{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"15784722b71d","filters":{"venue":"Aquatic Invasions"}},"results":[{"id":"W2008547428","doi":"10.3391/ai.2011.6.1.11","title":"Water hyacinth (Eichhornia crassipes) and water lettuce (Pistia stratiotes) in the Great Lakes: playing with fire?","year":2011,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture","keywords":"Pistia; Stratiotes; Eichhornia crassipes; Hyacinth; Biology; Aquatic plant; Botany; Agronomy; Ecology; Macrophyte","authors":[{"name":"Abisola A. Adebayo","is_ca":true},{"name":"Elizabeta Briski","is_ca":true},{"name":"Odion Kalaci","is_ca":true},{"name":"M. C. Hernández","is_ca":true},{"name":"Sara Ghabooli","is_ca":true},{"name":"Boris Beric","is_ca":true},{"name":"Farrah T. Chan","is_ca":true},{"name":"Aibin Zhan","is_ca":true},{"name":"Eric Fifield","is_ca":true},{"name":"Todd A. Leadley","is_ca":true},{"name":"Hugh J. MacIsaac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05968277040674397,"gpt":0.2021413082514895,"spread":0.1424585378447455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003906977,0.0002082569,0.000221752,0.00001365466,0.0003924858,0.00008931528,0.0003290333,0.0001156231,0.0009505593],"category_scores_gemma":[0.00009964198,0.00004261791,0.00005171822,0.0001156177,0.0002548943,0.0001483908,0.00007641558,0.0002365991,0.0001376814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001446236,"about_ca_system_score_gemma":0.000005672432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007973104,"about_ca_topic_score_gemma":0.01105762,"domain_scores_codex":[0.9985797,0.0001926815,0.000257331,0.0003273174,0.0002000049,0.0004429957],"domain_scores_gemma":[0.9993282,0.0004087058,0.0000421363,0.0001112416,0.00003336219,0.00007635747],"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":[0.000223942,0.000402422,0.09151283,0.00002356296,0.00007817218,0.0002065597,0.007308344,0.000003848808,0.8723662,0.003824245,0.0007906855,0.02325922],"study_design_scores_gemma":[0.001080391,0.002286331,0.9276923,0.0001679471,0.000116019,0.0001337617,0.005420217,0.0003679655,0.04682523,0.009415235,0.005519805,0.0009748138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895154,0.00006256007,0.000009145986,0.005999344,0.00003051174,0.0003358296,0.00001085832,0.00003664077,0.003999742],"genre_scores_gemma":[0.997694,0.0000243554,0.0001667102,0.001797221,0.00008372768,0.00004578378,0.00003847912,0.000001517761,0.0001482191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8361794,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057977349","doi":"10.3391/ai.2009.4.1.7","title":"A screening procedure for potential tunicate invaders of Atlantic Canada","year":2009,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tunicate; Biology; Invasive species; Fishery; Aquatic animal; Introduced species; Ecology; Fish <Actinopterygii>","authors":[{"name":"Andrea Locke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02189234980199822,"gpt":0.2140730079491705,"spread":0.1921806581471723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001261487,0.00009775,0.0001526586,0.00002454214,0.0001827184,0.000006198219,0.0002249729,0.00004366593,0.0009839527],"category_scores_gemma":[0.0002714792,0.00008644396,0.00005486972,0.0001423218,0.0001215038,0.00008683524,0.00007225908,0.00008282867,0.00001866827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005544352,"about_ca_system_score_gemma":0.0001188116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1051318,"about_ca_topic_score_gemma":0.4423253,"domain_scores_codex":[0.9991491,0.00002550246,0.0002236768,0.0001857308,0.0001704959,0.0002454593],"domain_scores_gemma":[0.9994995,0.0001247406,0.0001007437,0.0001920907,0.000008466437,0.00007443538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002069616,0.000555656,0.345302,0.0001268436,0.0001654798,0.00005807789,0.00117548,0.005351194,0.05421776,0.009935121,0.569208,0.01369753],"study_design_scores_gemma":[0.001919405,0.000805099,0.9326314,0.0001233816,0.0002111646,0.00005896943,0.001119036,0.02096248,0.009496921,0.0137804,0.0181373,0.0007544916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746339,0.00001992552,0.003231689,0.006948438,0.0001210181,0.0006513177,0.000008766083,0.00002405077,0.01436093],"genre_scores_gemma":[0.9940463,0.00001245269,0.003459315,0.001340363,0.00002375667,0.00001611681,0.00001867594,0.000005687019,0.001077358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5873294,"threshold_uncertainty_score":0.9999293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966731049","doi":"10.3391/ai.2011.6.4.04","title":"Monitoring for invasive tunicates in Nova Scotia, Canada (2006-2009)","year":2011,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Nova scotia; Invasive species; Fishery; Ecology; Oceanography","authors":[{"name":"Dawn H. Sephton","is_ca":false},{"name":"Bénédikte Vercaemer","is_ca":false},{"name":"Jean Marc Nicolas","is_ca":false},{"name":"Joanne Keays","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06230447324497353,"gpt":0.2320094032890589,"spread":0.1697049300440854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002123342,0.0001486008,0.0001817751,0.00005208745,0.0001400438,0.000008739293,0.0003617393,0.00007518984,0.00457446],"category_scores_gemma":[0.0008169934,0.0001398143,0.00004380598,0.0002445383,0.0001713453,0.0001726961,0.0002178856,0.0001449028,0.0004165361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645926,"about_ca_system_score_gemma":0.0002039443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.787553,"about_ca_topic_score_gemma":0.9869294,"domain_scores_codex":[0.9987945,0.00004522419,0.0002954959,0.0002929562,0.0001568827,0.0004149664],"domain_scores_gemma":[0.9989989,0.0004821207,0.000085892,0.0003127752,0.00001142099,0.0001088251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001060102,0.00008529428,0.9829707,0.000009032236,0.00001201183,0.0000181051,0.0005550227,0.00003470728,0.001116163,0.0004836467,0.01392858,0.0007761894],"study_design_scores_gemma":[0.0005040182,0.0001177996,0.9654612,0.00005593541,0.00002291176,0.000007515242,0.0009279714,0.000125833,0.0254157,0.004951495,0.002097486,0.0003121161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464478,0.00004815534,0.00008433728,0.0005247329,0.0005844281,0.0004832975,0.00001799667,0.00001999313,0.05178925],"genre_scores_gemma":[0.9945378,0.00002386873,0.003293342,0.0004225525,0.000047409,0.00004954214,0.000007552499,0.00001426883,0.001603654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993765,"threshold_uncertainty_score":0.9963355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902485817","doi":"10.3391/ai.2018.13.4.08","title":"Spatio-temporal changes in littoral fish community structure along the St. Lawrence River (Québec, Canada) following round goby (Neogobius melanostomus) invasion","year":2018,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministère des Forêts, de la Faune et des Parcs","funders":"","keywords":"Round goby; Neogobius; Biology; Littoral zone; Invasive species; Fishery; Introduced species; Fish <Actinopterygii>; Ecology; Aquatic animal; Goby","authors":[{"name":"Olivier Morissette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02465562629180308,"gpt":0.2238208096756669,"spread":0.1991651833838639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005183856,0.0002036831,0.000220843,0.00004251197,0.001541191,0.00003147218,0.0005843812,0.00009542671,0.001386942],"category_scores_gemma":[0.0003999549,0.0001530883,0.00004090644,0.0003451996,0.0005733822,0.0002186606,0.0007824117,0.0004402698,0.00006392993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413674,"about_ca_system_score_gemma":0.0001354283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9148738,"about_ca_topic_score_gemma":0.9999198,"domain_scores_codex":[0.9983174,0.0003846537,0.0002433969,0.0002634534,0.000380241,0.0004108269],"domain_scores_gemma":[0.9987729,0.0005241414,0.0001176833,0.0005035,0.00001067928,0.00007107507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001248073,0.00005680816,0.8103049,0.000008914704,0.00003999066,0.00002678273,0.004008681,0.00003923635,0.00006152139,0.00007442625,0.1848363,0.0005299224],"study_design_scores_gemma":[0.0003735391,0.0001376735,0.958502,0.00005077509,0.00005067033,0.000003107056,0.002015165,0.0003845148,0.0001556063,0.0008971693,0.03718361,0.0002461669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841775,0.00001750567,0.00002158679,0.01050975,0.000434076,0.000414458,0.00002112355,0.00002945966,0.004374581],"genre_scores_gemma":[0.9921387,0.00001362435,0.0001822505,0.00686611,0.00005439566,0.00003749627,0.00004804487,0.00001307908,0.0006462316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481971,"threshold_uncertainty_score":0.9997587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060047549","doi":"10.3391/ai.2009.4.1.24","title":"Rapid response to non-indigenous species. 1. Goals and history of rapid response in the marine environment","year":2009,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Indigenous; Ecology; Invasive species","authors":[{"name":"Andrea Locke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02289027455039004,"gpt":0.210090230681702,"spread":0.1871999561313119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002369571,0.000186903,0.0002657626,0.0001450561,0.0001434112,0.000009294099,0.0004086099,0.00008959322,0.00974272],"category_scores_gemma":[0.000825082,0.0001438662,0.00006311201,0.0002054346,0.0004241468,0.0001058744,0.0002879411,0.0002030047,0.0005206908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000573093,"about_ca_system_score_gemma":0.00007850331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790503,"about_ca_topic_score_gemma":0.0003421884,"domain_scores_codex":[0.9978772,0.0006872857,0.0004072735,0.0003409225,0.0003264516,0.0003608503],"domain_scores_gemma":[0.9979206,0.001245096,0.0001141832,0.0006022273,0.000004092682,0.0001137402],"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":[0.01284636,0.002747081,0.1601906,0.00003161358,0.00007260827,0.0004603635,0.09859602,0.0006759599,0.4929406,0.0007681778,0.1600006,0.07067003],"study_design_scores_gemma":[0.000458282,0.001406507,0.8860937,0.00001102487,0.00001538007,0.00001796654,0.0006166538,0.00004051701,0.0006321456,0.0005049263,0.1100372,0.0001656164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686697,0.0001255133,0.00004455246,0.005237734,0.0000919528,0.0006715594,0.000004325459,0.00001030327,0.02514443],"genre_scores_gemma":[0.9852625,0.0003005229,0.0009329293,0.003367342,0.00002222261,0.0000408051,0.000004376871,0.000009737286,0.01005961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7259031,"threshold_uncertainty_score":0.9911625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028110320","doi":"10.3391/ai.2010.5.4.06","title":"First Pacific record of the north Atlantic ascidian Molgula citrina – bioinvasion or circumpolar distribution?","year":2010,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Dan David Prize; Division of Environmental Biology; University of Washington","keywords":"Biology; Circumpolar star; Biogeography; Distribution (mathematics); Ecology; Fishery; Oceanography; Zoology","authors":[{"name":"Gretchen Lambert","is_ca":false},{"name":"Noa Shenkar","is_ca":false},{"name":"Billie J. Swalla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01680156451443831,"gpt":0.2041688529975124,"spread":0.187367288483074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002823895,0.0001871139,0.0002223749,0.00003749099,0.0006989215,0.00002060365,0.0005972054,0.0001401773,0.00899665],"category_scores_gemma":[0.00113982,0.0001178353,0.0001467359,0.0006301244,0.0007317206,0.0001597417,0.0004432792,0.0003903272,0.000808467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006986046,"about_ca_system_score_gemma":0.00006811853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654851,"about_ca_topic_score_gemma":0.0658244,"domain_scores_codex":[0.998512,0.00009597508,0.0003884627,0.0003348911,0.000311715,0.0003569849],"domain_scores_gemma":[0.9984409,0.0004259448,0.0002045984,0.0007810979,0.0000178993,0.0001295681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001264108,0.0001360436,0.9814363,0.00001421155,0.00001338393,0.000006907971,0.0001513157,0.00001310858,0.00289103,0.0008235186,0.0140437,0.0004578959],"study_design_scores_gemma":[0.0002671962,0.0001028311,0.9578893,0.00002533417,0.00004264263,0.00003109969,0.0001269763,0.0003881854,0.001477145,0.001306452,0.03815044,0.0001924001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913519,0.0000036193,0.0001571047,0.001785543,0.0006895113,0.0004062178,0.00003588682,0.00003143662,0.005538773],"genre_scores_gemma":[0.9972552,0.0000574396,0.0004452453,0.0001309772,0.00005893235,0.00002965116,0.00004900952,0.00001330969,0.001960208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06416954,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031175053","doi":"10.3391/ai.2012.7.4.010","title":"Modeling round goby Neogobius melanostomus range expansion in a Canadian river system","year":2012,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University","funders":"","keywords":"Neogobius; Round goby; Biology; Invasive species; Range (aeronautics); Introduced species; Fishery; Aquatic animal; Ecology; Fish <Actinopterygii>","authors":[{"name":"Jacob W. Brownscombe","is_ca":true},{"name":"Laurence Masson","is_ca":true},{"name":"David Beresford","is_ca":true},{"name":"Michael G. Fox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02840346495669962,"gpt":0.2157212651306692,"spread":0.1873178001739696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004236355,0.0001175215,0.0001476656,0.00009557047,0.0003252307,0.000009101112,0.0001450691,0.00007720273,0.0004354567],"category_scores_gemma":[0.00008272493,0.0001071678,0.00003142962,0.00020952,0.00007679976,0.000277836,0.0001500853,0.0001108695,0.002109219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005823013,"about_ca_system_score_gemma":0.00002308198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4227881,"about_ca_topic_score_gemma":0.873946,"domain_scores_codex":[0.9988224,0.00007577364,0.0001877007,0.0001828614,0.000143874,0.000587427],"domain_scores_gemma":[0.9995031,0.0000664382,0.00002813311,0.0002055097,0.000002776755,0.0001939987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008189102,0.000111348,0.9699197,0.00002816088,0.00002965714,0.00004669054,0.007007113,0.006143237,0.00005527652,0.002837882,0.01321659,0.0005961375],"study_design_scores_gemma":[0.00138984,0.00009283483,0.7347975,0.0001849169,0.0001524898,0.00002802423,0.00754992,0.2440144,0.00002804229,0.0008210678,0.01015597,0.0007850209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465261,0.00006766972,0.0004107015,0.0005692487,0.0003221014,0.0003569319,0.00000273326,0.00003562264,0.0517089],"genre_scores_gemma":[0.9981106,0.00002327873,0.00038908,0.0007629594,0.00002915029,0.00006935374,0.00000570422,0.00001019619,0.0005996992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4511578,"threshold_uncertainty_score":0.9986678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066768220","doi":"10.3391/ai.2009.4.3.10","title":"First confirmed records of the non-native amphipod Caprella mutica (Schurin 1935) along the coast of British Columbia, Canada, and the potential for secondary spread via hull fouling","year":2009,"lang":"en","type":"article","venue":"Aquatic 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":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Biology; Hull; Invasive species; Fishery; Introduced species; Amphipoda; Ecology; Crustacean; Oceanography","authors":[{"name":"Melissa A. Frey","is_ca":false},{"name":"Heidi Gartner","is_ca":false},{"name":"Cathryn Clarke Murray","is_ca":true},{"name":"Thomas W. Therriault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007621836351446773,"gpt":0.1849677901040246,"spread":0.1773459537525778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005138314,0.0001100435,0.0002676377,0.00001014218,0.000687774,0.00002934211,0.0004419815,0.00007195477,0.001075339],"category_scores_gemma":[0.0005434027,0.00008454768,0.0001060102,0.0001494057,0.001326177,0.00006763239,0.0002348134,0.0002235165,0.00000257067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006211452,"about_ca_system_score_gemma":0.000176685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8756528,"about_ca_topic_score_gemma":0.9973782,"domain_scores_codex":[0.9986997,0.0001518796,0.0004049402,0.000227234,0.0002525492,0.0002636638],"domain_scores_gemma":[0.9980212,0.001282377,0.0002636467,0.0003457328,0.00003145993,0.00005555131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005910015,0.001094076,0.6010137,0.0003484783,0.0008778264,0.00006714473,0.01370723,0.003199106,0.006255545,0.002766017,0.3108312,0.0592487],"study_design_scores_gemma":[0.001801231,0.0001946259,0.9814177,0.00009068011,0.0001519592,0.00005465616,0.001586588,0.004914758,0.0007116547,0.007239545,0.00165804,0.0001785577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910835,0.0000465977,0.0003234602,0.002758691,0.0002676206,0.001036585,0.00009992194,0.000004685294,0.004378963],"genre_scores_gemma":[0.9970647,0.00005214875,0.0002561015,0.000980143,0.00003840742,0.00004414009,0.00000712985,0.000008257795,0.001549036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804041,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2305420967","doi":"10.3391/ai.2015.10.3.05","title":"The Baltic prawn Palaemon adspersus Rathke, 1837 (Decapoda, Caridea, Palaemonidae): first record, possible establishment, and illustrated key of the subfamily Palaemoninae in northwest Atlantic waters","year":2015,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Huntsman Marine Science Centre; Fisheries and Oceans Canada","funders":"Ministerio de Economía y Competitividad; Government of Canada","keywords":"Palaemonidae; Caridea; Biology; Decapoda; Prawn; Subfamily; Fishery; Key (lock); Zoology; Ecology; Crustacean","authors":[{"name":"Enrique González‐Ortegón","is_ca":false},{"name":"Philip S. Sargent","is_ca":true},{"name":"Gerhard Pohle","is_ca":true},{"name":"Andrés Martínez‐Lage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02303312730782391,"gpt":0.2082810703262355,"spread":0.1852479430184115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123974,0.0003054782,0.0003511353,0.00007584759,0.0006752068,0.00009862603,0.0006557561,0.0001612212,0.0002624381],"category_scores_gemma":[0.001075822,0.0001850115,0.00009517864,0.0007405222,0.001224149,0.0002973683,0.0005853354,0.0003979024,0.0001390137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385862,"about_ca_system_score_gemma":0.000158023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03052954,"about_ca_topic_score_gemma":0.2196215,"domain_scores_codex":[0.9974674,0.0003304084,0.0006495674,0.0004710432,0.000444166,0.000637443],"domain_scores_gemma":[0.9979149,0.0008255302,0.0002858901,0.0007191648,0.00004056272,0.0002139574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004915307,0.0001115361,0.9920865,0.00001433246,0.00002482114,0.00002041316,0.001753558,0.0003688575,0.0002177856,0.0002512554,0.004515826,0.0005859915],"study_design_scores_gemma":[0.001186365,0.0002537208,0.987833,0.00007644334,0.00006961109,0.00002378469,0.003068982,0.001638885,0.0005155454,0.001187328,0.003859895,0.0002864665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985786,0.00007813076,0.000006501431,0.002884143,0.0005320153,0.0007582447,0.000009270574,0.00002448093,0.00992125],"genre_scores_gemma":[0.9972981,0.0003927337,0.0001784024,0.0002292188,0.00003222977,0.00006955444,0.00002139357,0.0000227246,0.001755625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189092,"threshold_uncertainty_score":0.9759263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615582189","doi":"10.3391/ai.2008.3.4.17","title":"Occurrence of the Ponto-Caspian mysid shrimp Hemimysis anomala (Crustacea, Mysida) in the St. Lawrence River","year":2008,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Shrimp; Crustacean; Anomala; Fishery; Zoology; Ecology","authors":[{"name":"Åsa M. Kestrup","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04015815618816292,"gpt":0.2338571224739079,"spread":0.193698966285745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005230234,0.0001962807,0.0002400174,0.0000421947,0.0005203296,0.000009626312,0.000993386,0.0001300331,0.004916153],"category_scores_gemma":[0.0002957207,0.0001166391,0.0001276181,0.0007479523,0.001412826,0.0002151101,0.0002909612,0.0003612688,0.001308579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009777494,"about_ca_system_score_gemma":0.00009814363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094382,"about_ca_topic_score_gemma":0.003239703,"domain_scores_codex":[0.9979882,0.0003208146,0.0004204971,0.0003369281,0.0005269771,0.000406625],"domain_scores_gemma":[0.998544,0.000420488,0.0001957943,0.0007617579,0.0000116693,0.00006631287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001209872,0.0005780369,0.9540368,0.000008843432,0.00001376727,0.00005129906,0.01063453,0.000210424,0.002888266,0.000524226,0.02979322,0.001248438],"study_design_scores_gemma":[0.0005624676,0.000142531,0.9906439,0.00004681054,0.00009152672,0.00008056823,0.001463737,0.001911268,0.002146986,0.00150865,0.001079442,0.0003221222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934795,0.00002234497,0.0000826473,0.001012036,0.0001554826,0.0004645057,0.00003220003,0.00001466291,0.004736627],"genre_scores_gemma":[0.9978894,0.00002692738,0.0003229087,0.001141279,0.00001400857,0.00005927303,0.00001055276,0.000006263514,0.0005293619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03660704,"threshold_uncertainty_score":0.999469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127209771","doi":"10.3391/ai.2010.5.1.2","title":"Redistribution of heterotrophic prokaryotes through ballast water: A case study from the west coast of Canada","year":2010,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ballast; Biology; Redistribution (election); Ecology; Heterotroph; Fishery; Oceanography; Bacteria","authors":[{"name":"Sun Bei","is_ca":false},{"name":"Rebecca Mouland","is_ca":false},{"name":"Candice Way","is_ca":false},{"name":"Richard B. Rivkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763802695901454,"gpt":0.2138887878379641,"spread":0.1962507608789496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002154455,0.0001083429,0.0001721275,0.000007861706,0.000283525,0.000006356758,0.0003071902,0.00004952946,0.003479813],"category_scores_gemma":[0.0004509381,0.00006330045,0.00003760368,0.0001057694,0.000379571,0.00009396473,0.0004029153,0.0002035407,0.00002814143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004497861,"about_ca_system_score_gemma":0.00008041933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8010216,"about_ca_topic_score_gemma":0.9839103,"domain_scores_codex":[0.9989571,0.0001085067,0.0003144955,0.0001843517,0.0002372636,0.0001982837],"domain_scores_gemma":[0.9990222,0.0003339421,0.0001156754,0.0004660834,0.00001769166,0.00004434482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000256685,0.0006661994,0.90588,0.00001042072,0.00008127253,0.0002774904,0.006096688,0.00009336608,0.07521811,0.000412734,0.01097651,0.0002615104],"study_design_scores_gemma":[0.001728953,0.001096605,0.849077,0.00004417332,0.0002538803,0.000503168,0.02207903,0.0009384648,0.1139265,0.00796781,0.001877419,0.0005070189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966362,0.000003036859,0.00004684005,0.0009606146,0.0002527405,0.0004275604,0.00006566098,0.0000065034,0.001600857],"genre_scores_gemma":[0.9995601,0.000001843242,0.0001608495,0.0001026377,0.00003558524,0.00003012122,0.00002658235,0.000005684365,0.00007661405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828887,"threshold_uncertainty_score":0.9974312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108779410","doi":"10.3391/ai.2011.6.1.02","title":"A PCR-based assay to facilitate early detection of Diplosoma listerianum in Atlantic Canada","year":2011,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":15,"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":"Biology; Invasive species; Polymerase chain reaction; Ecology; Fishery; Zoology; Genetics; Gene","authors":[{"name":"Jessica E. Willis","is_ca":true},{"name":"Sarah Stewart-Clark","is_ca":true},{"name":"Spencer J. Greenwood","is_ca":true},{"name":"Jeff Davidson","is_ca":true},{"name":"Pedro A. Quijón","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06339517440974701,"gpt":0.1978289953614515,"spread":0.1344338209517045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002007027,0.0001018407,0.0001536722,0.00006114849,0.00007350109,0.000004151016,0.0001796851,0.00004902036,0.003085776],"category_scores_gemma":[0.0004161388,0.00009349788,0.00003170646,0.0002755004,0.0001026618,0.00008098371,0.0001064781,0.00009224106,0.0002802804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687238,"about_ca_system_score_gemma":0.00007750194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8012057,"about_ca_topic_score_gemma":0.9779187,"domain_scores_codex":[0.9990174,0.0001145501,0.0002625705,0.0002009102,0.0001716148,0.0002329544],"domain_scores_gemma":[0.9994282,0.0001682355,0.00006362152,0.00023998,0.000007664687,0.00009234965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005137299,0.0001420878,0.9621556,0.00001704101,0.0000103356,0.00003202417,0.001642021,0.00008663843,0.03378619,0.0001670437,0.0009695518,0.0009400597],"study_design_scores_gemma":[0.0002334082,0.0002045723,0.9813039,0.00002192006,0.000009630491,0.000001874598,0.0001498766,0.0003506739,0.01605657,0.0005280275,0.001007205,0.0001323662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762374,0.000001592706,0.0005700423,0.0001826753,0.0001397613,0.0002403841,0.000005937141,0.00001042201,0.02261174],"genre_scores_gemma":[0.9982717,8.687505e-7,0.0005208497,0.0003218229,0.000006406089,0.00003765974,0.000003172063,0.000006379733,0.0008311582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176713,"threshold_uncertainty_score":0.9978256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587566304","doi":"10.3391/ai.2017.12.1.04","title":"Seasonal reproduction of the non-native vase tunicate Ciona intestinalis (Linnaeus, 1767) in Nova Scotia, Canada, in relation to water temperature","year":2017,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tunicate; Ciona intestinalis; Biology; Nova scotia; Reproduction; Zoology; Fishery; Ecology; Oceanography","authors":[{"name":"Michaela Harris","is_ca":false},{"name":"Andrea Moore","is_ca":false},{"name":"Ben Lowen","is_ca":false},{"name":"Claudio DiBacco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02431256163793378,"gpt":0.2362509868294028,"spread":0.2119384251914691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005300937,0.0001079472,0.0001433967,0.00004759061,0.0002433757,0.000015284,0.0004191255,0.00006613522,0.00118831],"category_scores_gemma":[0.00204827,0.00007213504,0.0000313555,0.0001807785,0.0002391467,0.0002188553,0.0004624846,0.0002821994,0.00009586026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874699,"about_ca_system_score_gemma":0.0001190893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4666687,"about_ca_topic_score_gemma":0.9657679,"domain_scores_codex":[0.9988537,0.0001070099,0.0002774203,0.0003217082,0.000231699,0.0002084469],"domain_scores_gemma":[0.9990039,0.0001096937,0.0001231813,0.0006913741,0.0000216734,0.00005013306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001987302,0.00008823887,0.9680969,0.000007294166,0.000006422525,0.00001257196,0.001243186,0.001572133,0.0186855,0.0002797808,0.009639971,0.0003481147],"study_design_scores_gemma":[0.0002089397,0.0000300609,0.9802486,0.00007502722,0.000006618013,0.000006826648,0.0001377215,0.0004331469,0.01745693,0.0008848251,0.000413421,0.00009792831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779921,0.000003821913,0.000008714446,0.01507739,0.0002852098,0.0003581401,0.000006083875,0.000003142229,0.006265361],"genre_scores_gemma":[0.9971058,0.000002884783,0.0003086389,0.0003974325,0.00003054094,0.00001513816,0.0000119942,0.000006551752,0.002121045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990993,"threshold_uncertainty_score":0.9997247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388490188","doi":"10.3391/ai.2023.18.4.114182","title":"Horizon scanning for potentially invasive non-native marine species to inform trans-boundary conservation management – Example of the northern Gulf of Mexico","year":2023,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":6,"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; U.S. Department of the Interior","keywords":"Biology; Fishery; Invasive species; Introduced species; Ecology; Indicator species; Mussel; Habitat","authors":[{"name":"Kathryn A. O’Shaughnessy","is_ca":false},{"name":"Lorenzo Vilizzi","is_ca":false},{"name":"Wesley M. Daniel","is_ca":false},{"name":"Monica E. McGarrity","is_ca":false},{"name":"Hanna Bauer","is_ca":false},{"name":"Leslie Hartman","is_ca":false},{"name":"Stephen P. Geiger","is_ca":false},{"name":"Paul W. Sammarco","is_ca":false},{"name":"Steve R. Kolian","is_ca":false},{"name":"Scott A. Porter","is_ca":false},{"name":"Jessica M. Dutton","is_ca":false},{"name":"Matthew R. McClure","is_ca":false},{"name":"Michael Iohn Norberg","is_ca":false},{"name":"Alexander Q. Fogg","is_ca":false},{"name":"Timothy J. Lyons","is_ca":false},{"name":"Justin Procopio","is_ca":false},{"name":"Lauren Bantista","is_ca":false},{"name":"Wayne A. Bennett","is_ca":false},{"name":"Mary K. Wicksten","is_ca":false},{"name":"David B. Reeves","is_ca":false},{"name":"Julie A. Lively","is_ca":false},{"name":"Elizabeth M. Robinson","is_ca":false},{"name":"Jorge Brenner","is_ca":false},{"name":"Joseph W. Goy","is_ca":false},{"name":"Ashley Morgan-Olvera","is_ca":false},{"name":"Anna L. E. Yunnie","is_ca":false},{"name":"Gordon H. Copp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03381243516586967,"gpt":0.2390705587482327,"spread":0.205258123582363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004318959,0.0001533348,0.0002410974,0.0001219833,0.0003809642,0.0000137412,0.000398902,0.00006019766,0.002037973],"category_scores_gemma":[0.0003689667,0.00012017,0.0001342666,0.0008911942,0.0003864522,0.0001701892,0.0005715165,0.00008721277,0.000148885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036958,"about_ca_system_score_gemma":0.00006409605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163257,"about_ca_topic_score_gemma":0.01894001,"domain_scores_codex":[0.9986235,0.00004494224,0.0004544879,0.0002434506,0.0003593788,0.0002742342],"domain_scores_gemma":[0.9988307,0.0004710802,0.000223922,0.0003641469,0.00005320742,0.00005691523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003656775,0.0005476103,0.7678534,0.0005828824,0.0006938208,0.00001525695,0.01959749,0.0119234,0.06037137,0.03901026,0.06063937,0.03839944],"study_design_scores_gemma":[0.0008259022,0.0005565387,0.9317647,0.0001096847,0.0001105718,0.000001839769,0.002442743,0.0006539837,0.02390015,0.01331221,0.02607222,0.0002494158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922204,0.000001855121,0.004486963,0.00276366,0.0002527575,0.001660885,0.00004295207,0.00002772647,0.09854276],"genre_scores_gemma":[0.979749,0.00002960522,0.004006521,0.0004803088,0.00002855044,0.0002116247,0.00008085776,0.0000207189,0.01539283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639113,"threshold_uncertainty_score":0.9989617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209513718","doi":"10.3391/ai.2021.16.4.09","title":"A doubled down invasion of the northeast Pacific by the Asian mud shrimp, Upogebia major and its coevolved bopyrid isopod parasite, Orthione griffenis","year":2021,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eurostars; National Museum of Natural History; Williams College; Mystic Seaport Museum; California Department of Fish and Wildlife; Hakai Institute; Far East Branch, Russian Academy of Sciences; National Oceanic and Atmospheric Administration; U.S. Department of Agriculture; Smithsonian Institution; Long Island University; Oregon State University; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Shrimp; Biology; Parasite hosting; Crustacean; Isopoda; Ecology; Fishery","authors":[{"name":"John W. Chapman","is_ca":false},{"name":"Jingchun Li","is_ca":false},{"name":"Michael F. McGowan","is_ca":false},{"name":"Ralph Breitenstein","is_ca":false},{"name":"Ralph G. Appy","is_ca":false},{"name":"Kathryn A. Hieb","is_ca":false},{"name":"Christina N. Piotrowski","is_ca":false},{"name":"Leanne E. Elder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01877087220243775,"gpt":0.260862409998378,"spread":0.2420915377959403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003081183,0.0002188656,0.0002552112,0.00003055831,0.000937077,0.00003822032,0.0003768438,0.0001538603,0.002278744],"category_scores_gemma":[0.0002896619,0.0001303891,0.0001412019,0.0004977603,0.0004026502,0.0001861218,0.0003394636,0.000370017,0.0005575496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005878014,"about_ca_system_score_gemma":0.0000701578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004280673,"about_ca_topic_score_gemma":0.003417086,"domain_scores_codex":[0.9981999,0.0003418492,0.0004075455,0.0004127362,0.0003064199,0.0003315749],"domain_scores_gemma":[0.9986551,0.0003412076,0.0002094419,0.0006338928,0.00002793358,0.000132465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009573401,0.0007696606,0.6945162,0.00002659763,0.0001915035,0.00002156793,0.003335031,0.00002288009,0.2732856,0.001528664,0.02264492,0.003561684],"study_design_scores_gemma":[0.001763241,0.0002207555,0.9238044,0.0001919472,0.0003575904,0.0004032056,0.00326652,0.001451813,0.04668722,0.00172326,0.01952955,0.0006004763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826008,0.0002802207,0.00007109974,0.006940451,0.0003047128,0.0004829645,0.00008805695,0.00002675899,0.009204901],"genre_scores_gemma":[0.9950845,0.0001265457,0.0001463282,0.0005781956,0.00003029321,0.0000568453,0.00005993643,0.00001525115,0.003902095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292883,"threshold_uncertainty_score":0.9986333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979574781","doi":"10.3391/ai.2010.5.1.14","title":"Earth Day is Every Day: Spreading the news about invasive species","year":2010,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","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":"Biology; Invasive species; Ecology","authors":[{"name":"Kathleen Mosher Patterson","is_ca":false},{"name":"Sam Chan","is_ca":false},{"name":"Robin Goettel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03692473361505293,"gpt":0.2619716597321358,"spread":0.2250469261170829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004387136,0.0001529441,0.0001233609,0.00005747479,0.0004485695,0.0001194132,0.0004264166,0.0001421931,0.0005779723],"category_scores_gemma":[0.001150431,0.000115906,0.0001193628,0.000178566,0.0002276591,0.00001071944,0.0001175423,0.0002197073,0.0008318073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005122148,"about_ca_system_score_gemma":0.00017295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036194,"about_ca_topic_score_gemma":0.0008878779,"domain_scores_codex":[0.9987866,0.0001148349,0.0003100949,0.0003563526,0.0002014037,0.0002307473],"domain_scores_gemma":[0.9984754,0.0001665328,0.0001501829,0.001009711,0.000106573,0.00009157314],"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":[0.000003541027,0.00004810125,0.002013332,0.000006716254,0.0000435623,6.481794e-7,0.0006982049,0.000003047288,0.9285059,0.009090705,0.0587758,0.0008104286],"study_design_scores_gemma":[0.0001970091,0.00003158516,0.01091077,0.00001800454,0.0000345415,0.00001170899,0.0006829578,0.0000931755,0.6408635,0.0003845085,0.3465662,0.0002060764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710953,0.0001618285,0.003776093,0.005565519,0.001622354,0.0004993024,0.00004827733,0.00004038511,0.01719101],"genre_scores_gemma":[0.9761114,0.0002154227,0.000464606,0.002199231,0.0004041963,0.00005398269,0.0001674341,0.00002343114,0.02036035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877904,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366264319","doi":"10.3391/ai.2023.18.1.103438","title":"A biological and ecological study of the invasive pufferfish Torquigener hypselogeneion (Bleeker 1852) [conspecific Torquigener flavimaculosus Hardy &amp;amp; Randall, 1983] in the Eastern Mediterranean","year":2023,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Çukurova Üniversitesi","keywords":"Biology; Mediterranean climate; Ecology; Invertebrate; Mediterranean sea; Crustacean; Fecundity; Reproductive biology; Fishery; Zoology","authors":[{"name":"Aylin Ulman","is_ca":false},{"name":"Hasan Deniz Akbora","is_ca":false},{"name":"Özgür Çanak","is_ca":false},{"name":"Elaine Chu","is_ca":true},{"name":"Burak Ali Çi̇çek","is_ca":false},{"name":"Hasan Ersönmez","is_ca":false},{"name":"Sinan Mavruk","is_ca":false},{"name":"Caner Enver Özyurt","is_ca":false},{"name":"Taner Yıldız","is_ca":false},{"name":"Amy Liu","is_ca":true},{"name":"Nazlı Demirel","is_ca":false},{"name":"Daniel Pauly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063591007320523,"gpt":0.2761843952465045,"spread":0.1698252945144522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001361405,0.0003072138,0.0004350212,0.0001052227,0.0005569297,0.00004882098,0.0008746918,0.000226293,0.003108914],"category_scores_gemma":[0.001392228,0.0001626088,0.0001363495,0.0008879854,0.0009922424,0.0001375213,0.001061722,0.0003977446,0.0009752738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009215705,"about_ca_system_score_gemma":0.00004487401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179503,"about_ca_topic_score_gemma":0.04021391,"domain_scores_codex":[0.9965654,0.001117277,0.0006406957,0.0006155418,0.0005214242,0.0005396879],"domain_scores_gemma":[0.9972841,0.001640827,0.0002003589,0.0007449352,0.00002281941,0.000106975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006832369,0.0008245721,0.96899,0.000008359099,0.00005526538,0.0000342856,0.008427883,0.0001648009,0.008123122,0.0001199645,0.01255072,0.0006326781],"study_design_scores_gemma":[0.001317029,0.000343807,0.9833483,0.00001918712,0.00005907774,0.00002706255,0.004381087,0.0001091056,0.0002834092,0.001325247,0.008520532,0.0002661497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933006,0.00003428792,0.000007451821,0.001928365,0.000528411,0.001309497,0.00001530233,0.00003296113,0.002843108],"genre_scores_gemma":[0.9971762,0.0001802667,0.00007639824,0.0008472608,0.0001398771,0.0002581157,0.00003900208,0.00001581475,0.00126705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979596,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409445690","doi":"10.3391/ai.2025.20.1.135792","title":"Non-native marine and estuarine fouling bryozoans detected along North American Coasts: a twenty-year synthesis","year":2025,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Ecology and Invasive Species","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":"Bureau of Ocean Energy Management; California Department of Fish and Wildlife; Smithsonian Environmental Research Center; Maryland Sea Grant, University of Maryland; U.S. Department of Defense; U.S. Fish and Wildlife Service; U.S. Department of Homeland Security; Alaska Department of Fish and Game; Massachusetts Department of Fish and Game; National Oceanic and Atmospheric Administration; Smithsonian Institution; National Science Foundation","keywords":"Biology; Estuary; Fouling; Bryozoa; Ecology; Fishery; Introduced species; Invasive species; Oceanography; Aquatic animal; Fish <Actinopterygii>; Taxonomy (biology)","authors":[{"name":"Linda McCann","is_ca":false},{"name":"Natasha Gray Hitchcock","is_ca":false},{"name":"Judith E. Winston","is_ca":false},{"name":"Andrew L. Chang","is_ca":false},{"name":"James T. Carlton","is_ca":false},{"name":"Gregory M. Ruiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01002651568141083,"gpt":0.2173341550817001,"spread":0.2073076394002892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001972473,0.0002136833,0.0003084418,0.0001216524,0.0004336048,0.00003187831,0.0002551262,0.00004981814,0.001742565],"category_scores_gemma":[0.001126228,0.0001935053,0.00006087576,0.0007762359,0.0007365599,0.0001486566,0.0008660241,0.0002448414,0.0002402154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271113,"about_ca_system_score_gemma":0.00004284304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008497895,"about_ca_topic_score_gemma":0.1027825,"domain_scores_codex":[0.9986203,0.00008991497,0.0003111454,0.0004281712,0.000184202,0.0003662147],"domain_scores_gemma":[0.9985301,0.0008810872,0.0001265616,0.0003299521,0.00001694444,0.0001153093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001994072,0.00009294193,0.9831636,0.00001134251,0.00006230635,0.00001399748,0.0002917456,0.0000643555,0.0002662908,0.0002836223,0.001231095,0.01449875],"study_design_scores_gemma":[0.0003021578,0.000107351,0.9930591,0.00002650921,0.00008622301,0.000005552498,0.0006283355,0.003081433,0.001010014,0.0007075024,0.000780558,0.0002052426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641849,0.000004473611,0.0007213739,0.001065734,0.0001033545,0.0003371697,0.000004850347,0.0000548475,0.03352332],"genre_scores_gemma":[0.9938635,0.00008934172,0.003306847,0.0005617054,0.00002496573,0.0001015187,0.00001169436,0.0000138617,0.002026595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09428462,"threshold_uncertainty_score":0.99917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402689539","doi":"10.3391/ai.2024.19.3.125642","title":"Long-term evaluation of the impact of urbanization on native and non-native fish assemblages","year":2024,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Government of Canada; Toronto and Region Conservation Authority; McMaster University; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Biodiversity Monitoring Institute; Ministry of Natural Resources","keywords":"Biology; Urbanization; Fish <Actinopterygii>; Introduced species; Aquatic animal; Invasive species; Ecology; Term (time); Fishery","authors":[{"name":"Shubha N. Pandit","is_ca":true},{"name":"Mark S. Poesch","is_ca":true},{"name":"Jurek Kolasa","is_ca":true},{"name":"Laxmi K. Pandit","is_ca":true},{"name":"Jonathan L. W. Ruppert","is_ca":true},{"name":"Eva C. Enders","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03820959284393109,"gpt":0.3038757958938495,"spread":0.2656662030499184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266365,0.00006944452,0.00009068874,0.00004126454,0.0001157807,0.000006829907,0.00008094058,0.00003033341,0.0004102723],"category_scores_gemma":[0.0004008843,0.00004303241,0.00004036329,0.0002699054,0.0001802351,0.0001096907,0.0001322906,0.00005717993,0.00001900902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011742,"about_ca_system_score_gemma":0.00002150704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008750603,"about_ca_topic_score_gemma":0.0008662253,"domain_scores_codex":[0.9993057,0.0001101712,0.0001270178,0.0001340347,0.0002483812,0.00007466879],"domain_scores_gemma":[0.9994909,0.0002909926,0.00007249823,0.0001141698,0.00001855081,0.0000129436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009822355,0.0001871192,0.9560448,0.00004542643,0.0002527873,0.000001250849,0.005410996,0.003537501,0.001241187,0.0009100112,0.02999088,0.002368241],"study_design_scores_gemma":[0.0001368616,0.0001287269,0.9840685,0.0000801045,0.0001022559,3.39742e-7,0.0001361185,0.01129029,0.001308645,0.002702724,0.000002083776,0.000043366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984184,0.00001514607,0.0001780682,0.0004639018,0.00007589204,0.0004058095,0.000006001177,0.000006967334,0.01466423],"genre_scores_gemma":[0.9995396,0.00003408469,0.00001524146,0.00007344785,0.000007258589,0.0000231648,0.000004724933,0.000004427175,0.0002980338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02998879,"threshold_uncertainty_score":0.4492194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2249295797","doi":"","title":"Proceedings of the 2nd International Invasive Sea Squirt Conference, Prince Edward Island, Canada, 2-4 October 2007.","year":2009,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Invasive species; Fishery; Ecology","authors":[{"name":"Andrea Locke","is_ca":false},{"name":"Mary Carman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723765659093678,"gpt":0.207059052551288,"spread":0.1898213959603512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001022017,0.0001070996,0.000144412,0.000008465164,0.0001303151,0.00002203911,0.0004258852,0.00006217597,0.0009862996],"category_scores_gemma":[0.0002374207,0.00003585374,0.00006202581,0.0001692976,0.00007616138,0.00006256475,0.0001259206,0.0001055221,0.000009767316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003996018,"about_ca_system_score_gemma":0.000130188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08298355,"about_ca_topic_score_gemma":0.7286643,"domain_scores_codex":[0.9991622,0.00001598891,0.0002184454,0.000185998,0.000223488,0.0001938924],"domain_scores_gemma":[0.9994728,0.0001412795,0.0001313122,0.00004573519,0.0001434876,0.00006538282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006351314,0.0003692691,0.5142677,0.00001595887,0.00008505526,0.000007356771,0.0003702275,0.000002513048,0.201802,0.03725167,0.1997808,0.04598388],"study_design_scores_gemma":[0.0002300992,0.0002158727,0.8654541,0.00006436774,0.00002331774,0.00002017441,0.0005042633,0.00006831622,0.005455883,0.004967302,0.1227791,0.0002171832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606067,0.00001364721,0.000001436155,0.009492325,0.0003018553,0.0002069259,0.00005122798,0.00001094981,0.02931497],"genre_scores_gemma":[0.9952465,0.00003159457,0.00005391023,0.001410592,0.0001713978,0.000007158487,0.00003248753,5.40808e-7,0.003045828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456807,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409457514","doi":"10.3391/ai.2025.20.1.154604","title":"Current challenges and progress in global management, research, science and policy: Eleventh International Conference on Marine Bioinvasions (ICMB-XI)","year":2025,"lang":"en","type":"article","venue":"Aquatic Invasions","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"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":"Smithsonian Environmental Research Center; Maryland Sea Grant, University of Maryland; Smithsonian Institution","keywords":"Eleventh; Biology; Science policy; Environmental resource management; Environmental planning; Political science; Public administration","authors":[{"name":"Amy E. Fowler","is_ca":false},{"name":"Alejandro Bortolus","is_ca":false},{"name":"João Canning‐Clode","is_ca":false},{"name":"Tamara B. Robinson","is_ca":false},{"name":"Thomas W. Therriault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1055978948546929,"gpt":0.3806693356577548,"spread":0.2750714408030619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000824962,0.0001406419,0.0001363652,0.0002568446,0.0003810127,0.00006968583,0.0003786015,0.00003121247,0.00008626936],"category_scores_gemma":[0.0003373905,0.0001109304,0.0000193299,0.0008753621,0.001404814,0.0001511911,0.002330615,0.0001858481,0.00004448016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267573,"about_ca_system_score_gemma":0.00007260566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003315298,"about_ca_topic_score_gemma":0.002735469,"domain_scores_codex":[0.9982121,0.00007916869,0.000193226,0.0005056186,0.0006336828,0.0003761905],"domain_scores_gemma":[0.9995019,0.00008189699,0.00003752522,0.0002347889,0.00003657584,0.0001072911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000135754,0.0002327751,0.09676845,0.00003727313,0.00001788334,0.000008081834,0.0004537187,8.186331e-7,0.00004340813,0.4675298,0.001178841,0.4337153],"study_design_scores_gemma":[0.0005798392,0.00009013081,0.8851735,0.0003305737,0.00001344795,0.000003751754,0.001488506,0.000878431,0.00003850592,0.09772812,0.01350225,0.0001729499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2712209,0.00133019,0.00002496896,0.04139084,0.000285243,0.0009666751,0.00001382332,0.00004930081,0.6847181],"genre_scores_gemma":[0.9883373,0.01034197,0.0005228892,0.0001824606,0.00002572937,0.00008275377,0.000003704018,0.0000036842,0.0004994604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7884051,"threshold_uncertainty_score":0.5176097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}