37,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b30b3e4dbb1a","filters":{"venue":"Management of Biological Invasions"}},"results":[{"id":"W2121108942","doi":"10.3391/mbi.2014.5.1.01","title":"Tackling Invasive Alien Species in Europe: the top 20 issues","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":331,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; McGill University; Natural Sciences and Engineering Research Council of Canada","funders":"Inland Fisheries Ireland","keywords":"Alien; Alien species; Invasive species; Introduced species; Geography; Ecology; Fishery; Biology; Medicine; Environmental health","authors":[{"name":"Joe Caffrey","is_ca":false},{"name":"Jan‐Robert Baars","is_ca":false},{"name":"Pieter Boets","is_ca":false},{"name":"Philip J. Boon","is_ca":false},{"name":"K. Davenport","is_ca":false},{"name":"Jaimie T. A. Dick","is_ca":false},{"name":"John Early","is_ca":false},{"name":"Lennart Edsman","is_ca":false},{"name":"Cathal T. Gallagher","is_ca":false},{"name":"Jackson A. Gross","is_ca":false},{"name":"Petri Heinimaa","is_ca":false},{"name":"Chris Horrill","is_ca":false},{"name":"Stéphanie Hudin","is_ca":false},{"name":"Philip E. Hulme","is_ca":false},{"name":"Stephen Hynes","is_ca":false},{"name":"Hugh J. MacIsaac","is_ca":true},{"name":"Paul McLoone","is_ca":false},{"name":"Michael Millane","is_ca":false},{"name":"Toril Loennechen Moen","is_ca":false},{"name":"Niall Moore","is_ca":false},{"name":"J. R. Newman","is_ca":false},{"name":"Ruairi O’Conchuir","is_ca":false},{"name":"Martin O’Farrell","is_ca":false},{"name":"Colette O’Flynn","is_ca":false},{"name":"Birgit Oidtmann","is_ca":false},{"name":"Trevor Renals","is_ca":false},{"name":"Anthony Ricciardi","is_ca":true},{"name":"Helen E. Roy","is_ca":false},{"name":"Richard Shaw","is_ca":false},{"name":"Olaf L. F. Weyl","is_ca":false},{"name":"Frances Williams","is_ca":false},{"name":"Frances Lucy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07415580456119261,"gpt":0.2589031073050468,"spread":0.1847473027438542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01522285,0.001233299,0.0009489187,0.003288996,0.002979199,0.009719953,0.00128474,0.00504505,0.008525967],"category_scores_gemma":[0.008476414,0.000361468,0.0008953336,0.002767589,0.002009202,0.006273668,0.005666885,0.002650341,0.0009629522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529284,"about_ca_system_score_gemma":0.00884063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652941,"about_ca_topic_score_gemma":0.005346711,"domain_scores_codex":[0.9949607,0.001090641,0.000611679,0.0004501076,0.001750203,0.001136718],"domain_scores_gemma":[0.9916715,0.002748045,0.0008397448,0.0001883966,0.001652991,0.002899365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003077016,0.0004849808,0.02120668,0.006826394,0.0002159429,0.003815565,0.008765594,0.003007384,0.006577211,0.04478677,0.1838929,0.7201129],"study_design_scores_gemma":[0.00002683507,0.0002055779,0.03004259,0.005230675,0.00009943395,0.001573658,0.01733192,0.0005791209,0.001605139,0.02144843,0.9217792,0.00007742683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09566987,0.3984811,0.01135694,0.3026642,0.02278357,0.0003330341,0.0006697871,0.0004010229,0.1676404],"genre_scores_gemma":[0.4379436,0.3576131,0.03881234,0.09778809,0.01145712,0.0003585201,0.001693591,0.0002713563,0.05406221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01522285,"threshold_uncertainty_score":0.0805071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2415321925","doi":"10.3391/mbi.2016.7.2.01","title":"INVASIVESNET towards an International Association for Open Knowledge on Invasive Alien Species","year":2016,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"Institute of Botany of the Czech Academy of Sciences; U.S. Geological Survey; Akademie Věd České Republiky; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Sight Research UK; Universiteit Stellenbosch; Fundação para a Ciência e a Tecnologia; Natural Environment Research Council; Environmental Defense Fund","keywords":"Alien; Alien species; Association (psychology); Invasive species; Ecology; Biology; Geography; Medicine; Environmental health; Philosophy; Epistemology","authors":[{"name":"Frances Lucy","is_ca":false},{"name":"Helen E. Roy","is_ca":false},{"name":"Annie Simpson","is_ca":false},{"name":"James T. Carlton","is_ca":false},{"name":"John Mark Hanson","is_ca":true},{"name":"Kit Magellan","is_ca":false},{"name":"Marnie L. Campbell","is_ca":false},{"name":"Mark J. Costello","is_ca":false},{"name":"Shyama Pagad","is_ca":false},{"name":"Chad L. Hewitt","is_ca":false},{"name":"Justin McDonald","is_ca":false},{"name":"Phillip Cassey","is_ca":false},{"name":"Sidinei Magela Thomaz","is_ca":false},{"name":"Stelios Katsanevakis","is_ca":false},{"name":"Argyro Zenetos","is_ca":false},{"name":"Elena Tricarico","is_ca":false},{"name":"Angela Boggero","is_ca":false},{"name":"Quentin Groom","is_ca":false},{"name":"Tim Adriaens","is_ca":false},{"name":"Sonia Vanderhoeven","is_ca":false},{"name":"Mark E. Torchin","is_ca":false},{"name":"Pam Fuller","is_ca":false},{"name":"Mary Carman","is_ca":false},{"name":"David Bruce Conn","is_ca":false},{"name":"Jean Ricardo Simões Vitule","is_ca":false},{"name":"João Canning‐Clode","is_ca":false},{"name":"Henn Ojaveer","is_ca":false},{"name":"Sarah A. Bailey","is_ca":true},{"name":"Thomas W. Therriault","is_ca":true},{"name":"Renata Claudi","is_ca":false},{"name":"Anna Gazda","is_ca":false},{"name":"Jaimie T. A. Dick","is_ca":false},{"name":"Joe Caffrey","is_ca":false},{"name":"Arne Witt","is_ca":false},{"name":"Marc Kenis","is_ca":false},{"name":"Maiju Lehtiniemi","is_ca":false},{"name":"Harry Helmisaari","is_ca":false},{"name":"Vadim E. Panov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2292414422166449,"gpt":0.3345949134832549,"spread":0.10535347126661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.07116896,0.001281168,0.0008281068,0.004856786,0.006113726,0.01887105,0.006066299,0.01516906,0.03914638],"category_scores_gemma":[0.04603107,0.0009327537,0.001821136,0.002823097,0.004619224,0.01650828,0.02765098,0.01742463,0.02774151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005041832,"about_ca_system_score_gemma":0.04632488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209563,"about_ca_topic_score_gemma":0.0053262,"domain_scores_codex":[0.9594907,0.008933385,0.002836492,0.00448956,0.01956956,0.004680323],"domain_scores_gemma":[0.8764138,0.0139819,0.005839688,0.0127156,0.05072888,0.04032011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000143978,0.0005465808,0.002591114,0.0005374655,0.00003258951,0.0006429465,0.002033356,0.0007910816,0.004097177,0.2237159,0.6338668,0.131001],"study_design_scores_gemma":[0.000007610895,0.00003269632,0.0003650973,0.000160774,0.000003767041,0.00008958924,0.0002392325,0.000349745,0.0003015128,0.008498759,0.9899355,0.00001581594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006966905,0.005157935,0.1754003,0.2927949,0.08796749,0.00259099,0.002050596,0.004146877,0.422924],"genre_scores_gemma":[0.03847684,0.004326611,0.1558794,0.09066625,0.01175033,0.002744651,0.0100912,0.002097284,0.6839674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939337,"threshold_uncertainty_score":0.3763819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024930800","doi":"10.3391/mbi.2020.11.2.03","title":"Environmental DNA (eDNA) detection of marine aquatic invasive species (AIS) in Eastern Canada using a targeted species-specific qPCR approach","year":2020,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Interreg; Natural Environment Research Council; Leuphana Universität Lüneburg","keywords":"Environmental DNA; Biology; Invasive species; Aquatic environment; Ecology; Fishery; Biodiversity","authors":[{"name":"Francis LeBlanc","is_ca":false},{"name":"Valérie Belliveau","is_ca":false},{"name":"Erica Watson","is_ca":false},{"name":"Chantal Coomber","is_ca":false},{"name":"Nathalie Simard","is_ca":false},{"name":"Claudio DiBacco","is_ca":false},{"name":"Renée Bernier","is_ca":false},{"name":"Nellie Gagné","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0981188061853621,"gpt":0.197220703996104,"spread":0.0991018978107419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000436738,0.0002995318,0.0002762235,0.002321574,0.001526809,0.0009890043,0.0004965556,0.0004081583,0.001686553],"category_scores_gemma":[0.0007841053,0.0001961276,0.0003439059,0.002019084,0.0005562641,0.0001948378,0.0006560098,0.0004191228,0.0003228438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006039253,"about_ca_system_score_gemma":0.008723313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8530667,"about_ca_topic_score_gemma":0.955929,"domain_scores_codex":[0.9992004,0.00001952539,0.00003668505,0.0002331467,0.0003283019,0.0001819813],"domain_scores_gemma":[0.9989889,0.00008261524,0.0001041065,0.00001531908,0.0006994057,0.0001096815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004448319,0.0001091168,0.592839,0.0006106414,0.0001248519,0.0008404712,0.006336941,0.001793025,0.3438336,0.001025916,0.00213373,0.04990786],"study_design_scores_gemma":[0.00001291115,0.0001651441,0.929566,0.0001755784,0.0001418274,0.0004253982,0.008566171,0.003441418,0.03741043,0.0001852997,0.01983049,0.00007939019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729035,0.0007624075,0.004731991,0.0001505302,0.00002409042,0.0002012963,0.008350219,0.0000881993,0.01278763],"genre_scores_gemma":[0.9557763,0.001104402,0.01826083,0.0004910026,0.000006969568,0.0002170035,0.007434175,0.00003593035,0.01667338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469333,"threshold_uncertainty_score":0.2955971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563549943","doi":"10.3391/mbi.2017.8.2.11","title":"Evaluating trapping as a method to control the European green crab, Carcinus maenas, population at Pipestem Inlet, British Columbia","year":2017,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Carcinus maenas; Fishery; Inlet; Trapping; Decapoda; Population; Biology; Ecology; Environmental science; Oceanography; Crustacean; Geology; Demography","authors":[{"name":"Lynda Gail Duncombe","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1313741925201221,"gpt":0.3238992446190177,"spread":0.1925250520988956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244417,0.0003166774,0.0001590277,0.0007493414,0.001539156,0.0007396071,0.001335538,0.0004916433,0.001088049],"category_scores_gemma":[0.004411405,0.000228161,0.0001465216,0.000500204,0.0007096505,0.000444784,0.0003994406,0.0004037453,0.0001023551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008427761,"about_ca_system_score_gemma":0.008749047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7592688,"about_ca_topic_score_gemma":0.9474163,"domain_scores_codex":[0.9985142,0.0006341566,0.00005768989,0.000119653,0.0004546567,0.0002195199],"domain_scores_gemma":[0.9959752,0.001419965,0.0006203447,0.0001186644,0.00127316,0.0005927398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002235679,0.003947232,0.7580909,0.0004742742,0.0003418751,0.0003646207,0.004838672,0.008002057,0.02163316,0.0003900756,0.003181609,0.1964999],"study_design_scores_gemma":[0.0002099628,0.004877336,0.9712433,0.00009603948,0.0002695979,0.00008508724,0.005921662,0.009470941,0.004553347,0.00007266814,0.003163983,0.00003618691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963719,0.0001567332,0.0003032077,0.0001813122,0.00001025621,0.0001709585,0.00006871244,0.00001733496,0.002719804],"genre_scores_gemma":[0.9962131,0.0001809515,0.001280619,0.00008732628,0.000004289804,0.0001238805,0.00008395557,0.000003248162,0.002022634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407312,"threshold_uncertainty_score":0.4842979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2740669056","doi":"10.3391/mbi.2017.8.3.12","title":"A risk assessment of the golden mussel, Limnoperna fortunei (Dunker, 1857) for Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mussel; Fishery; Biology; Oceanography; Geology","authors":[{"name":"Gerald L. Mackie","is_ca":false},{"name":"Jeff Brinsmead","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08790106463007187,"gpt":0.2758769152216218,"spread":0.18797585059155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000600472,0.0004970059,0.0002253328,0.001665215,0.002164888,0.001431134,0.0008587295,0.000448335,0.001537297],"category_scores_gemma":[0.001620442,0.0001907893,0.0004637827,0.001003351,0.0003763274,0.0004044232,0.0006594015,0.0002802316,0.0001492398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02286131,"about_ca_system_score_gemma":0.02089836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845853,"about_ca_topic_score_gemma":0.9959062,"domain_scores_codex":[0.9995559,0.0000380673,0.00002226952,0.00003893482,0.000242165,0.000102695],"domain_scores_gemma":[0.9989003,0.00006895386,0.000162667,0.00001979265,0.0006933073,0.0001549628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003074115,0.00008099773,0.9222372,0.0002240144,0.0001928223,0.0007657898,0.002424362,0.01090618,0.002240132,0.001472425,0.005361019,0.05378765],"study_design_scores_gemma":[0.00001860535,0.0001971084,0.9663489,0.0001494328,0.000188258,0.0002926822,0.005502488,0.01358,0.0006745883,0.000441463,0.01256324,0.00004317865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867444,0.001026798,0.0008767431,0.0005079925,0.00001220729,0.0000784913,0.001661983,0.00002974538,0.009061647],"genre_scores_gemma":[0.9935631,0.0005770486,0.001156402,0.00003846054,0.00000201484,0.00001294222,0.0006918742,0.000007209848,0.003951044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02286131,"threshold_uncertainty_score":0.1658713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165761937","doi":"10.3391/mbi.2014.5.3.12","title":"An empirical analysis of the consequences of zebra mussel invasions on fisheries in inland, freshwater lakes in Southern Ontario","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fishery; Zebra mussel; Aquatic animal; Freshwater fish; Ecology; Geography; Mussel; Biology; Fish <Actinopterygii>","authors":[{"name":"Sarah Nienhuis","is_ca":false},{"name":"Tim Haxton","is_ca":false},{"name":"Tal Dunkley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09085273269846496,"gpt":0.264896851879545,"spread":0.17404411918108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197075,0.0001788069,0.0001848693,0.0004571292,0.000992529,0.0007627106,0.0004348735,0.0002527187,0.0009687573],"category_scores_gemma":[0.003770228,0.000184884,0.0002504235,0.001535662,0.0009373651,0.0005169233,0.000620018,0.0002499991,0.00009340316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006795665,"about_ca_system_score_gemma":0.004252614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8161483,"about_ca_topic_score_gemma":0.9540952,"domain_scores_codex":[0.9995931,0.00006249699,0.00002594521,0.00008267876,0.0001170438,0.0001187791],"domain_scores_gemma":[0.9974455,0.0004828614,0.001025329,0.000120277,0.0005670195,0.0003590127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002867859,0.0000102693,0.9975535,0.00001247349,0.00002721448,0.0001174698,0.0008767501,0.0001461251,0.0002370609,0.00002902622,0.0001259221,0.0008353762],"study_design_scores_gemma":[7.85294e-7,0.000005425515,0.9989359,0.000002271056,0.000004211937,0.00001399377,0.0007949416,0.0001234238,0.00001285327,0.000007136209,0.00009789094,0.000001132542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994783,0.00003482489,0.0000236125,0.00002784292,4.073691e-7,0.000003827822,0.0001515036,8.197579e-7,0.0002789058],"genre_scores_gemma":[0.9994611,0.00006175083,0.00003562509,0.00001208678,7.250611e-7,0.000004311743,0.0001938439,8.381949e-7,0.0002296693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838517,"threshold_uncertainty_score":0.3698689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109261000","doi":"10.3391/mbi.2014.5.3.08","title":"Evaluating efficacy of a ballast water filtration system for reducing spread of aquatic species in freshwater ecosystems","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Transport Canada","keywords":"Ballast; Aquatic ecosystem; Environmental science; Filtration (mathematics); Freshwater ecosystem; Ecosystem; Aquatic animal; Fishery; Ecology; Aquatic environment; Biology; Fish <Actinopterygii>; Mathematics","authors":[{"name":"Elizabeta Briski","is_ca":true},{"name":"Robert Dallas Linley","is_ca":true},{"name":"Jennifer Adams","is_ca":true},{"name":"Sarah A. Bailey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1005920872232396,"gpt":0.2782259625287736,"spread":0.177633875305534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234144,0.0005784894,0.0005379333,0.0003771896,0.0004709925,0.000637611,0.0007237262,0.0007769609,0.0007702168],"category_scores_gemma":[0.001440482,0.0002052142,0.0006787669,0.0002865777,0.0005305411,0.000852665,0.0003771549,0.0005105776,0.00009312089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007985058,"about_ca_system_score_gemma":0.0006617404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403456,"about_ca_topic_score_gemma":0.004369641,"domain_scores_codex":[0.9991478,0.000237855,0.0001086706,0.000172617,0.0002366332,0.00009645892],"domain_scores_gemma":[0.9988025,0.0003010377,0.0004590816,0.0000538477,0.0001969432,0.0001865679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009797194,0.01709088,0.03482349,0.001956788,0.000461553,0.0001325054,0.0004462925,0.004538454,0.8762218,0.000158494,0.0001632747,0.05420923],"study_design_scores_gemma":[0.0006317148,0.4704068,0.1507446,0.00008279611,0.0006014124,0.0001068987,0.0003233269,0.00307179,0.3724476,0.00009828307,0.001420184,0.00006463374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993855,0.0001202823,0.0002167069,0.00001623804,0.000006291234,0.00009424966,0.00002107867,0.000004038996,0.0001355406],"genre_scores_gemma":[0.9966828,0.000429754,0.00212363,0.00004898081,0.00001167894,0.0001231901,0.00008917844,0.000002377917,0.0004884446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00403456,"threshold_uncertainty_score":0.00802213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082460794","doi":"10.3391/mbi.2020.11.3.17","title":"A framework for aquatic invasive species surveillance site selection and prioritization in the US waters of the Laurentian Great Lakes","year":2020,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Propagule pressure; Invasive species; Proxy (statistics); Prioritization; Shore; Range (aeronautics); Geography; Ecology; Population; Water quality; Risk assessment; Fishery; Environmental science; Environmental resource management; Biology; Biological dispersal; Computer science","authors":[{"name":"Andrew Tucker","is_ca":false},{"name":"W. Lindsay Chadderton","is_ca":false},{"name":"Gust Annis","is_ca":false},{"name":"Alisha Dahlstrom Davidson","is_ca":false},{"name":"Joel C. Hoffman","is_ca":false},{"name":"Jon Bossenbroek","is_ca":false},{"name":"Stephen R. Hensler","is_ca":false},{"name":"Michael H. Hoff","is_ca":false},{"name":"Erika Jensen","is_ca":false},{"name":"Donna R. Kashian","is_ca":false},{"name":"Sarah Lesage","is_ca":false},{"name":"Timothy R. Strakosh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06655901882005376,"gpt":0.245428533452652,"spread":0.1788695146325983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01153276,0.001232281,0.0008704131,0.007662546,0.00196081,0.005191227,0.003301016,0.001629117,0.002792695],"category_scores_gemma":[0.02111326,0.000850849,0.00131819,0.003814934,0.002811292,0.002841734,0.004766268,0.001822338,0.0003745336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006508168,"about_ca_system_score_gemma":0.01222802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1502966,"about_ca_topic_score_gemma":0.1452443,"domain_scores_codex":[0.9924989,0.004104423,0.0005621376,0.001379313,0.0009427276,0.0005124233],"domain_scores_gemma":[0.9912845,0.004473098,0.00131021,0.0002506105,0.002119631,0.000562105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000133929,0.0004236478,0.1173961,0.0008851089,0.0003709936,0.001098924,0.007630655,0.3503914,0.002692475,0.3076048,0.02684301,0.184529],"study_design_scores_gemma":[0.0001268099,0.000224104,0.02465333,0.0005482818,0.0001595746,0.000351138,0.00660539,0.7698231,0.0007908694,0.1724728,0.02406525,0.0001793617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05128777,0.001315817,0.9052121,0.01634329,0.0001358761,0.001945399,0.00194031,0.0008010961,0.02101825],"genre_scores_gemma":[0.3354613,0.0006773038,0.6583403,0.0006442413,0.00007110281,0.001427578,0.001125364,0.00004260182,0.002210171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1502966,"threshold_uncertainty_score":0.2988435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100650169","doi":"10.3391/mbi.2012.3.1.02","title":"Effect of colonial tunicate presence on Ciona intestinalis recruitment within a mussel farming environment","year":2012,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Tunicate; Ciona intestinalis; Mussel; Fishery; Colonialism; Ciona; Biology; Invertebrate; Ecology; Geography; Archaeology; Gene","authors":[{"name":"Christine Paetzold","is_ca":false},{"name":"Donna Giberson","is_ca":true},{"name":"Jonathan Hill","is_ca":true},{"name":"John Davidson","is_ca":true},{"name":"Jeff Davidson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1368245207461394,"gpt":0.2939795332283352,"spread":0.1571550124821958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877484,0.0002694715,0.0001975576,0.0002830113,0.0004487981,0.0006431512,0.0002921408,0.0002739613,0.001486824],"category_scores_gemma":[0.0009733676,0.000187687,0.0001698758,0.000127288,0.0005607345,0.0002399965,0.0005690766,0.0004944102,0.0001405428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007310451,"about_ca_system_score_gemma":0.0003832538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273522,"about_ca_topic_score_gemma":0.04243222,"domain_scores_codex":[0.9997473,0.00005018508,0.00001555452,0.00007712256,0.00003573122,0.00007399608],"domain_scores_gemma":[0.9988087,0.0002537458,0.0003259152,0.00004739531,0.0000856921,0.0004785437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00336118,0.0009707526,0.6550941,0.00008418338,0.0001319692,0.0008795494,0.0009052216,0.0003681305,0.328238,0.00006245385,0.0001998157,0.009704379],"study_design_scores_gemma":[0.000005817128,0.0005786312,0.9965698,0.000002727489,0.00001266617,0.00008018391,0.0002629969,0.0001744841,0.002190522,0.00000554322,0.0001118741,0.000004765703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997644,0.0000179286,0.000007095778,0.000005781577,8.957734e-7,0.000001670394,0.00001016968,7.96084e-7,0.0001911193],"genre_scores_gemma":[0.9996131,0.00001350668,0.00004364362,0.00001228478,0.0000011717,0.000003090978,0.00002759071,7.266348e-7,0.0002848841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273522,"threshold_uncertainty_score":0.0253222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297723044","doi":"10.3391/mbi.2022.13.4.01","title":"Which calibrated threshold is appropriate for ranking non-native species using scores generated by WRA-type screening toolkits that assess risks under both current and future climate conditions?","year":2022,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"Centre for Environment, Fisheries and Aquaculture Science; Sveučilište u Zagrebu","keywords":"Ranking (information retrieval); Current (fluid); Environmental science; Statistics; Ecology; Econometrics; Biology; Computer science; Mathematics; Machine learning; Engineering","authors":[{"name":"Lorenzo Vilizzi","is_ca":false},{"name":"Marina Piria","is_ca":false},{"name":"Gordon H. Copp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3154925928635945,"gpt":0.3410057932178864,"spread":0.02551320035429183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01780815,0.001291577,0.001475936,0.005322563,0.0009742541,0.00579208,0.002518155,0.001400937,0.01284198],"category_scores_gemma":[0.08001067,0.000562671,0.001622714,0.00390723,0.001209081,0.004082473,0.002809315,0.001836412,0.01094855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265673,"about_ca_system_score_gemma":0.002594496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006585877,"about_ca_topic_score_gemma":0.01390156,"domain_scores_codex":[0.9861203,0.005415934,0.001579995,0.001496118,0.004594642,0.0007930044],"domain_scores_gemma":[0.9642138,0.01507741,0.00326519,0.003386671,0.01306278,0.0009940458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001059039,0.0003285332,0.1133318,0.004503543,0.0006169251,0.000623794,0.003102494,0.015909,0.03085948,0.02958417,0.1065842,0.6934971],"study_design_scores_gemma":[0.0003359232,0.001712497,0.208527,0.005837395,0.001075198,0.002161133,0.01034001,0.1329976,0.08720371,0.1309089,0.4170651,0.00183553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.159704,0.004970989,0.6908219,0.007423525,0.002962248,0.001230217,0.0219881,0.01590214,0.09499689],"genre_scores_gemma":[0.395559,0.002703466,0.5686476,0.001663863,0.0002804059,0.001311669,0.01593314,0.003731448,0.01016935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01780815,"threshold_uncertainty_score":0.09417963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279428492","doi":"10.3391/mbi.2015.6.4.08","title":"An analysis of suspected crayfish invasions in Missouri, U.S.A.: evidence for the prevalence of short-range translocations and support for expanded survey efforts","year":2015,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Crayfish; Range (aeronautics); Geography; Fishery; Ecology; Biology; Zoology; Engineering","authors":[{"name":"Robert J. DiStefano","is_ca":false},{"name":"Emily M. Imhoff","is_ca":false},{"name":"Dusty Swedberg","is_ca":false},{"name":"Thomas C. Boersig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2729996848112407,"gpt":0.3444712274485929,"spread":0.07147154263735223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006274571,0.0002693168,0.0001789716,0.003623474,0.001049972,0.0007360082,0.0004814044,0.0002935007,0.001038988],"category_scores_gemma":[0.002711562,0.0003022579,0.000259181,0.004012183,0.0005376383,0.0004275538,0.0009174336,0.0003814333,0.0001573603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322244,"about_ca_system_score_gemma":0.002119291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3289675,"about_ca_topic_score_gemma":0.5990257,"domain_scores_codex":[0.9994994,0.00005222187,0.0000881321,0.0001034479,0.0001785389,0.00007822127],"domain_scores_gemma":[0.9930876,0.0008611443,0.003515459,0.0002656588,0.00153204,0.0007381389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001936116,0.00001011064,0.9963599,0.00004245539,0.00002183339,0.0001134704,0.0004499234,0.00003494504,0.0006023893,0.000008977642,0.0001261623,0.002210589],"study_design_scores_gemma":[5.485082e-7,0.000008503523,0.9990923,0.00001326875,0.000008196043,0.00006421481,0.0005180299,0.00005744377,0.00005102128,0.000001716947,0.0001829849,0.000001793112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981952,0.0002688947,0.0000766127,0.00004830345,0.00000197978,0.00001732738,0.0008835079,0.00001079993,0.0004972926],"genre_scores_gemma":[0.997543,0.0004997374,0.0003212415,0.00003596339,0.000003509713,0.00001841749,0.001252254,0.000002849129,0.0003229266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3289675,"threshold_uncertainty_score":0.6541054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617351405","doi":"10.3391/mbi.2017.8.2.05","title":"Optimizing screening protocols for non-indigenous species: are currently used tools over-parameterized?","year":2017,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Parameterized complexity; Indigenous; Computer science; Fishery; Biology; Environmental resource management; Geography; Ecology; Environmental science; Algorithm","authors":[{"name":"David Drolet","is_ca":false},{"name":"Claudio DiBacco","is_ca":false},{"name":"Andrea Locke","is_ca":false},{"name":"Cynthia H. McKenzie","is_ca":true},{"name":"Christopher W. McKindsey","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3205135890291845,"gpt":0.3760508949994332,"spread":0.0555373059702487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02549156,0.00213943,0.002643011,0.002361136,0.0009756674,0.005775656,0.00353984,0.001730194,0.002319002],"category_scores_gemma":[0.05109048,0.001109291,0.001247731,0.002394692,0.001798011,0.005711044,0.003725726,0.002611332,0.002904268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679598,"about_ca_system_score_gemma":0.003891588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948095,"about_ca_topic_score_gemma":0.007263748,"domain_scores_codex":[0.9723984,0.01181771,0.002221793,0.002820472,0.00929737,0.001444229],"domain_scores_gemma":[0.9566569,0.02200253,0.00500526,0.008430052,0.007184543,0.0007207037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007082461,0.001108486,0.05377969,0.004955602,0.001009832,0.0003258207,0.002126015,0.01760646,0.5926723,0.005909362,0.006313141,0.313485],"study_design_scores_gemma":[0.0001137491,0.001710002,0.06433838,0.002084147,0.001762097,0.001419033,0.004798873,0.08362418,0.7231517,0.02367977,0.0927925,0.0005256328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3675169,0.0172795,0.586715,0.005665335,0.0007982446,0.001852054,0.00364491,0.008005817,0.008522279],"genre_scores_gemma":[0.403916,0.01647446,0.5660881,0.001586745,0.0002041183,0.00251878,0.0051192,0.001387985,0.002704599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02549156,"threshold_uncertainty_score":0.1348138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510811649","doi":"10.3391/mbi.2016.7.3.07","title":"Volume and contents of residual water in recreational watercraft ballast systems","year":2016,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Winston Churchill Memorial Trust; Australian Government; Department of Conservation, New Zealand","keywords":"Watercraft; Ballast; Residual; Environmental science; Recreation; Marine engineering; Fishery; Computer science; Geology; Ecology; Oceanography; Engineering; Biology","authors":[{"name":"Todd Verboomen","is_ca":false},{"name":"Gary R. Montz","is_ca":false},{"name":"Titus S. Seilheimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06702329639825634,"gpt":0.2224468057394539,"spread":0.1554235093411976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208205,0.0001092936,0.0001732966,0.0009943154,0.0004482878,0.001060887,0.0003873819,0.0002481574,0.003178636],"category_scores_gemma":[0.001886471,0.0001004866,0.0002393913,0.00152081,0.0004206931,0.0008677572,0.0008180251,0.0002752001,0.0003661287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111227,"about_ca_system_score_gemma":0.0008459258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0434651,"about_ca_topic_score_gemma":0.1068141,"domain_scores_codex":[0.9995137,0.0001050524,0.00005256844,0.00009892924,0.000152215,0.0000775325],"domain_scores_gemma":[0.9988295,0.0002138692,0.0005597431,0.00002298611,0.0002103528,0.0001634955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712631,0.00005446095,0.9257207,0.0006062903,0.00007862184,0.0003667759,0.005037394,0.0003605459,0.002311677,0.0003294547,0.002946058,0.06191688],"study_design_scores_gemma":[0.000003515069,0.0001863463,0.9774446,0.0002497525,0.00003668445,0.0002290505,0.01184933,0.0005725606,0.00061649,0.0002689686,0.008520915,0.00002170929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870768,0.002276989,0.0002642673,0.0006320113,0.00003035324,0.00003193743,0.003090931,0.00003450218,0.006562168],"genre_scores_gemma":[0.9958909,0.001076248,0.0002487096,0.000110187,0.00001408857,0.00001508957,0.0009030794,0.000009470379,0.001732189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0434651,"threshold_uncertainty_score":0.08642423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153159643","doi":"10.3391/mbi.2014.5.3.09","title":"Investigating mitigation of juvenile European green crab Carcinus maenas from seed mussels to prevent transfer during Newfoundland mussel aquaculture operations","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Carcinus maenas; Juvenile; Fishery; Aquaculture; Mussel; Biology; Decapoda; Shellfish; Aquatic animal; Ecology; Crustacean; Fish <Actinopterygii>","authors":[{"name":"Kiley Best","is_ca":false},{"name":"Cynthia H. McKenzie","is_ca":false},{"name":"C. Couturier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03739224253641744,"gpt":0.2285471126528764,"spread":0.191154870116459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361896,0.000231273,0.00009865194,0.0001154855,0.0003433252,0.0002164759,0.0001921324,0.0001892109,0.00076053],"category_scores_gemma":[0.0002082884,0.00007062505,0.0001534368,0.00006178939,0.0001713229,0.0001241454,0.0001688429,0.0002053971,0.00007362019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183412,"about_ca_system_score_gemma":0.0008127913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03903803,"about_ca_topic_score_gemma":0.231219,"domain_scores_codex":[0.9999223,0.00001141963,0.000003999283,0.0000214099,0.00001720081,0.00002366601],"domain_scores_gemma":[0.9998215,0.00001556082,0.00007266429,0.000009009211,0.00004342626,0.000037866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001267496,0.0009940311,0.1356039,0.0002533617,0.00008748934,0.0002522591,0.001069207,0.001476828,0.8368572,0.00006589032,0.0003681571,0.02170415],"study_design_scores_gemma":[0.00003622611,0.009350391,0.8872924,0.0000227075,0.00007431895,0.00008079258,0.001313649,0.0007760663,0.09918813,0.00002495758,0.001829913,0.00001051206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996406,0.00002726211,0.00005065646,0.000016692,0.000001717183,0.00001109633,0.00001907294,0.000001737735,0.0002311616],"genre_scores_gemma":[0.9983703,0.00007709996,0.000335271,0.00004805281,0.000001644236,0.00002808608,0.00006801498,8.629179e-7,0.001070595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609619,"threshold_uncertainty_score":0.07762164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007363153","doi":"10.3391/mbi.2020.11.1.03","title":"Tomorrow Never Dies: biodegradation and subsequent viability of invasive macrophytes following exposure to aquatic disinfectants","year":2020,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Sight Research UK; Natural Environment Research Council; McGill University; Department for the Economy; University of Windsor","keywords":"Macrophyte; Biodegradation; Biology; Ecology","authors":[{"name":"Kate Crane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08904276456852003,"gpt":0.2387494065304547,"spread":0.1497066419619346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008627747,0.0002199991,0.0001944327,0.0001441378,0.0002815142,0.0002702895,0.0001057631,0.0002651034,0.001390179],"category_scores_gemma":[0.0002021343,0.00008428023,0.0001565548,0.00009589708,0.0001581645,0.0001776209,0.0002422848,0.0003841736,0.0001713013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265443,"about_ca_system_score_gemma":0.0001403165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277399,"about_ca_topic_score_gemma":0.009085016,"domain_scores_codex":[0.999917,0.000008231515,0.000004127185,0.00002085086,0.00002197322,0.00002774969],"domain_scores_gemma":[0.9998286,0.00002518702,0.00005639094,0.00001013895,0.00003439061,0.00004528379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009925885,0.0001602139,0.05992649,0.00009478511,0.00003146881,0.0007016802,0.0008761944,0.00008503599,0.9298702,0.00003314276,0.0001074368,0.007120836],"study_design_scores_gemma":[0.00001026937,0.004253427,0.7891921,0.0000289007,0.00007674195,0.000560926,0.002485576,0.0005036924,0.2014047,0.00007831371,0.001378945,0.00002640066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992182,0.0001584525,0.00006350985,0.00001625383,0.000003901537,0.000004638212,0.00007083503,0.000002273482,0.0004617974],"genre_scores_gemma":[0.9984316,0.0001201044,0.0001360763,0.00002496819,0.000001901363,0.0000077233,0.0001535261,0.000001293599,0.001122786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003277399,"threshold_uncertainty_score":0.006516635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973155362","doi":"10.3391/mbi.2020.11.1.02","title":"In for the kill: novel biosecurity approaches for invasive and medically important mosquito species","year":2019,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; Department of Agriculture, Environment and Rural Affairs, UK Government; European Commission; Natural Environment Research Council; McGill University; Department for the Economy; University of Windsor","keywords":"Biosecurity; Invasive species; Biology; Ecology; Fishery","authors":[{"name":"Ross N. Cuthbert","is_ca":false},{"name":"Eoghan M. Cunningham","is_ca":false},{"name":"Kate Crane","is_ca":false},{"name":"Jaimie T. A. Dick","is_ca":false},{"name":"Amanda Callaghan","is_ca":false},{"name":"Neil E. Coughlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1465205536390812,"gpt":0.2874507433081101,"spread":0.1409301896690289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002026889,0.0005085235,0.0002239363,0.0002215243,0.0002390289,0.0004152374,0.0003684424,0.0004726794,0.004289994],"category_scores_gemma":[0.0001504295,0.0001016868,0.0002446978,0.00007122545,0.0002053434,0.0007762305,0.0004650074,0.0007741496,0.0005322798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064148,"about_ca_system_score_gemma":0.0001807614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615093,"about_ca_topic_score_gemma":0.001391687,"domain_scores_codex":[0.9999089,0.00001478175,0.000005163429,0.00001778203,0.00003274767,0.00002057584],"domain_scores_gemma":[0.9999193,0.000009712009,0.00002993918,0.000006393086,0.00001838839,0.00001630441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003702036,0.0002879267,0.003156586,0.0008841997,0.00004289188,0.0002887208,0.0001487449,0.0003446334,0.8418109,0.0009172838,0.002906932,0.148841],"study_design_scores_gemma":[0.0001171965,0.008834793,0.05317031,0.0003158984,0.0002854005,0.004354111,0.0007877966,0.005726374,0.7654768,0.001587531,0.1592622,0.00008163405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420995,0.06985515,0.04054277,0.007353872,0.001942329,0.0005879479,0.0008607912,0.0009621658,0.03579542],"genre_scores_gemma":[0.9275385,0.02251557,0.02270826,0.001982066,0.0004017928,0.0001522213,0.0008321988,0.00005237819,0.02381692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004289994,"threshold_uncertainty_score":0.01435143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761745458","doi":"10.3391/mbi.2017.8.4.10","title":"Didemnum vexillum: invasion potential via harvesting and processing of the Pacific oyster (Crassostrea gigas) in British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Geological Survey; Colorado State University","keywords":"Pacific oyster; Crassostrea; Fishery; Biology; Aquaculture; Aquatic animal; Oyster; Shellfish; Geography; Fish <Actinopterygii>","authors":[{"name":"Louis Ferguson","is_ca":false},{"name":"John D.P. Davidson","is_ca":false},{"name":"Thomas Landry","is_ca":false},{"name":"Jeff C. Clements","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03437466769062645,"gpt":0.2183930063469803,"spread":0.1840183386563539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892849,0.000267351,0.0001868816,0.001136804,0.001664323,0.0007230024,0.0006296638,0.0002772662,0.001285203],"category_scores_gemma":[0.0005259494,0.000175396,0.0001557125,0.001055687,0.0004934133,0.0002461648,0.0004429887,0.0003979212,0.0001460542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008943007,"about_ca_system_score_gemma":0.003960506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802864,"about_ca_topic_score_gemma":0.9940653,"domain_scores_codex":[0.9998475,0.000009836118,0.000007722637,0.00003649553,0.00004332777,0.00005493475],"domain_scores_gemma":[0.9995418,0.00003457223,0.00009993614,0.00001234911,0.000162087,0.0001493513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001606644,0.00006662439,0.9816961,0.00005323043,0.00005035336,0.0002843341,0.001326813,0.0002587796,0.003749053,0.00008554562,0.0006896951,0.01157878],"study_design_scores_gemma":[0.000001759134,0.000008867824,0.9987015,0.000007402346,0.00000668407,0.0000284601,0.0007593379,0.0001249241,0.0000649171,0.000005414143,0.0002880224,0.000002777521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997874,0.0002886452,0.00003194836,0.00006608872,0.000002688005,0.000008426778,0.0003909531,0.000005903257,0.001331214],"genre_scores_gemma":[0.9986752,0.0002531009,0.00007933601,0.0000244153,0.000001120302,0.00000435529,0.0002745483,0.000001971889,0.0006859644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971358,"threshold_uncertainty_score":0.06488633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123411472","doi":"10.3391/mbi.2014.5.1.04","title":"Mathematical model describing the population dynamics of Ciona intestinalis, a biofouling tunicate on mussel farms in Prince Edward Island, Canada","year":2014,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Tunicate; Ciona intestinalis; Biofouling; Mussel; Fishery; Population; Pearl; Biology; Ciona; Ecology; Geography; Demography; Archaeology","authors":[{"name":"Thitiwan Patanasatienkul","is_ca":true},{"name":"Crawford W. Revie","is_ca":true},{"name":"Jeff Davidson","is_ca":true},{"name":"Javier Sánchez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1015283228260202,"gpt":0.2468808729396584,"spread":0.1453525501136382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002392426,0.0007178587,0.0004887471,0.0005147404,0.0007889463,0.001032167,0.001772041,0.001009501,0.003780642],"category_scores_gemma":[0.000738082,0.0003368952,0.0005144282,0.0005274455,0.0006164531,0.0005324252,0.0005580247,0.0006411793,0.0005106243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944972,"about_ca_system_score_gemma":0.00484854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5105906,"about_ca_topic_score_gemma":0.3725315,"domain_scores_codex":[0.9998759,0.0000150691,0.000007032592,0.00003589108,0.00002803428,0.00003811095],"domain_scores_gemma":[0.9996463,0.0001102357,0.00008518472,0.000009095283,0.0001212168,0.00002800884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001688561,0.00001743965,0.003736097,0.00004294115,0.00001685789,0.0001945333,0.00007961557,0.9889732,0.001094254,0.00341981,0.0006047942,0.001803642],"study_design_scores_gemma":[0.00001002849,0.00001908529,0.001558093,0.000007460333,0.00002052373,0.00004308629,0.00005859378,0.9966807,0.0001051398,0.0005986842,0.0008888681,0.000009783499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7070842,0.001274152,0.2002665,0.001852001,0.0001230185,0.0003081209,0.006700234,0.0005619113,0.0818299],"genre_scores_gemma":[0.9648453,0.0005901539,0.007076611,0.00009721641,0.00001809303,0.0002049817,0.0008701769,0.00003279813,0.02626482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894094,"threshold_uncertainty_score":0.9845834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550386900","doi":"10.3391/mbi.2016.7.4.06","title":"Early detection of the non-indigenous colonial ascidian Diplosoma listerianum in eastern Canada and its implications for monitoring","year":2016,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Fishery; Geography; Ecology; Ethnology; Biology; History; Archaeology","authors":[{"name":"Nathalie Simard","is_ca":false},{"name":"Sarah Stewart-Clark","is_ca":false},{"name":"Renée Bernier","is_ca":false},{"name":"Madeleine Nadeau","is_ca":false},{"name":"Jessica E. Willis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04820642630124149,"gpt":0.2360335581977142,"spread":0.1878271318964727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172433,0.0001628098,0.000126311,0.0008037531,0.002204442,0.0007107933,0.0003688649,0.000297388,0.001224142],"category_scores_gemma":[0.0008139446,0.0001009961,0.00008682137,0.0009328302,0.0008106348,0.0002217992,0.0006649588,0.0004094293,0.0001323233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007186888,"about_ca_system_score_gemma":0.01033116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683046,"about_ca_topic_score_gemma":0.9916019,"domain_scores_codex":[0.9997784,0.00001728522,0.000007652611,0.00003786329,0.00006928809,0.00008957289],"domain_scores_gemma":[0.999111,0.00008267065,0.0001386662,0.000020704,0.0004245182,0.000222544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014614,0.00003690902,0.9702688,0.00005480293,0.000016872,0.001024157,0.004088004,0.0001156499,0.00448704,0.0001295563,0.0006078794,0.0190241],"study_design_scores_gemma":[0.00000241748,0.00003485455,0.9878579,0.00002338339,0.00001184946,0.0002329829,0.008890694,0.0001968421,0.0004778586,0.00003781528,0.00222209,0.00001134837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960361,0.000317617,0.000128738,0.000173502,0.000006555612,0.00001908539,0.0002333135,0.000004720201,0.003080404],"genre_scores_gemma":[0.9980642,0.0002928037,0.0002217379,0.00004840418,0.000002339016,0.000002970518,0.0001188877,0.000001190499,0.001247389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169537,"threshold_uncertainty_score":0.06376398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285260898","doi":"10.3391/mbi.2022.13.2.03","title":"No time to dye: dye-induced light differences mediate growth rates among invasive macrophytes","year":2022,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; McGill University","funders":"","keywords":"Macrophyte; Environmental science; Ecology; Biology","authors":[{"name":"Kate Crane","is_ca":false},{"name":"Ross N. Cuthbert","is_ca":false},{"name":"Neil E. Coughlan","is_ca":false},{"name":"Louise Kregting","is_ca":false},{"name":"Neil Reid","is_ca":false},{"name":"Anthony Ricciardi","is_ca":true},{"name":"Hugh J. MacIsaac","is_ca":true},{"name":"Jaimie T. A. Dick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04429081225282976,"gpt":0.2086663974632704,"spread":0.1643755852104406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154884,0.0001475246,0.0001873916,0.00006558749,0.000146728,0.0003511022,0.0002043742,0.0003117574,0.002310555],"category_scores_gemma":[0.0002342955,0.00009818064,0.0001285155,0.00008104712,0.0002042929,0.0004487731,0.000292972,0.0005531302,0.0002345239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330558,"about_ca_system_score_gemma":0.0002162298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294211,"about_ca_topic_score_gemma":0.005711843,"domain_scores_codex":[0.9998319,0.00001652047,0.000009870083,0.00007441011,0.00003695378,0.00003034016],"domain_scores_gemma":[0.9997199,0.00007800674,0.00007608259,0.00002440474,0.00003601205,0.00006563943],"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":[0.0004656513,0.0000567397,0.004023244,0.00005507825,0.000007313356,0.00002197857,0.00004930952,0.00002685923,0.9932853,0.00003966501,0.00004633487,0.001922509],"study_design_scores_gemma":[0.00003519408,0.00151796,0.3954278,0.00001784296,0.00004879164,0.0001215625,0.0002083473,0.001642863,0.5982943,0.0001031142,0.002565386,0.00001681442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979362,0.0003021483,0.0004728317,0.000033945,0.00001294922,0.000009800103,0.0001375055,0.00001210246,0.001082554],"genre_scores_gemma":[0.9975903,0.00006874158,0.0003622271,0.00005702427,0.000002864921,0.00001893983,0.0001564298,0.000009177175,0.001734317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002310555,"threshold_uncertainty_score":0.00772953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515238658","doi":"10.3391/mbi.2016.7.3.03","title":"Veliger presence in residual water – assessing this pathway risk for Minnesota watercraft","year":2016,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Winston Churchill Memorial Trust; Australian Government; Department of Conservation, New Zealand","keywords":"Watercraft; Veliger; Residual; Environmental science; Biology; Fishery; Ecology; Oceanography; Geology; Computer science","authors":[{"name":"Gary R. Montz","is_ca":false},{"name":"Jodene K. Hirsch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06900379402274016,"gpt":0.2591611813966853,"spread":0.1901573873739452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007645109,0.0003023622,0.0001758471,0.0009546298,0.0005443352,0.0009049717,0.0004648753,0.000357438,0.001653652],"category_scores_gemma":[0.001720971,0.000169462,0.0004893836,0.0005011294,0.0003724994,0.0005843212,0.001133452,0.0004178899,0.0002581358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839663,"about_ca_system_score_gemma":0.001505981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1275428,"about_ca_topic_score_gemma":0.3395302,"domain_scores_codex":[0.9995378,0.00008174389,0.00004444877,0.00008068421,0.0001745708,0.00008077746],"domain_scores_gemma":[0.9993037,0.0001044905,0.0002651506,0.0000185913,0.000201861,0.0001060884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006766281,0.00004992266,0.9692262,0.0001557302,0.00004973547,0.0003746799,0.0009954519,0.0008398233,0.0008376085,0.00023375,0.001613816,0.02555548],"study_design_scores_gemma":[0.000005823138,0.0003172955,0.9744045,0.0004257768,0.00009159959,0.0004779397,0.00755115,0.005241102,0.0009364443,0.000611188,0.009907131,0.00002999583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813836,0.001419861,0.002869035,0.00132353,0.00004959621,0.0002167658,0.003369721,0.00004845309,0.009319386],"genre_scores_gemma":[0.9888285,0.001677845,0.003696081,0.0002308172,0.00001179748,0.00007775204,0.001751816,0.00001194256,0.003713425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275428,"threshold_uncertainty_score":0.2536009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405455451","doi":"10.3391/mbi.2024.15.4.11","title":"A framework for the development of defensible and fit-for-purpose priority lists for non-indigenous species","year":2024,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Indigenous; Environmental resource management; Ecology; Geography; Environmental planning; Fishery; Biology; Environmental science","authors":[{"name":"Mark Wilcox","is_ca":false},{"name":"Claudio DiBacco","is_ca":false},{"name":"Stephanie Sardelis","is_ca":false},{"name":"Cynthia H. McKenzie","is_ca":false},{"name":"Katie E. Howland","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.207639734856352,"gpt":0.3222006211611748,"spread":0.1145608863048228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1958882,0.003532653,0.002643235,0.02674661,0.00836601,0.02051561,0.01038072,0.008985229,0.01324125],"category_scores_gemma":[0.1342287,0.002681501,0.006347532,0.0147176,0.01423367,0.01845042,0.010819,0.007978833,0.00536822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02507639,"about_ca_system_score_gemma":0.07008542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02648191,"about_ca_topic_score_gemma":0.0388568,"domain_scores_codex":[0.8927867,0.06892961,0.01863896,0.004424755,0.01200417,0.003215838],"domain_scores_gemma":[0.8334594,0.1023095,0.01066101,0.007879347,0.041235,0.004455701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001079259,0.0003741117,0.001642233,0.008417467,0.0001208156,0.0007572693,0.02204305,0.009782915,0.001545005,0.7519921,0.03381334,0.1694039],"study_design_scores_gemma":[0.0002199676,0.0002918149,0.00182018,0.02052077,0.000165868,0.0005930515,0.01332208,0.01318721,0.001718845,0.5306333,0.4171695,0.0003575191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002934602,0.001966272,0.9162377,0.02028704,0.0005256226,0.01661654,0.001963263,0.001788269,0.0376807],"genre_scores_gemma":[0.007023258,0.0006028462,0.9847797,0.000544282,0.00003719396,0.004834252,0.0006893274,0.00007225932,0.001416947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1958882,"threshold_uncertainty_score":0.991613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388811740","doi":"10.3391/mbi.2023.14.4.08","title":"Dose-mortality relationship for quagga and zebra mussels exposed to EarthTec QZ ionic copper: preliminary findings","year":2023,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Iowa State University","keywords":"Copper; ZEBRA (computer); Zoology; Ionic bonding; Aquatic animal; Biology; Toxicology; Fishery; Chemistry; Fish <Actinopterygii>; Ion; Computer science","authors":[{"name":"Renata Claudi","is_ca":false},{"name":"David Hammond","is_ca":false},{"name":"Sergey Mastitsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1835677456885874,"gpt":0.3082321530754532,"spread":0.1246644073868658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009661698,0.0002504385,0.0001723699,0.000214353,0.0002092014,0.0001797035,0.0001521248,0.000358527,0.001197551],"category_scores_gemma":[0.0001689644,0.00014473,0.0002077131,0.0001392975,0.0002131278,0.0001141817,0.0002087676,0.0002407335,0.0001711015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509237,"about_ca_system_score_gemma":0.0001737097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284332,"about_ca_topic_score_gemma":0.03395404,"domain_scores_codex":[0.9999068,0.000009038225,0.000009573527,0.00002495196,0.00003105849,0.00001862762],"domain_scores_gemma":[0.9997402,0.00003181671,0.00009006575,0.00001656309,0.00008827539,0.00003305863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006924635,0.0000686601,0.05663135,0.0001300132,0.00002845628,0.0001573666,0.000470591,0.000215444,0.9377837,0.000026409,0.00008725212,0.003708362],"study_design_scores_gemma":[0.0000210186,0.003625633,0.7554293,0.00001691307,0.00006119892,0.0003087632,0.0005745287,0.0006709248,0.2373376,0.00003356887,0.001904169,0.00001630026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990826,0.0001443107,0.0001727047,0.00002127885,0.000001814533,0.000007872222,0.0001370598,0.000006810145,0.0004255815],"genre_scores_gemma":[0.9961241,0.0002118021,0.0003947706,0.0000387598,0.000001999317,0.00001495355,0.0003278466,0.000002771844,0.00288304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284332,"threshold_uncertainty_score":0.02553713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188769607","doi":"10.3391/mbi.2015.6.3.09","title":"Optimizing sampling effort to detect rusty crayfish (Orconectes rusticus) in southern Ontario rivers","year":2015,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundación Charles Darwin; Government of the United Kingdom; Galapagos Conservancy","keywords":"Crayfish; Fishery; Sampling (signal processing); Ecology; Aquatic animal; Environmental science; Geography; Biology; Fish <Actinopterygii>; Computer science","authors":[{"name":"Scott M. Reid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1179500468308044,"gpt":0.2598475075765779,"spread":0.1418974607457736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733623,0.0003669396,0.0002846696,0.0006948682,0.0006136163,0.0005340946,0.0007011169,0.0002968314,0.0003183948],"category_scores_gemma":[0.006011522,0.000271868,0.0002058996,0.000664119,0.0004905496,0.0003443056,0.0004640172,0.0001996073,0.00008684039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004373428,"about_ca_system_score_gemma":0.004292011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6426429,"about_ca_topic_score_gemma":0.8634694,"domain_scores_codex":[0.998557,0.0004077616,0.00009900002,0.0003579238,0.000323381,0.0002547802],"domain_scores_gemma":[0.9970827,0.0009367442,0.0008670394,0.0001708093,0.0007026295,0.0002400759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004618157,0.0001774129,0.9434542,0.0001321627,0.00008595377,0.0001195527,0.001637724,0.00652037,0.01199875,0.00008850767,0.0003725232,0.03495098],"study_design_scores_gemma":[0.00002854222,0.0002967467,0.9923112,0.00001751536,0.0000424427,0.00002931932,0.0005467093,0.004855453,0.00127585,0.0000291848,0.0005572904,0.000009638748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984061,0.00006524344,0.0008192196,0.00002547607,0.00000128139,0.00006765694,0.00007507898,0.00001591132,0.0005240858],"genre_scores_gemma":[0.9946049,0.00009517094,0.004266267,0.00003258235,0.00000248964,0.00009355733,0.0002649986,0.000004441541,0.0006355809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3573571,"threshold_uncertainty_score":0.7189233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404424527","doi":"10.3391/mbi.2025.16.1.09","title":"An integrated evaluation of the invasiveness risk posed by non-native crayfish in Lake Maggiore (Northwest Italy)","year":2024,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Crayfish; Fishery; Geography; Invasive species; Ecology; Biology","authors":[{"name":"Angela Boggero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07428777662400775,"gpt":0.2699254344166522,"spread":0.1956376577926445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225852,0.0006504658,0.0003503409,0.001982359,0.0002631377,0.0007021784,0.0003631901,0.0003494604,0.0005351579],"category_scores_gemma":[0.001628343,0.000176184,0.0005895924,0.0007926407,0.0003767034,0.0005146501,0.001070278,0.000220559,0.0001044781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598673,"about_ca_system_score_gemma":0.001234106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04789021,"about_ca_topic_score_gemma":0.1056727,"domain_scores_codex":[0.9994036,0.0001389967,0.00004344389,0.0001168998,0.0002051728,0.0000918466],"domain_scores_gemma":[0.9990022,0.0002010897,0.0003636318,0.0000674455,0.0002393078,0.0001265049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003121099,0.0000701407,0.9656413,0.0001167334,0.0001778652,0.0002007436,0.0006989597,0.006461211,0.007076366,0.00009067899,0.0002156062,0.01893837],"study_design_scores_gemma":[0.000006287591,0.0003964687,0.9908695,0.0000157229,0.00007357037,0.00008500156,0.0005659065,0.00660083,0.001035551,0.00004819376,0.0002882542,0.00001471555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987391,0.00006535844,0.0004197952,0.00001885426,9.083713e-7,0.00002236896,0.0001749725,0.00001868694,0.0005398882],"genre_scores_gemma":[0.9966432,0.00007413828,0.002288529,0.00001087141,0.000001674335,0.00002148631,0.0005879555,0.000003481453,0.0003686681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04789021,"threshold_uncertainty_score":0.09522295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620314370","doi":"10.3391/mbi.2017.8.2.01","title":"Keeping up with marine bioinvasions: Building bridges, crossing borders and moving forward at the International Conference on Marine Bioinvasions","year":2017,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Oceanography; Marine engineering; Geography; Environmental science; Engineering; Geology; Biology","authors":[{"name":"J. Alveirinho Dias","is_ca":false},{"name":"Cynthia H. McKenzie","is_ca":true},{"name":"Fred E. Wells","is_ca":false},{"name":"Judith Pederson","is_ca":false},{"name":"James T. Carlton","is_ca":false},{"name":"Marnie L. Campbell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1298145886325711,"gpt":0.3280238859706309,"spread":0.1982092973380598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008295724,0.0007938744,0.0005667526,0.001137252,0.007009426,0.008871796,0.002427289,0.004201198,0.012137],"category_scores_gemma":[0.007397276,0.0003557887,0.0006131299,0.0008760635,0.003468251,0.008321805,0.01135652,0.006432852,0.00195217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353002,"about_ca_system_score_gemma":0.006430411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636184,"about_ca_topic_score_gemma":0.009989704,"domain_scores_codex":[0.9964364,0.001191933,0.0001241053,0.0004374848,0.0007850871,0.001025072],"domain_scores_gemma":[0.9939166,0.000632708,0.0006980116,0.0003696291,0.001121362,0.003261736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003037543,0.0008356121,0.04249664,0.0009371236,0.0001224527,0.001345088,0.02562818,0.001499225,0.02280049,0.04135937,0.1107251,0.751947],"study_design_scores_gemma":[0.0000465289,0.0009877916,0.03832536,0.001539455,0.0001529379,0.0009984407,0.09414504,0.002340453,0.01297156,0.0363005,0.8119671,0.00022481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4618167,0.01808956,0.0517894,0.3244956,0.01363548,0.0006406224,0.0002462544,0.0008808773,0.1284055],"genre_scores_gemma":[0.8433123,0.007445342,0.06377281,0.02058508,0.001095007,0.0004786591,0.0003908912,0.0003420206,0.06257796],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.012137,"threshold_uncertainty_score":0.04387254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404424535","doi":"10.3391/mbi.2025.16.1.12","title":"Identifying higher risk invaders to the Columbia Glaciated Freshwater Ecoregion using a new screening tool: the Non-Indigenous Species Screening Tool (NISST)","year":2024,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Ecoregion; Indigenous; Geography; Ecology; Biology","authors":[{"name":"Mark Wilcox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.163744464201153,"gpt":0.2757103805372499,"spread":0.1119659163360968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000619026,0.0004508419,0.0001718323,0.002515754,0.0005236234,0.0004330265,0.0003566137,0.0001724398,0.001569948],"category_scores_gemma":[0.001942823,0.0001078513,0.0002049512,0.0007166871,0.0002159583,0.0002307334,0.0006687594,0.0001952706,0.0001889374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410151,"about_ca_system_score_gemma":0.00124972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07549211,"about_ca_topic_score_gemma":0.337898,"domain_scores_codex":[0.9997155,0.00005096311,0.00001941401,0.00004130213,0.0001174656,0.00005529436],"domain_scores_gemma":[0.9985718,0.0003629646,0.0004163666,0.00006590821,0.0003061238,0.0002768482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192555,0.00009005585,0.9414375,0.00007121837,0.00006523347,0.0002025571,0.000760188,0.0009158846,0.004815398,0.0001156715,0.001556339,0.04985068],"study_design_scores_gemma":[0.00001264378,0.0001455789,0.9902721,0.00003457353,0.00005787166,0.0002102765,0.001031878,0.004518141,0.002063804,0.0001600934,0.001472201,0.00002077259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994553,0.00004991149,0.001669541,0.00003758208,0.000005081827,0.0000814143,0.0007110848,0.0001220497,0.002770277],"genre_scores_gemma":[0.991105,0.00006682994,0.006251661,0.00003011644,0.000003035662,0.00007962635,0.0009410572,0.00001113477,0.001511429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07549211,"threshold_uncertainty_score":0.1501054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159714260","doi":"10.3391/mbi.2013.4.3.03","title":"Monitoring for propagules of Ciona intestinalis in marine water samples: the development of temporal gene expression markers for viability and life stage specific assays","year":2013,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ciona intestinalis; Biology; Propagule; Stage (stratigraphy); Gene; Ecology; Genetics","authors":[{"name":"Sarah Stewart-Clark","is_ca":false},{"name":"J. Davidson","is_ca":false},{"name":"Spencer J. Greenwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1129106203241655,"gpt":0.2571998805761785,"spread":0.1442892602520129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004938264,0.0005564287,0.000322629,0.0007275226,0.00028227,0.0006256066,0.0003359568,0.0005608158,0.0007860647],"category_scores_gemma":[0.0007518879,0.0002772818,0.0003024591,0.0003998362,0.0004038525,0.0004085388,0.0003382229,0.0007471737,0.0003663088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015674,"about_ca_system_score_gemma":0.0003775695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012822,"about_ca_topic_score_gemma":0.006298348,"domain_scores_codex":[0.9995611,0.00004208804,0.00003003385,0.0001445208,0.0001727727,0.00004940485],"domain_scores_gemma":[0.999369,0.000183801,0.0001998466,0.00002812946,0.0001834508,0.00003587856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003788305,0.00002219585,0.003751494,0.0001553048,0.000005831335,0.00004592036,0.00008783001,0.0001115796,0.9910356,0.0000519709,0.00005815654,0.00463627],"study_design_scores_gemma":[0.000007471132,0.000591661,0.09976891,0.0001088172,0.00007400415,0.0003422648,0.0005363139,0.003415019,0.8890083,0.0001427474,0.005949756,0.00005477835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184907,0.00429983,0.06461827,0.0003284097,0.0001624323,0.0005508342,0.004153365,0.0006797148,0.006716268],"genre_scores_gemma":[0.8842251,0.002874006,0.1009515,0.0003727612,0.00004230404,0.0009500839,0.002751281,0.00008381547,0.007749284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002012822,"threshold_uncertainty_score":0.004002273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410048717","doi":"10.3391/mbi.2025.16.3.09","title":"Balancing efficiency and rigour in horizon scanning: an application to the management of invasive non-indigenous species in the marine waters of Eastern Canada","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rigour; Indigenous; Invasive species; Marine species; Marine protected area; Geography; Environmental resource management; Fishery; Ecology; Environmental science; Environmental planning; Oceanography; Biology; Geology; Mathematics; Habitat","authors":[{"name":"Conrad James Pratt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759607973064256,"gpt":0.2413975118651877,"spread":0.2138014321345451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01342414,0.0006063366,0.0004620148,0.002581582,0.002852434,0.001760248,0.00191782,0.00093799,0.0009103535],"category_scores_gemma":[0.0342743,0.0003826397,0.0005878124,0.003187157,0.001530212,0.00103118,0.002393749,0.0007559133,0.0001130661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0118192,"about_ca_system_score_gemma":0.01784716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6862875,"about_ca_topic_score_gemma":0.8275561,"domain_scores_codex":[0.9950333,0.002196989,0.0003191992,0.0007327974,0.001235296,0.000482518],"domain_scores_gemma":[0.9730737,0.01669738,0.002337101,0.001045876,0.006000492,0.0008453339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105457,0.0007776275,0.4696936,0.001342292,0.0004847726,0.001310725,0.01893939,0.09232621,0.01297658,0.004459362,0.00326057,0.3933743],"study_design_scores_gemma":[0.0002572996,0.001089087,0.4940031,0.000584887,0.0005684803,0.0005449205,0.0241658,0.4438497,0.01141125,0.01029987,0.01282262,0.0004029638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292942,0.0005250076,0.06079581,0.001099578,0.00002393595,0.001491172,0.0008400546,0.0005270551,0.005403198],"genre_scores_gemma":[0.7808797,0.0003695647,0.2170636,0.0002271951,0.00001145308,0.0003445346,0.0003456931,0.00006085162,0.0006973483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3137125,"threshold_uncertainty_score":0.63112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381149543","doi":"10.3391/mbi.2023.14.2.11","title":"Laboratory and field comparisons of TFM bar formulations used to treat small streams for larval sea lamprey","year":2023,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service; Great Lakes Fishery Commission","keywords":"Lamprey; STREAMS; Larva; Fishery; Bar (unit); Field (mathematics); Biology; Environmental science; Ecology; Oceanography; Geology; Computer science; Mathematics","authors":[{"name":"James A. Luoma","is_ca":false},{"name":"Justin R. Schueller","is_ca":false},{"name":"Nicholas A. Schloesser","is_ca":false},{"name":"Todd A. Johnson","is_ca":false},{"name":"Courtney A. Kirkeeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1256016284037461,"gpt":0.2829554850806144,"spread":0.1573538566768683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004326738,0.0004217813,0.0003903405,0.000327446,0.0002809222,0.0003482618,0.0003216891,0.0003251806,0.001014031],"category_scores_gemma":[0.0006667048,0.000155714,0.0004489727,0.000270627,0.0002423587,0.0002881863,0.0002318519,0.0004316609,0.0001475246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846201,"about_ca_system_score_gemma":0.0004176276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006050145,"about_ca_topic_score_gemma":0.01214627,"domain_scores_codex":[0.9996073,0.00009305622,0.00004789,0.00009866073,0.0001185585,0.00003453627],"domain_scores_gemma":[0.9994506,0.00008683674,0.0001852862,0.00002189534,0.0001978195,0.00005758847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001122996,0.0008443876,0.002106756,0.000429205,0.00004775853,0.0001034193,0.0001505981,0.0007084234,0.9837059,0.00004399957,0.0002313536,0.0105052],"study_design_scores_gemma":[0.0001086113,0.04629033,0.02802924,0.00005870164,0.0001709437,0.0002575562,0.0003542904,0.002001337,0.9191731,0.00004630781,0.003473558,0.00003605531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970373,0.0007140376,0.0008295579,0.00005835522,0.00002253191,0.0001439394,0.0003280433,0.00001853622,0.0008476209],"genre_scores_gemma":[0.9886989,0.001730936,0.005866394,0.0000770781,0.00002593055,0.0001880981,0.0006048225,0.00001638435,0.002791502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006050145,"threshold_uncertainty_score":0.01202983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410918184","doi":"10.3391/mbi.2025.16.2.11","title":"Optimal methods for sampling Tench (Tinca tinca) in its introduced range","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fishery; Sampling (signal processing); Range (aeronautics); Fish <Actinopterygii>; Biology; Environmental science; Computer science; Engineering","authors":[{"name":"C.S. BENJAMIN","is_ca":false},{"name":"Jaclyn M. Hill","is_ca":false},{"name":"Sunčica Avlijaš","is_ca":false},{"name":"Nicholas E. Mandrak","is_ca":false},{"name":"Anthony Ricciardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1235165834201788,"gpt":0.3911480347125854,"spread":0.2676314512924066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467576,0.0006449859,0.0003920066,0.00176395,0.000695902,0.0005353948,0.0006447536,0.0004347276,0.0009517364],"category_scores_gemma":[0.001506366,0.0002314162,0.0002467847,0.0007604724,0.0005168602,0.0006427597,0.0006538748,0.0003489937,0.0002937823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005223226,"about_ca_system_score_gemma":0.0007588881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385622,"about_ca_topic_score_gemma":0.09801172,"domain_scores_codex":[0.9986369,0.0002830192,0.0001121657,0.0005276056,0.0003641189,0.00007617846],"domain_scores_gemma":[0.9988825,0.0001686625,0.0004531545,0.00005129913,0.0003541615,0.00009022015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002644321,0.0002917205,0.7638984,0.0007034405,0.0001013857,0.0002889361,0.001400792,0.001538092,0.1037978,0.0002951318,0.000832169,0.1265877],"study_design_scores_gemma":[0.00001956564,0.0006620969,0.9798135,0.0001741759,0.0001226963,0.0004645982,0.001804729,0.003491439,0.00940893,0.0002974394,0.003692235,0.00004862784],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587091,0.002102999,0.03052649,0.0001739199,0.00008407555,0.001098236,0.001183784,0.0001758895,0.005945424],"genre_scores_gemma":[0.8796473,0.001371901,0.1140418,0.0001620102,0.00003838652,0.001023201,0.001188716,0.00003000605,0.002496702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385622,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416142328","doi":"10.3391/boa.2025.guardias.invasivesnet.conf.01","title":"Book of Abstracts of the First Virtual GuardIAS Conference","year":2025,"lang":"","type":"article","venue":"Management of Biological Invasions","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Social Fund; Agencia Estatal de Investigación; Agència de Gestió d'Ajuts Universitaris i de Recerca; University at Buffalo; Nature; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Akademie Věd České Republiky; GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel; Uniwersytet Łódzki; Queen's University Belfast; Directorate for Biological Sciences; Queen's University; Fisheries and Oceans Canada; European Commission; Jihočeská Univerzita v Českých Budějovicích; University of Windsor; Bournemouth University; State University of New York","keywords":"","authors":[{"name":"Frances Lucy","is_ca":false},{"name":"Sara Meehan","is_ca":false},{"name":"Sebastián Gómez-Maldonado","is_ca":false},{"name":"Clara B. Giachetti","is_ca":false},{"name":"Vadim E. Panov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08965387538233363,"gpt":0.2759657866634424,"spread":0.1863119112811088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428483,0.001472349,0.001331764,0.002989005,0.001436027,0.006622175,0.00118678,0.001436834,0.2442011],"category_scores_gemma":[0.002469601,0.0005014696,0.0008371737,0.002527463,0.0005347181,0.002393882,0.001845277,0.002006589,0.1204913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302697,"about_ca_system_score_gemma":0.002705399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006818609,"about_ca_topic_score_gemma":0.01413781,"domain_scores_codex":[0.9993524,0.00006240155,0.00002951562,0.000102161,0.0003885592,0.00006483612],"domain_scores_gemma":[0.9987326,0.0001977545,0.00007550455,0.00009942146,0.0005354756,0.0003591542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000405873,0.00002893405,0.00008325734,0.000102774,0.000006144636,0.00002473584,0.00002132161,0.0002021459,0.0001411113,0.001626008,0.963098,0.03462495],"study_design_scores_gemma":[0.000008077202,0.00001445962,0.0002939884,0.00009897542,0.00000500659,0.00002088782,0.00001951879,0.0001063278,0.00004960595,0.0006303064,0.9987479,0.000004836751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001700124,0.1010184,0.003354677,0.02062726,0.1392307,0.0002192654,0.003012981,0.001017229,0.7298194],"genre_scores_gemma":[0.002863142,0.0123616,0.0005021186,0.0009673699,0.008944406,0.00005747841,0.0009283563,0.0002598045,0.9731157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2442011,"threshold_uncertainty_score":0.816934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414376176","doi":"10.3391/mbi.2025.16.3.11","title":"To host or not to host: participation of the exotic snail Viviparus georgianus in the swimmer’s itch parasite life cycle","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Parasite hosting; Snail; Host (biology); Intermediate host; Aquatic animal; Freshwater snail; Trematoda; Host specificity","authors":[{"name":"Joanie Fontaine-Dupont","is_ca":false},{"name":"Jesica Goldsmit","is_ca":false},{"name":"M. A. L. Pimentel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1251800434076543,"gpt":0.365379264292833,"spread":0.2401992208851787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001400366,0.00008591647,0.0000799733,0.0001427364,0.0003116296,0.0002054325,0.0001110262,0.0001531551,0.00182397],"category_scores_gemma":[0.0004024743,0.00005855635,0.00007311226,0.00007489278,0.0002314147,0.0001580487,0.0003042322,0.0001149113,0.0002263802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249326,"about_ca_system_score_gemma":0.0002109689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008308393,"about_ca_topic_score_gemma":0.03308814,"domain_scores_codex":[0.9999183,0.00002017375,0.00000494577,0.00001737697,0.00001294903,0.00002625105],"domain_scores_gemma":[0.9998197,0.00001858472,0.00006948464,0.00001195709,0.00002264399,0.00005771586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025341,0.000077715,0.9318717,0.0001510324,0.00003358668,0.001278854,0.002038614,0.0001206368,0.04614876,0.0002057628,0.0004010495,0.01726993],"study_design_scores_gemma":[0.00000417644,0.0001786125,0.9946527,0.00002299782,0.0000186165,0.00104871,0.001510485,0.0001697757,0.0007636538,0.00005419836,0.001569214,0.000006790769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985325,0.00009991743,0.00007219434,0.00003210568,0.000002492188,0.000006153231,0.0000376439,0.000003206769,0.001213643],"genre_scores_gemma":[0.9991072,0.00006603114,0.0001350741,0.00003041988,0.000001414203,0.000003408345,0.00003999602,0.000001021131,0.000615458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008308393,"threshold_uncertainty_score":0.01652002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415722877","doi":"10.3391/mbi.2025.16.4.02","title":"The risk of aquatic invasive species and their vectors to a national protected area in the Canadian Rocky Mountains","year":2025,"lang":"","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Protected area; Invasive species; Marine protected area; Aquatic ecosystem; Aquatic animal; Introduced species; National nature reserve","authors":[{"name":"C. Jaeger","is_ca":false},{"name":"Daniel P. Struthers","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false},{"name":"Nicholas E. Mandrak","is_ca":false},{"name":"Nicole Sulewski","is_ca":false},{"name":"Kate Keenan","is_ca":false},{"name":"Sean Ziola","is_ca":false},{"name":"Kelsey M. Desilets","is_ca":false},{"name":"Cole Manning","is_ca":false},{"name":"Rose Kimmerle","is_ca":false},{"name":"Mark Patrick Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05510536197757931,"gpt":0.2369251410184705,"spread":0.1818197790408912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446653,0.0001630079,0.0001262582,0.0006476985,0.002548082,0.0008742786,0.0007566646,0.000464039,0.0009653102],"category_scores_gemma":[0.0016098,0.0001110184,0.0001761971,0.0006810933,0.000986864,0.0002632797,0.0006958178,0.0006186411,0.00004169714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01184154,"about_ca_system_score_gemma":0.01479993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822347,"about_ca_topic_score_gemma":0.9963279,"domain_scores_codex":[0.9993199,0.00009217119,0.0000157651,0.0000439646,0.0001879912,0.0003402221],"domain_scores_gemma":[0.9988427,0.00009361002,0.0003386226,0.00002593583,0.0002755776,0.0004235672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389695,0.0000967891,0.9791192,0.00002347561,0.00007737466,0.000429898,0.002670993,0.0009258442,0.0005219451,0.0009229829,0.00161386,0.01345859],"study_design_scores_gemma":[0.000006124269,0.00003969778,0.9931449,0.00001924713,0.00002141249,0.0001926992,0.004620521,0.0008509009,0.00006283237,0.0001251917,0.0009051559,0.00001142074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973016,0.0002633469,0.00002749293,0.0003903036,0.000002597614,0.000009288192,0.00006682379,0.000002218981,0.001936285],"genre_scores_gemma":[0.999266,0.0001661692,0.00004264037,0.00003817895,0.000001745658,0.00000196221,0.00003329033,5.118231e-7,0.0004495806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776534,"threshold_uncertainty_score":0.08591688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414376162","doi":"10.3391/mbi.2025.16.3.03","title":"Navigating change: A transitional year in ballast water management in Canada, 2020","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Transport Canada","keywords":"Ballast; Hydrology (agriculture); Water pollution; Surface runoff; Water quality; Management system","authors":[{"name":"Dawson Ogilvie","is_ca":false},{"name":"Mohammad Etemad","is_ca":false},{"name":"Sarah A. Bailey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04367259608191594,"gpt":0.2436024974901019,"spread":0.199929901408186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352501,0.0001646834,0.0002825433,0.0008021237,0.00600725,0.004160659,0.001433338,0.0008215397,0.002459802],"category_scores_gemma":[0.002971151,0.0002004403,0.0002907684,0.002420799,0.002254451,0.001621472,0.003260289,0.001594548,0.0001823713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06120552,"about_ca_system_score_gemma":0.1276437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920869,"about_ca_topic_score_gemma":0.997364,"domain_scores_codex":[0.998136,0.0001311163,0.00005213,0.0001557753,0.0006556403,0.000869251],"domain_scores_gemma":[0.997339,0.00009650631,0.0002227947,0.00005147298,0.0009695377,0.001320635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003466242,0.0003718298,0.655912,0.0002876694,0.00007827272,0.001416439,0.07958743,0.001455043,0.002823149,0.01199042,0.02808804,0.217643],"study_design_scores_gemma":[0.000006711311,0.00008398485,0.7890431,0.0001493661,0.00001454655,0.0001024605,0.1337363,0.0009986302,0.0003358154,0.0006992457,0.0747649,0.00006498244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604662,0.001065067,0.0008988737,0.01276078,0.0001386528,0.0001739823,0.001522568,0.00009676723,0.02287705],"genre_scores_gemma":[0.9911252,0.000604927,0.001018947,0.001210899,0.000008485188,0.00003141318,0.0005723107,0.00001746136,0.005410355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06120552,"threshold_uncertainty_score":0.4440792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414376188","doi":"10.3391/mbi.2025.16.3.07","title":"A Horizon Scan watchlist of freshwater non-indigenous species in the maritime provinces of Canada","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Horizon; Deepwater horizon; Aquatic animal","authors":[{"name":"Sarah Kingsbury","is_ca":false},{"name":"Luke A. Poirier","is_ca":false},{"name":"Rebecca Aucoin","is_ca":false},{"name":"Samantha Shaw-McDonald","is_ca":false},{"name":"Peder Engelstad","is_ca":false},{"name":"Thomas W. Therriault","is_ca":false},{"name":"Mark Wilcox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02369678228781007,"gpt":0.2088939260979565,"spread":0.1851971438101464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801139,0.0003338467,0.0002251996,0.005635206,0.002491759,0.0008392579,0.000906996,0.0002409085,0.003654738],"category_scores_gemma":[0.001564602,0.0002053272,0.0002803783,0.005278822,0.000475823,0.0004090788,0.0008965886,0.0002808542,0.000671006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009103979,"about_ca_system_score_gemma":0.01900001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977578,"about_ca_topic_score_gemma":0.9937776,"domain_scores_codex":[0.999606,0.00001685272,0.00002623146,0.0000652602,0.000178535,0.0001072597],"domain_scores_gemma":[0.9972081,0.0001812822,0.0003009725,0.000101873,0.001795268,0.0004124794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00033782,0.0000554317,0.7330334,0.0008542895,0.00008264839,0.001215872,0.01154813,0.0019986,0.008645113,0.001535833,0.08176518,0.1589277],"study_design_scores_gemma":[0.00001131556,0.00005112205,0.8799149,0.0002584002,0.00004979609,0.0002836864,0.008803966,0.002283237,0.001575985,0.0002074228,0.1064902,0.00006996597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014084,0.002206931,0.004085393,0.0009062617,0.0001159818,0.0007675557,0.1535439,0.0006704333,0.03629514],"genre_scores_gemma":[0.8419334,0.002210958,0.02204366,0.0005256942,0.00003254332,0.0004362397,0.1051728,0.0001604158,0.02748438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242196,"threshold_uncertainty_score":0.06605434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415722851","doi":"10.3391/mbi.2025.16.4.03","title":"Potentially high-risk freshwater invasive species in Quebec: a screening-level risk assessment of 46 non-indigenous species","year":2025,"lang":"","type":"article","venue":"Management of Biological Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Risk assessment; Invasive species; Freshwater ecosystem; Aquatic animal; Introduced species; Probabilistic risk assessment","authors":[{"name":"Andrew J. Guerin","is_ca":false},{"name":"Michèle Pelletier-Rousseau","is_ca":false},{"name":"Eloïse C. Ashworth","is_ca":false},{"name":"Andréa M. Weise","is_ca":false},{"name":"Andréanne Demers","is_ca":false},{"name":"L. P. Roy","is_ca":false},{"name":"Jaclyn M. Hill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0592648714308863,"gpt":0.2644829438675644,"spread":0.2052180724366781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005084511,0.0004661066,0.0002156359,0.001153169,0.001362266,0.0006510091,0.0005347211,0.0003907085,0.001386574],"category_scores_gemma":[0.000847592,0.0001510563,0.0003623214,0.001195909,0.0004396815,0.0002530422,0.0006413168,0.0003047777,0.0001297126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0129756,"about_ca_system_score_gemma":0.007833851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765025,"about_ca_topic_score_gemma":0.9911993,"domain_scores_codex":[0.9996756,0.00003644147,0.00001700751,0.00004046973,0.0001382514,0.00009213693],"domain_scores_gemma":[0.9988883,0.0001032728,0.0002193361,0.00002467941,0.0005483359,0.0002160382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236813,0.00008772633,0.9712561,0.00007330118,0.00006381995,0.0003615005,0.00112492,0.002241766,0.002606065,0.0001090668,0.001065839,0.02088611],"study_design_scores_gemma":[0.000007484132,0.0001143718,0.9918513,0.0000293397,0.0000294337,0.0001191943,0.001318782,0.004536233,0.0004065087,0.00003745376,0.001532065,0.00001794873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954169,0.0001545926,0.0005555219,0.0001188202,0.000002641265,0.0001176922,0.001255968,0.00001977659,0.002358027],"genre_scores_gemma":[0.9957448,0.000159212,0.001291291,0.00007143129,0.000001492045,0.00003530734,0.0009510341,0.000002902698,0.001742536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349746,"threshold_uncertainty_score":0.09414506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}