{"meta":{"query_hash":"bf03e117b5b4","filters":{"venue":"Reviews in Aquaculture"},"cohort_total":75,"direct_labels_cover":0,"predictions_cover":75,"exported":75,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bf03e117b5b4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reviews+in+Aquaculture"},"results":[{"id":"W1507565363","doi":"10.1111/j.1753-5131.2011.01049.x","title":"Stress response for disease control in aquaculture","year":2011,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Heat shock protein; Aquaculture; Cross-tolerance; Stressor; Immune system; Hsp70; Aquatic animal; Heat shock; Ecology; Zoology; Immunology; Fish ; Fishery; Genetics; Neuroscience; Pharmacology","score_opus":0.04197254907169458,"score_gpt":0.33384659730640565,"score_spread":0.2918740482347111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507565363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7702145,0.20070383,0.0044821505,0.0027521977,0.00027550914,0.017321933,0.0012130566,0.00006127979,0.0029755346],"genre_scores_gemma":[0.9820304,0.008161541,0.0024511227,0.001036832,0.00022184585,0.0021017578,0.00030437307,0.000058280373,0.0036338381],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764997,0.0006807253,0.000474648,0.00054512534,0.00016316856,0.0004863696],"domain_scores_gemma":[0.9990255,0.000030508994,0.00008354967,0.0005550226,0.00008969066,0.00021571216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012670481,0.0002636598,0.00041655137,0.00007947164,0.000049384253,0.000019742636,0.0004110226,0.00028989368,0.000068321286],"category_scores_gemma":[0.0013083832,0.00019215854,0.00020775718,0.00024118091,0.00006348762,0.000009340565,0.00007779546,0.00027768256,0.000043318138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01937499,0.0017573276,0.04775159,0.002153901,0.00012518065,0.0002429007,0.0024719895,0.000033125612,0.8390193,0.00072118494,0.041524343,0.044824187],"study_design_scores_gemma":[0.0030666164,0.0003735606,0.01374995,0.00057398516,0.000024407162,0.0000063320385,0.00012549962,0.00009612814,0.024294922,0.00017953257,0.95700634,0.00050271285],"about_ca_topic_score_codex":0.000037113954,"about_ca_topic_score_gemma":0.00039576433,"teacher_disagreement_score":0.915482,"about_ca_system_score_codex":0.00005512981,"about_ca_system_score_gemma":0.0001260809,"threshold_uncertainty_score":0.78359973},"labels":[],"label_agreement":null},{"id":"W1582050956","doi":"10.1111/j.1753-5131.2010.01030.x","title":"Factors influencing the growth and survival of larval and juvenile echinoids","year":2010,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Biology; Juvenile; Navicula; Chaetoceros; Salinity; Stocking; Larva; Aquaculture; Diatom; Juvenile fish; Animal science; Algae; Benthic zone; Ecology; Fishery; Nutrient; Zoology; Fish ; Phytoplankton","score_opus":0.026159233937005772,"score_gpt":0.25016293941552215,"score_spread":0.22400370547851636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582050956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957497,0.003038424,8.438443e-8,0.00060410856,0.000094124254,0.00015545374,0.000009292288,0.000007817654,0.00034098467],"genre_scores_gemma":[0.99715465,0.0025392815,0.00003122139,0.0001704041,0.00005452351,0.000005018917,0.000010507682,4.2708962e-7,0.000033951124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992918,0.00014705109,0.00021538131,0.00016344743,0.000040961815,0.0001413984],"domain_scores_gemma":[0.99962646,0.00018826016,0.00009571598,0.000041118685,0.000012952727,0.000035524194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000444814,0.000107364714,0.00027765424,0.000005562939,0.00010813493,0.00001113114,0.00014354904,0.00018196189,0.00007574899],"category_scores_gemma":[0.00021131584,0.000027231947,0.000044543896,0.00012315148,0.00014736019,0.000058521604,0.00007123886,0.00033787207,0.000002236959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031803504,0.000015632113,0.84506434,0.000025032978,0.0000037431982,4.8019723e-7,0.00048351675,2.6719588e-8,0.1460576,0.0014968977,0.000081739534,0.0067677894],"study_design_scores_gemma":[0.00006990921,0.000061768485,0.97910583,0.00002374013,0.000009748507,0.0000072052712,0.0003205957,0.0000035475503,0.0014840916,0.0009934022,0.017822135,0.00009801018],"about_ca_topic_score_codex":0.00020423275,"about_ca_topic_score_gemma":0.011565737,"teacher_disagreement_score":0.14457351,"about_ca_system_score_codex":0.0000019692238,"about_ca_system_score_gemma":0.0000026990247,"threshold_uncertainty_score":0.6453953},"labels":[],"label_agreement":null},{"id":"W1603847470","doi":"10.1111/j.1753-5131.2009.01015.x","title":"Use and exchange of genetic resources of emerging species for aquaculture and other purposes","year":2009,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Aquaculture; Biodiversity; Mariculture; Business; Ecotourism; Indigenous; Biology; Fishery; Natural resource economics; Environmental planning; Geography; Ecology; Tourism; Fish ","score_opus":0.06409688274373149,"score_gpt":0.2696610560733425,"score_spread":0.20556417332961102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603847470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92345005,0.07463355,5.702978e-7,0.0011843344,0.000020783784,0.00044588698,0.000060565464,0.0000071172212,0.00019715968],"genre_scores_gemma":[0.91432273,0.0819085,0.0013668159,0.0012326518,0.00015516423,0.000049665778,0.000022346474,0.00000152231,0.0009406055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991986,0.00008290079,0.00030745298,0.00020885914,0.000043226075,0.00015893953],"domain_scores_gemma":[0.999598,0.00012704852,0.00017370707,0.00003930445,0.000035554862,0.000026346863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002214022,0.00013609642,0.00045177646,0.00001249889,0.00007869357,0.00000958083,0.000092901246,0.00014857725,0.00003134873],"category_scores_gemma":[0.00017817537,0.000046555124,0.000068512156,0.00014205049,0.00015680198,0.00005853864,0.000034317272,0.00007333264,5.7613875e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013246035,0.00020335807,0.5962019,0.0005314918,0.000070501585,0.0000027611495,0.0062096724,9.1255083e-7,0.20723106,0.0010504323,0.011279287,0.17708616],"study_design_scores_gemma":[0.000109487366,0.00027570766,0.59881294,0.0001259914,0.000023254275,0.0000044600242,0.00048099886,0.0000018666535,0.00057738303,0.0003121909,0.39917612,0.00009959256],"about_ca_topic_score_codex":0.00003156136,"about_ca_topic_score_gemma":0.00096346595,"teacher_disagreement_score":0.3878968,"about_ca_system_score_codex":0.000003903595,"about_ca_system_score_gemma":8.738215e-7,"threshold_uncertainty_score":0.18984628},"labels":[],"label_agreement":null},{"id":"W1967432155","doi":"10.1111/raq.12064","title":"Ontogeny of bivalve immunity: assessing the potential of next‐generation sequencing techniques","year":2014,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Ontogeny; Evolutionary biology; Aquaculture; Ecology; Fish ; Fishery","score_opus":0.05338454275112114,"score_gpt":0.3118720318277053,"score_spread":0.25848748907658414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967432155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84094816,0.025121571,0.008858588,0.0017860454,0.00050395535,0.0031255854,0.000012265934,0.00011339259,0.11953043],"genre_scores_gemma":[0.98732895,0.0051036067,0.006825094,0.0002381911,0.00015532468,0.00003144771,0.000013558159,0.000010026789,0.0002938022],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846137,0.00039360687,0.00054820284,0.0001915858,0.0002469257,0.00015833438],"domain_scores_gemma":[0.99922776,0.00003370021,0.00035953335,0.00032295845,0.00003323051,0.000022790975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013552596,0.0001635994,0.0003986679,0.0000237623,0.00011905296,0.00002514591,0.00030316474,0.00008541377,0.00015499667],"category_scores_gemma":[0.0003538783,0.00008803142,0.00017919652,0.00032278599,0.00017414949,0.00022247386,0.00020587372,0.00021610969,0.0000138153955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022132258,0.000048131507,0.005919598,0.00013295845,0.000016795584,5.545952e-7,0.0011863692,0.00007181434,0.8520492,0.00051968964,0.0034103584,0.13664235],"study_design_scores_gemma":[0.00056947744,0.00027653706,0.063039325,0.0017227861,0.00030474152,0.000028642784,0.0027605086,0.0031128386,0.24197575,0.0025691225,0.6826799,0.00096039847],"about_ca_topic_score_codex":0.00071664306,"about_ca_topic_score_gemma":0.00046239857,"teacher_disagreement_score":0.6792695,"about_ca_system_score_codex":0.00007635868,"about_ca_system_score_gemma":0.000008763739,"threshold_uncertainty_score":0.3589817},"labels":[],"label_agreement":null},{"id":"W1972593366","doi":"10.1111/raq.12092","title":"Effectiveness of triploidy as a management tool for reproductive containment of farmed fish: Atlantic salmon (Salmo salar) as a case study","year":2015,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Fisheries and Oceans Canada","keywords":"Salmo; Biology; Aquaculture; Fishery; Fish farming; Population; Fish migration; Animal husbandry; Range (aeronautics); Ecology; Fish ; Agriculture; Environmental health","score_opus":0.031252830730069965,"score_gpt":0.33201408599146237,"score_spread":0.3007612552613924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972593366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864791,0.0070527005,0.000113434595,0.00007690309,0.00014325252,0.0056939633,0.000019403971,0.000006375758,0.00041485368],"genre_scores_gemma":[0.9964962,0.0016902611,0.00051986834,0.0000649544,0.00008828577,0.0005638837,0.000064276894,0.000019333726,0.0004929196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973824,0.00081342604,0.0006660498,0.00073101494,0.00017194082,0.00023519482],"domain_scores_gemma":[0.9984891,0.00006441413,0.00037499898,0.00076450204,0.00024020867,0.00006679063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800854,0.00027795226,0.00078754954,0.00006685083,0.000033693417,0.000008146159,0.00021093688,0.0001528289,0.0000075731086],"category_scores_gemma":[0.0023365247,0.0001982306,0.00019205206,0.00022510531,0.00014599205,0.000010656081,0.000115137635,0.00010612383,0.000005819645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017920354,0.010665015,0.16998246,0.007853371,0.0034362948,0.0009929638,0.011457206,0.00010831679,0.7406971,0.0027210724,0.011537967,0.022627912],"study_design_scores_gemma":[0.024622405,0.02941518,0.0777153,0.0030128458,0.0015825434,0.00277813,0.041376237,0.000008587138,0.6239661,0.002066747,0.19128114,0.0021747572],"about_ca_topic_score_codex":0.00019887842,"about_ca_topic_score_gemma":0.000050946055,"teacher_disagreement_score":0.17974317,"about_ca_system_score_codex":0.000055491586,"about_ca_system_score_gemma":0.000066979606,"threshold_uncertainty_score":0.80836093},"labels":[],"label_agreement":null},{"id":"W1997848660","doi":"10.1111/raq.12013","title":"Sustainability issues related to feeding salmonids: a Canadian perspective","year":2013,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Fisheries and Oceans Canada; University of Saskatchewan; University of Guelph","funders":"","keywords":"Aquaculture; Sustainability; Fishery; Fish meal; Fish ; Business; Fish farming; Fish oil; Production (economics); Biology; Ecology; Economics","score_opus":0.017134854560013704,"score_gpt":0.2792777918219884,"score_spread":0.26214293726197474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997848660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546042,0.03975873,0.0000031490276,0.06975892,0.00014597966,0.0054981206,0.000047130874,0.00029051342,0.029893262],"genre_scores_gemma":[0.9635997,0.0066707474,0.00088555826,0.004291904,0.0005119668,0.0007398552,0.00013827135,0.0000074271975,0.023154581],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976974,0.00030380802,0.0005388302,0.00063554454,0.00023646615,0.0005879282],"domain_scores_gemma":[0.99882257,0.00015870736,0.00013342038,0.00012447334,0.0003996748,0.00036116695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052850443,0.00033286843,0.0005682413,0.000038718554,0.00021404962,0.00016644699,0.00041515086,0.0002947326,0.0006372606],"category_scores_gemma":[0.0019204849,0.00012282873,0.00024681306,0.0014678783,0.00007120384,0.00035298325,0.00008298146,0.00043491574,0.0011833683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001227416,0.0008093206,0.025151988,0.00030112008,0.00006415293,0.0000491034,0.026847728,0.0000064698484,0.07304101,0.032324877,0.7386716,0.102720335],"study_design_scores_gemma":[0.00015401262,0.00015071545,0.065901995,0.00020971184,0.000010907622,0.000012278556,0.022333197,0.0000072172556,0.00027472535,0.013220368,0.8975423,0.0001825929],"about_ca_topic_score_codex":0.002749114,"about_ca_topic_score_gemma":0.0021851126,"teacher_disagreement_score":0.15887065,"about_ca_system_score_codex":0.0003858467,"about_ca_system_score_gemma":0.000013082622,"threshold_uncertainty_score":0.99959433},"labels":[],"label_agreement":null},{"id":"W2020968736","doi":"10.1111/raq.12053","title":"Current knowledge on biotin nutrition in fish and research perspectives","year":2013,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Biotin and Related Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; National Research Council Canada","funders":"","keywords":"Biology; Biotin; Aquaculture; Vitamin; Biotin deficiency; Physiology; Zoology; Biotechnology; Fish ; Biochemistry; Fishery","score_opus":0.04568704946666142,"score_gpt":0.3791944741862801,"score_spread":0.3335074247196187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020968736","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31716636,0.6741197,0.0000016017373,0.0019996664,0.00010127923,0.0012330831,0.0000062307813,0.0000063563966,0.005365714],"genre_scores_gemma":[0.35459882,0.64415383,0.00011556239,0.000083941864,0.0001876124,0.00015319942,0.000028594504,0.000009235876,0.0006692033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896556,0.0002710971,0.00018375886,0.00031245232,0.0000672287,0.00019987942],"domain_scores_gemma":[0.9997087,0.000014558555,0.000029929963,0.00013613908,0.00007234043,0.0000383394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039560738,0.00011731375,0.00018668687,0.00007539129,0.000054171578,0.000020072746,0.000086156826,0.00018180425,0.000016360496],"category_scores_gemma":[0.00018348078,0.00007852756,0.00004642473,0.00023771205,0.00010099592,0.0000034427549,0.00007725392,0.00040272015,0.000068702866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006380174,0.0023533385,0.005801324,0.0015316014,0.000046767065,0.0000049619684,0.0071419147,9.3405015e-7,0.09074073,0.0016328214,0.6193806,0.2713012],"study_design_scores_gemma":[0.00057501043,0.00021533073,0.0085024405,0.0012100526,0.0000034477953,0.0000034851923,0.0012158724,0.0000063954967,0.003786894,0.00014464768,0.98416954,0.0001668616],"about_ca_topic_score_codex":0.000012698059,"about_ca_topic_score_gemma":0.00019636925,"teacher_disagreement_score":0.36478898,"about_ca_system_score_codex":0.000028771925,"about_ca_system_score_gemma":0.000010887136,"threshold_uncertainty_score":0.3202261},"labels":[],"label_agreement":null},{"id":"W2066407794","doi":"10.1111/j.1753-5131.2010.01022.x","title":"Effects of nutrition on larval growth and survival in bivalves","year":2010,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Island University; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Larva; Crassostrea; Pacific oyster; Ichthyoplankton; Aquaculture; Phytoplankton; Carbohydrate; Animal science; Zoology; Oyster; Food science; Fishery; Ecology; Biochemistry; Fish ; Nutrient","score_opus":0.00838865088469099,"score_gpt":0.25452758170198775,"score_spread":0.24613893081729676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066407794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97981673,0.0042997636,0.0000029031114,0.0004950297,0.00015056926,0.0008662043,0.0000034341501,0.000013396365,0.014351954],"genre_scores_gemma":[0.972895,0.025049547,0.0013457084,0.00020129778,0.000090997215,0.00009349272,0.000008689623,0.000010623212,0.0003046428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990049,0.00012620776,0.0002738619,0.0002587828,0.00016807862,0.00016819806],"domain_scores_gemma":[0.9996561,0.00009123613,0.00008504241,0.0001214133,0.000004520138,0.000041699102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363263,0.000163484,0.00037867995,0.000036405025,0.000031808995,0.000008953256,0.00012487503,0.0001023201,0.00008690356],"category_scores_gemma":[0.00036670605,0.00010601988,0.00007603463,0.00029173098,0.00012027281,0.00009131272,0.00010412725,0.0003360185,0.000059153455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066297616,0.001647458,0.53979784,0.0029489354,0.00002186758,0.000024270948,0.002511523,0.0000021336718,0.39882413,0.0073114806,0.007889848,0.038954213],"study_design_scores_gemma":[0.0012139675,0.00011968292,0.7550644,0.00072358863,0.000024090305,0.0000049086757,0.000060870563,0.0000041232393,0.008445133,0.0017898188,0.2322168,0.00033255952],"about_ca_topic_score_codex":0.00017088064,"about_ca_topic_score_gemma":0.0019395624,"teacher_disagreement_score":0.39037898,"about_ca_system_score_codex":0.0000152508655,"about_ca_system_score_gemma":0.0000017656103,"threshold_uncertainty_score":0.43233654},"labels":[],"label_agreement":null},{"id":"W2086983606","doi":"10.1111/raq.12029","title":"Sturgeon (Acipenser transmontanus) sexual maturation and caviar quality","year":2013,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sturgeon; Biology; Sexual maturity; Reproductive physiology; Fish ; Zoology; Fishery; Ecology; Endocrinology","score_opus":0.01930712978589896,"score_gpt":0.2603981719316769,"score_spread":0.24109104214577795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086983606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94546384,0.0048874207,0.00007487905,0.002824787,0.0001480079,0.0021379304,0.0000060650286,0.000054167504,0.044402912],"genre_scores_gemma":[0.8976863,0.034669556,0.0036594693,0.012755451,0.00013468713,0.0011225855,0.000089692905,0.00004071594,0.049841527],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987007,0.00021161724,0.0003530828,0.0003463417,0.00013633088,0.00025197514],"domain_scores_gemma":[0.9995758,0.00007405209,0.000111265465,0.00017838519,0.0000061952906,0.000054307286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005310697,0.00018318115,0.00033368965,0.000017572116,0.00012896894,0.000030398753,0.00013067205,0.00011788626,0.00052096864],"category_scores_gemma":[0.00015165943,0.00012777104,0.0000388133,0.00017262378,0.00011474888,0.0003670518,0.00010259084,0.0001982271,0.00094393134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004717103,0.00014164511,0.15111792,0.0002449568,0.000026784626,0.0000076667375,0.004444296,0.000014747562,0.0017341189,0.0003597425,0.8231714,0.018732015],"study_design_scores_gemma":[0.00018366259,0.000027234362,0.6333296,0.000022608438,0.000016061935,0.0000025731401,0.00057824235,0.000015647962,0.000028562159,0.00055117183,0.36517227,0.000072385345],"about_ca_topic_score_codex":0.00041449838,"about_ca_topic_score_gemma":0.007006927,"teacher_disagreement_score":0.48221168,"about_ca_system_score_codex":0.000057748875,"about_ca_system_score_gemma":0.0000014776645,"threshold_uncertainty_score":0.99983394},"labels":[],"label_agreement":null},{"id":"W2120845621","doi":"10.1111/j.1753-5131.2011.01045.x","title":"Intraspecies and interspecies hybrids in Haliotis: natural and experimental evidence and its impact on abalone aquaculture","year":2011,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abalone; Aquaculture; Biology; Hybrid; Heterosis; Haliotis; Fishery; Biotechnology; Zoology; Ecology; Fish ; Botany","score_opus":0.03512988931046506,"score_gpt":0.3083484647003355,"score_spread":0.27321857538987043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120845621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84291697,0.1501709,6.3631876e-7,0.00034908473,0.00006846342,0.0006888382,0.000008432479,0.000022436318,0.005774236],"genre_scores_gemma":[0.9456485,0.05275917,0.00030602072,0.00039001193,0.000049673792,0.00004515128,0.0000049035893,0.000014207976,0.000782374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980707,0.00017279942,0.00044799238,0.0006726613,0.00024254742,0.000393303],"domain_scores_gemma":[0.99946684,0.00006104621,0.00013365298,0.0001886404,0.000010871118,0.00013898103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038744617,0.0004786846,0.0006611803,0.000067654975,0.00011481995,0.00006939821,0.00021244516,0.00012013637,0.00041528296],"category_scores_gemma":[0.00018816077,0.0002825135,0.00009614634,0.0003383918,0.0003310151,0.0005842121,0.00045092765,0.0004837056,0.000050952713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008431875,0.0013622951,0.6423695,0.0009521743,0.00019383988,0.00041754224,0.13000149,0.000008004045,0.11640064,0.0060406635,0.046814803,0.054595854],"study_design_scores_gemma":[0.0012477695,0.0006679933,0.94538486,0.0022209368,0.000051706244,0.00024723477,0.004463291,0.000060188933,0.00769321,0.00032217958,0.036538903,0.0011017041],"about_ca_topic_score_codex":0.0004197703,"about_ca_topic_score_gemma":0.000999728,"teacher_disagreement_score":0.30301538,"about_ca_system_score_codex":0.00014266426,"about_ca_system_score_gemma":0.000004222508,"threshold_uncertainty_score":0.9999627},"labels":[],"label_agreement":null},{"id":"W2131827949","doi":"10.1111/j.1753-5131.2012.01074.x","title":"Open‐water integrated multi‐trophic aquaculture: environmental biomitigation and economic diversification of fed aquaculture by extractive aquaculture","year":2012,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":340,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria; University of New Brunswick","funders":"","keywords":"Aquaculture; Polyculture; Ecosystem; Trophic level; Nutrient; Fishery; Recirculating aquaculture system; Biodiversity; Ecology; Environmental science; Biology; Fish ","score_opus":0.022956182718418833,"score_gpt":0.2710911703610337,"score_spread":0.24813498764261485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131827949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95211154,0.030680621,0.0002242601,0.0019799743,0.00046624968,0.0060496614,0.00093661825,0.000120521865,0.0074305795],"genre_scores_gemma":[0.9764255,0.012948975,0.0032508783,0.00043934645,0.000111993526,0.00025439353,0.0015460947,0.000054710676,0.004968088],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962374,0.00048297673,0.0010926988,0.0009987074,0.00039515947,0.0007930567],"domain_scores_gemma":[0.9985061,0.00004081773,0.00061788404,0.0005036012,0.000020830683,0.0003107207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092403125,0.0008115447,0.001110551,0.00007422952,0.00036084987,0.00013298105,0.00083736854,0.0005187405,0.0017204995],"category_scores_gemma":[0.00008806482,0.0004938968,0.0002791506,0.00034411228,0.00051395607,0.001692567,0.00087872497,0.00068543333,0.00088114926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003018282,0.0016199076,0.23658156,0.00025217482,0.0003098619,0.000007669965,0.026081402,0.000026921663,0.62087965,0.0005107093,0.092417926,0.021010382],"study_design_scores_gemma":[0.002570467,0.00019403358,0.08461833,0.00027188833,0.00026042073,0.00004353826,0.004237668,0.00015526073,0.029527491,0.00011347436,0.87667197,0.0013354807],"about_ca_topic_score_codex":0.0010473654,"about_ca_topic_score_gemma":0.0005419398,"teacher_disagreement_score":0.784254,"about_ca_system_score_codex":0.00059776544,"about_ca_system_score_gemma":0.00001143596,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W2142670892","doi":"10.1111/j.1753-5131.2011.01046.x","title":"Striped catfish farming in the Mekong Delta, Vietnam: a tumultuous path to a global success","year":2011,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Deakin University; Australian Agency for International Development; European Commission; University of Ottawa; United States Agency for International Development","keywords":"Catfish; Livelihood; Aquaculture; Agriculture; Vietnamese; Mekong delta; Mekong river; Fishery; Production (economics); Business; Geography; Agricultural science; Agricultural economics; Economics; Biology; Water resource management; Fish ; Environmental science","score_opus":0.032215910145128555,"score_gpt":0.27673904606570066,"score_spread":0.2445231359205721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142670892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7910846,0.005323498,0.00026109495,0.003508609,0.00034023114,0.0050679613,0.000025287194,0.00007201501,0.19431673],"genre_scores_gemma":[0.9841937,0.0039190114,0.0018654123,0.008941734,0.00003451656,0.00055363594,0.000009863461,0.000009287051,0.00047286745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985129,0.00023580184,0.00035859298,0.0003640369,0.00016653804,0.00036211743],"domain_scores_gemma":[0.9995615,0.000019966372,0.00009475207,0.00027297682,0.000004808051,0.000046008627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008490149,0.0001945928,0.000329186,0.000020142903,0.00012643663,0.000018366074,0.0005892544,0.00008321629,0.00042719397],"category_scores_gemma":[0.00016425745,0.00011661443,0.000068254376,0.0007236041,0.000074861055,0.00016171637,0.00029686277,0.00019854511,0.00047418286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021655664,0.0002845824,0.8564206,0.000098438206,0.000014439755,0.000111852,0.0145066995,0.000023480037,0.0000144115365,0.00055855484,0.107156344,0.020788947],"study_design_scores_gemma":[0.00028725117,0.000055322118,0.7907388,0.00013250775,0.00002668826,0.000007909089,0.0013511356,0.000019361578,0.0000039181155,0.0003399513,0.2068122,0.00022494444],"about_ca_topic_score_codex":0.00088371156,"about_ca_topic_score_gemma":0.054767698,"teacher_disagreement_score":0.19384386,"about_ca_system_score_codex":0.00016992759,"about_ca_system_score_gemma":0.000003694164,"threshold_uncertainty_score":0.9624803},"labels":[],"label_agreement":null},{"id":"W2289007472","doi":"10.1111/raq.12140","title":"Ocean acidification and marine aquaculture in North America: potential impacts and mitigation strategies","year":2016,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ocean acidification; Aquaculture; Environmental science; Context (archaeology); Seawater; Fishery; Shellfish; Climate change; Oceanography; Fish ; Aquatic animal; Geography; Biology; Geology","score_opus":0.0105585945109539,"score_gpt":0.23651653572004774,"score_spread":0.22595794120909385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289007472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98207325,0.01565917,0.000048954054,0.0012148055,0.00004867539,0.0004936335,0.000059257945,0.000020735768,0.00038149854],"genre_scores_gemma":[0.94445515,0.054603316,0.00037310983,0.0001396732,0.000050984432,0.0000013959539,0.00017914163,0.000003431325,0.00019381334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874854,0.00027500605,0.00033082347,0.00031132513,0.00012728565,0.0002070166],"domain_scores_gemma":[0.99950945,0.0000684334,0.0001545622,0.00014091653,0.0000248387,0.00010179456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031971754,0.00018004753,0.00028010577,0.00009332206,0.000067100074,0.000089327026,0.00009678279,0.00009557732,0.00016119929],"category_scores_gemma":[0.00013691933,0.00009132108,0.0000342059,0.00035251107,0.00012061729,0.00047731676,0.000012116098,0.00012978989,0.000048289432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008622801,0.000035786135,0.5253479,0.00026795128,0.000009704446,0.000017762057,0.0013674892,0.000073714815,0.0031574136,0.00012959834,0.0009494952,0.46855694],"study_design_scores_gemma":[0.00038236348,0.000064846645,0.9721694,0.00018203635,0.000010488577,0.000022040509,0.00033812327,0.00023251897,0.000062823805,0.00019761504,0.026159536,0.0001782268],"about_ca_topic_score_codex":0.00019680527,"about_ca_topic_score_gemma":0.003320551,"teacher_disagreement_score":0.46837872,"about_ca_system_score_codex":0.00000874873,"about_ca_system_score_gemma":0.000023714534,"threshold_uncertainty_score":0.37239656},"labels":[],"label_agreement":null},{"id":"W2292646708","doi":"10.1111/raq.12148","title":"Application of zeolites in aquaculture industry: a review","year":2016,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; Western University","funders":"","keywords":"Aquaculture; Petrochemical; Zeolite; Aluminosilicate; Environmental science; Wastewater; Microporous material; Fish ; Adsorption; Waste management; Business; Environmental engineering; Chemistry; Chemical engineering; Engineering; Catalysis; Fishery; Biology","score_opus":0.04884587579436534,"score_gpt":0.3288087517404419,"score_spread":0.27996287594607655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292646708","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000044040303,0.9927187,0.0000018332596,0.00088441814,0.000047910533,0.0042700875,0.00038613993,0.00004807157,0.0016384413],"genre_scores_gemma":[0.000008920162,0.99573374,0.00010725454,0.00069295557,0.00033182383,0.0010779438,0.0011834792,0.00000798138,0.00085592974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943729,0.001067917,0.0025273222,0.001011079,0.0004356106,0.00058517064],"domain_scores_gemma":[0.9974971,0.0002690998,0.0015860467,0.00033095587,0.00012733456,0.00018949121],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012886979,0.0009282718,0.004580849,0.00008807003,0.000059397247,0.000031113836,0.001077104,0.0019556128,0.00060919253],"category_scores_gemma":[0.00046947322,0.000277901,0.001176391,0.0029080089,0.00011522261,0.00021055547,0.00014500407,0.0016304667,0.0004497722],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030886913,0.00017807586,0.00008617503,0.031484414,0.000017841829,0.0000060642474,0.000028671098,9.336121e-9,0.00007509098,0.000561878,0.013001477,0.95455724],"study_design_scores_gemma":[0.00013930757,0.00004194766,0.00009402587,0.1891406,0.00013249273,0.000028389135,0.000016153164,1.6489784e-7,0.0000033396298,0.00015876124,0.80973375,0.0005110603],"about_ca_topic_score_codex":0.00008299355,"about_ca_topic_score_gemma":0.0005071127,"teacher_disagreement_score":0.95404613,"about_ca_system_score_codex":0.00020713023,"about_ca_system_score_gemma":0.00004278167,"threshold_uncertainty_score":0.99996734},"labels":[],"label_agreement":null},{"id":"W2412170076","doi":"10.1111/raq.12153","title":"Recapturing escaped fish from marine aquaculture is largely unsuccessful: alternatives to reduce the number of escapees in the wild","year":2016,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mark and recapture; Fishery; Fishing; Biology; Habitat; Aquaculture; Bycatch; Predation; Ecology; Fish ; Population; Demography","score_opus":0.019951503378815263,"score_gpt":0.2861556986805287,"score_spread":0.26620419530171346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412170076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8394935,0.0012741908,0.00004319097,0.0653058,0.00021878407,0.0022198255,0.000062389634,0.00003104199,0.09135124],"genre_scores_gemma":[0.9298354,0.033673953,0.0018034354,0.021794476,0.0001725536,0.00052888715,0.000020760026,0.000028936216,0.012141605],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981469,0.00037561322,0.00047167123,0.0004339165,0.00026607414,0.00030586284],"domain_scores_gemma":[0.99912083,0.0001831952,0.0002102161,0.00044275276,0.000009370476,0.000033629098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079070765,0.00024523734,0.00041570046,0.00002244055,0.000112554444,0.000022484839,0.0009137425,0.00010103831,0.0025229286],"category_scores_gemma":[0.00025790554,0.000099167315,0.000107689404,0.00046212735,0.00017162293,0.00023041888,0.00053850404,0.00024912754,0.00045675543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004311513,0.00019424177,0.564886,0.000051529103,0.000055673794,0.000012628178,0.0114728045,0.000011017982,0.000704181,0.00036797617,0.39211395,0.030086894],"study_design_scores_gemma":[0.00038288088,0.000016822298,0.4867236,0.00029737703,0.000027152073,0.00000207076,0.0007035202,0.000002878084,0.0003670938,0.0011429036,0.5101614,0.00017230441],"about_ca_topic_score_codex":0.000658116,"about_ca_topic_score_gemma":0.013787684,"teacher_disagreement_score":0.11804744,"about_ca_system_score_codex":0.00007486016,"about_ca_system_score_gemma":0.0000029085397,"threshold_uncertainty_score":0.9983889},"labels":[],"label_agreement":null},{"id":"W2412333214","doi":"10.1111/raq.12150","title":"Expansion of aquaculture parks and the increasing risk of non‐native species invasions in Brazil","year":2016,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de Mato Grosso","keywords":"Aquaculture; Introduced species; Invasive species; Biodiversity; Native plant; Habitat; Ecology; Population; Fishery; Geography; Ecosystem services; Ecosystem; Agroforestry; Biology; Fish ","score_opus":0.025270222485522676,"score_gpt":0.27732622248002026,"score_spread":0.25205599999449757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412333214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99364513,0.0030557383,0.000011962541,0.0006493731,0.00004245654,0.0006952062,0.00003291746,0.0000041098165,0.001863114],"genre_scores_gemma":[0.9706142,0.028073192,0.0007667829,0.00015013444,0.000016053558,0.000043639746,0.0000044390467,0.0000058440874,0.00032570312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980884,0.0007758989,0.0005421085,0.00027891065,0.00012244136,0.00019223968],"domain_scores_gemma":[0.9990096,0.00033700472,0.00036780437,0.0002334022,0.00001262537,0.00003953924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015217247,0.00016916529,0.0005705041,0.000035301713,0.000059873524,0.0000045550164,0.0002450131,0.00019887347,0.00035127165],"category_scores_gemma":[0.0008958629,0.00006934581,0.000100831116,0.00031290445,0.00095357356,0.0001307732,0.00017720414,0.00023913103,0.000023780893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008186015,0.00010329388,0.8586414,0.000040683168,0.000007325689,0.000002566012,0.0023504675,0.0000023131247,0.12204437,0.00010635061,0.0021286106,0.014490755],"study_design_scores_gemma":[0.0011485508,0.000059005983,0.9823218,0.00045425538,0.00003509082,0.000007558596,0.0005093184,0.000005643791,0.002995941,0.0003360523,0.01200742,0.000119370176],"about_ca_topic_score_codex":0.00041239223,"about_ca_topic_score_gemma":0.0052303122,"teacher_disagreement_score":0.12368038,"about_ca_system_score_codex":0.00006904831,"about_ca_system_score_gemma":0.000008523365,"threshold_uncertainty_score":0.38461784},"labels":[],"label_agreement":null},{"id":"W2593575750","doi":"10.1111/raq.12194","title":"Use of lumpfish for sea‐lice control in salmon farming: challenges and opportunities","year":2017,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":249,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Memorial University of Newfoundland; Swansea University","keywords":"Broodstock; Wrasse; Aquaculture; Fishery; Biology; Fish farming; Production (economics); Business; Biotechnology; Fish ; Economics","score_opus":0.19405695571670925,"score_gpt":0.386718186955401,"score_spread":0.19266123123869175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593575750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8728191,0.087743096,0.000087327964,0.008754551,0.00031533162,0.0028279999,0.00017786381,0.000023027593,0.027251702],"genre_scores_gemma":[0.8136147,0.18265694,0.00056699716,0.00056631985,0.000034167195,0.00014597268,0.0000119813185,0.000007454723,0.0023954138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994047,0.00007713699,0.00020575452,0.00015861962,0.00003762331,0.00011616323],"domain_scores_gemma":[0.99951655,0.00008109753,0.00016971193,0.00019597975,0.0000051314505,0.00003154519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030691465,0.00008822613,0.00026480414,0.000017615146,0.00007188912,0.000014091005,0.00013667998,0.00009110756,0.000053361044],"category_scores_gemma":[0.00019431286,0.000064801075,0.000044242777,0.000012274193,0.00013542132,0.0002736463,0.000040853243,0.00009787175,0.000011593967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103309394,0.0002292816,0.3045689,0.00027187043,0.000025097006,0.000012788003,0.0031165818,0.000013139392,0.0060234955,0.0021372137,0.0044076974,0.6790906],"study_design_scores_gemma":[0.00023012463,0.000033928765,0.29235303,0.00015834309,0.000010521533,0.00000545584,0.000092947,0.000094309864,0.000051394632,0.00010287657,0.7067893,0.000077773766],"about_ca_topic_score_codex":0.00017015994,"about_ca_topic_score_gemma":0.0026688061,"teacher_disagreement_score":0.7023816,"about_ca_system_score_codex":0.000025262083,"about_ca_system_score_gemma":0.0000028717036,"threshold_uncertainty_score":0.2642511},"labels":[],"label_agreement":null},{"id":"W2755735030","doi":"10.1111/raq.12208","title":"Attraction and repulsion of mobile wild organisms to finfish and shellfish aquaculture: a review","year":2017,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"International Council for the Exploration of the Sea","keywords":"Aquaculture; Fishery; Biology; Attraction; Context (archaeology); Marine ecosystem; Shellfish; Ecosystem; Ecology; Aquatic animal; Fish ","score_opus":0.055172620253035154,"score_gpt":0.36350004475174236,"score_spread":0.3083274244987072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755735030","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009876874,0.98846257,0.0000023775694,0.00023461475,0.00010624263,0.004311356,0.00004795909,0.000024343328,0.0068006716],"genre_scores_gemma":[0.0000035241405,0.9937776,0.00082667544,0.0005261253,0.000101437625,0.0005134081,0.000097438824,0.000047569574,0.0041062534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959942,0.00038534377,0.0016092656,0.0011649063,0.00042682138,0.00041947945],"domain_scores_gemma":[0.9973736,0.000079960635,0.0013440812,0.00093528855,0.00003173779,0.00023534964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013016841,0.00087968877,0.004180154,0.0000734597,0.0002400806,0.00007799432,0.0005928012,0.0004865844,0.0005525984],"category_scores_gemma":[0.0007684946,0.00053831545,0.0005141606,0.0005574485,0.00024533324,0.00029969556,0.0009451002,0.00075085426,0.00026159076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023223336,0.000052156887,0.00011271463,0.038135033,0.000034835008,0.000008544307,0.00021275974,9.204271e-8,0.000014102669,0.000009908451,0.09175923,0.8696583],"study_design_scores_gemma":[0.000119048884,0.00009850563,0.00029438615,0.08239727,0.000627429,0.00009796832,0.000022047338,2.0431149e-7,0.0000015727126,0.000019688408,0.91575974,0.0005621328],"about_ca_topic_score_codex":0.00017668973,"about_ca_topic_score_gemma":0.00036569944,"teacher_disagreement_score":0.86909616,"about_ca_system_score_codex":0.00015175233,"about_ca_system_score_gemma":0.000023092067,"threshold_uncertainty_score":0.99970686},"labels":[],"label_agreement":null},{"id":"W2804573027","doi":"10.1111/raq.12251","title":"A critical review on control methods for harmful algal blooms","year":2018,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Algal bloom; Eutrophication; Environmental planning; Fishery; Marine ecosystem; Climate change; Aquaculture; Environmental resource management; Natural resource economics; Environmental protection; Business; Environmental science; Fish ; Ecosystem; Ecology; Biology; Economics; Phytoplankton","score_opus":0.09099144930150656,"score_gpt":0.4073950996595831,"score_spread":0.31640365035807655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804573027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.545803e-9,0.9840095,0.00054827024,0.00020622867,0.0007329572,0.0056826235,0.00054862973,0.000035742738,0.008236016],"genre_scores_gemma":[8.576629e-8,0.9889619,0.0056773415,0.002177876,0.00090102723,0.00038676788,0.0008173125,0.000022655297,0.0010550711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99400026,0.0022959474,0.0018464245,0.0009415778,0.00025615835,0.00065966026],"domain_scores_gemma":[0.99689364,0.0014409523,0.00057945383,0.00070731,0.00011836852,0.00026027826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004345347,0.00081648584,0.005037912,0.0001242179,0.00011577482,0.00010205608,0.0007893008,0.00050436036,0.0030062345],"category_scores_gemma":[0.003163872,0.00046009955,0.0015429186,0.00060087064,0.000083484854,0.00013304564,0.000028728586,0.0007459988,0.002233827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005431387,0.000021300804,0.0000035564892,0.13558562,0.000035928493,0.0000066351813,0.0000069271746,5.0209696e-8,5.9476064e-9,0.0001252684,0.040867757,0.8233415],"study_design_scores_gemma":[0.00016591857,0.00021148619,0.0000015018826,0.14998437,0.00078685454,0.00007239734,0.000002302242,0.00006276259,3.1218146e-8,0.00010634559,0.84813124,0.00047476662],"about_ca_topic_score_codex":0.000106294065,"about_ca_topic_score_gemma":0.0006010754,"teacher_disagreement_score":0.82286674,"about_ca_system_score_codex":0.00002179942,"about_ca_system_score_gemma":0.00014414567,"threshold_uncertainty_score":0.99978507},"labels":[],"label_agreement":null},{"id":"W2899885327","doi":"10.1111/raq.12304","title":"Performance measures and models for open‐water integrated multi‐trophic aquaculture","year":2018,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; HIV Legal Network; Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Aquaculture; Empirical modelling; Trophic level; Environmental science; Ecology; System dynamics; Biochemical engineering; Computer science; Fishery; Biology; Fish ; Simulation; Engineering","score_opus":0.0591508422471725,"score_gpt":0.30511130878588716,"score_spread":0.24596046653871467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899885327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6609798,0.08150263,0.013472741,0.012615813,0.0018287989,0.03683119,0.00034369255,0.0007081555,0.19171716],"genre_scores_gemma":[0.89862704,0.029614935,0.039990596,0.0030135296,0.0004141045,0.0011833454,0.0001740673,0.0000861005,0.026896264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791175,0.00013300008,0.00051908265,0.0006951213,0.00022120231,0.0005198372],"domain_scores_gemma":[0.99935246,0.000016951266,0.00011828421,0.00033528154,0.000057712896,0.000119326134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008197127,0.0004267248,0.00065763516,0.0000337097,0.00036692648,0.00011808189,0.0006309562,0.00019089137,0.0003853269],"category_scores_gemma":[0.00010983123,0.00021729742,0.00012827464,0.00031088517,0.00033429728,0.0006113638,0.0006263075,0.000289427,0.0003175334],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006794784,0.0010552757,0.06761833,0.0011196254,0.0002698071,0.000017875673,0.032100033,0.00044570834,0.06080066,0.0021777542,0.2748719,0.55884355],"study_design_scores_gemma":[0.0010381684,0.00019818728,0.0033196565,0.00028809067,0.00005101461,0.000014408507,0.00021174234,0.0042545376,0.0015344047,0.0005145884,0.98806393,0.00051126163],"about_ca_topic_score_codex":0.000249524,"about_ca_topic_score_gemma":0.0019026733,"teacher_disagreement_score":0.71319205,"about_ca_system_score_codex":0.00009853577,"about_ca_system_score_gemma":0.0000075526527,"threshold_uncertainty_score":0.8861131},"labels":[],"label_agreement":null},{"id":"W2969812248","doi":"10.1111/raq.12374","title":"Mapping diversity of species in global aquaculture","year":2019,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Aquaculture; Diversification (marketing strategy); Diversity index; Sustainability; Diversity (politics); Profitability index; Ecosystem diversity; Biodiversity; Species diversity; Agriculture; Ecology; Production (economics); Environmental resource management; Fish farming; Natural resource economics; Geography; Fishery; Business; Biology; Species richness; Fish ; Economics","score_opus":0.034999473092582105,"score_gpt":0.24812241621129755,"score_spread":0.21312294311871544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969812248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692257,0.008856361,0.0000018685486,0.0012492327,0.00009109308,0.00089890964,0.000102311285,0.000033185243,0.019541357],"genre_scores_gemma":[0.99221176,0.0049265814,0.00025503477,0.000598932,0.00010435719,0.00001295968,0.00012905952,9.683583e-7,0.0017603396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983004,0.0001923581,0.000530929,0.00038677634,0.00027588333,0.0003136934],"domain_scores_gemma":[0.9995161,0.00004326243,0.00021430978,0.00009409377,0.0000563125,0.00007587514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118269,0.00024019503,0.0006500256,0.000020905036,0.00006870897,0.000021915155,0.00043660577,0.00024657833,0.00091005536],"category_scores_gemma":[0.0000754323,0.000088233915,0.00024082026,0.0013368983,0.000051558683,0.00019594724,0.00021999086,0.00027961994,0.00022659573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045888723,0.00037814502,0.89779216,0.00029183348,0.000013741694,0.000015517655,0.0015266505,0.0000036895747,0.06895664,0.003675179,0.009620007,0.01768056],"study_design_scores_gemma":[0.00042064322,0.00006427014,0.5735519,0.0005437565,0.0000050352046,0.000006939558,0.001522682,0.0000052428218,0.0003037558,0.0006794131,0.42264116,0.00025523908],"about_ca_topic_score_codex":0.00026286003,"about_ca_topic_score_gemma":0.0026377577,"teacher_disagreement_score":0.41302115,"about_ca_system_score_codex":0.0001065695,"about_ca_system_score_gemma":0.0000049785504,"threshold_uncertainty_score":0.9964468},"labels":[],"label_agreement":null},{"id":"W2971003815","doi":"10.1111/raq.12383","title":"The evolution and application of carrying capacity in aquaculture: towards a research agenda","year":2019,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute","keywords":"Carrying capacity; Sustainability; Aquaculture; Environmental resource management; Operationalization; Context (archaeology); Business; Adaptive management; Adaptive capacity; Ecosystem-based management; Environmental planning; Ecosystem; Ecology; Fishery; Environmental science; Geography; Climate change","score_opus":0.05983271848632123,"score_gpt":0.3347882610987738,"score_spread":0.2749555426124526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971003815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79573953,0.05928453,0.00036514318,0.003982827,0.00021347517,0.007187055,0.00002279172,0.000047903286,0.13315676],"genre_scores_gemma":[0.98963684,0.008638282,0.00035083515,0.00006563167,0.000032309392,0.00015160008,0.0000066366124,0.000008310085,0.0011095562],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979927,0.00039818606,0.00046530654,0.00039840353,0.00041165855,0.0003337635],"domain_scores_gemma":[0.9993866,0.00007243223,0.00014432611,0.00032985208,0.000024314948,0.000042489086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024048833,0.00017154733,0.0003578557,0.000040621104,0.00016235176,0.000025181726,0.0002975846,0.00012087906,0.000054994605],"category_scores_gemma":[0.00026200106,0.00009466084,0.000082092214,0.00087591395,0.0002731037,0.00014945467,0.00029109506,0.000477644,0.00014169331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007334116,0.0002562098,0.7214628,0.0008844118,0.000036652684,0.0000037681884,0.016558291,0.00011540978,0.06376644,0.025907567,0.017693,0.15324213],"study_design_scores_gemma":[0.0004909528,0.00007205011,0.31279162,0.0002913261,0.000013507093,0.0000071621407,0.0024551963,0.00040550408,0.00033705623,0.0046666465,0.6781833,0.00028568212],"about_ca_topic_score_codex":0.003806861,"about_ca_topic_score_gemma":0.009206721,"teacher_disagreement_score":0.6604903,"about_ca_system_score_codex":0.00040422188,"about_ca_system_score_gemma":0.000011002474,"threshold_uncertainty_score":0.575486},"labels":[],"label_agreement":null},{"id":"W2982018731","doi":"10.1111/raq.12390","title":"Methanogenic and fertilizing potential of aquaculture waste: towards freshwater farms energy self‐sufficiency in the framework of blue growth","year":2019,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Bundesministerium für Bildung und Forschung; Directorate-General for the Environment; World Bank Group","keywords":"Aquaculture; Biogas; Biofertilizer; Manure; Fish farming; Biomass (ecology); Biology; Agriculture; Bioenergy; Agronomy; Environmental science; Biotechnology; Biofuel; Fishery; Fish ; Ecology","score_opus":0.014577628493854447,"score_gpt":0.2441969041316381,"score_spread":0.22961927563778367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982018731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774321,0.01974726,0.000031603784,0.00065793126,0.00017608795,0.00064929255,0.000042911084,0.000012324344,0.001250505],"genre_scores_gemma":[0.994002,0.004808978,0.0006725915,0.00023851018,0.00008387714,0.000032568634,0.000043171003,0.0000023867667,0.00011593143],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766016,0.00039392847,0.0009148927,0.00037039985,0.00035582372,0.00030477328],"domain_scores_gemma":[0.99919486,0.0000920681,0.00038328522,0.00017610287,0.00012221148,0.000031447373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349452,0.0002445285,0.0006420861,0.000048171427,0.00006561313,0.000032546217,0.00058965664,0.00031040027,0.00010535599],"category_scores_gemma":[0.00009897498,0.000077852776,0.00019323302,0.0013108717,0.00006480434,0.000110366695,0.00010644381,0.00037071816,0.000006919392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008521593,0.0010827848,0.009223578,0.0011336538,0.00009729277,0.000015851516,0.013906717,0.000065909924,0.6537424,0.2912032,0.0009120515,0.028531382],"study_design_scores_gemma":[0.0029648824,0.002765364,0.037578113,0.009130772,0.00038775682,0.0002647574,0.03185088,0.0061689313,0.04974979,0.034770746,0.8207961,0.0035719147],"about_ca_topic_score_codex":0.00044586885,"about_ca_topic_score_gemma":0.0009040147,"teacher_disagreement_score":0.81988406,"about_ca_system_score_codex":0.000031931013,"about_ca_system_score_gemma":0.000014892753,"threshold_uncertainty_score":0.3174744},"labels":[],"label_agreement":null},{"id":"W2998506119","doi":"10.1111/raq.12406","title":"Assessment of carrying capacity for bivalve mariculture in subtropical and tropical regions: the need for tailored management tools and guidelines","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"Mariculture; Carrying capacity; Aquaculture; Context (archaeology); Subtropics; Environmental resource management; Environmental planning; Temperate climate; Business; Fishery; Sustainable development; Natural resource economics; Geography; Environmental science; Ecology; Fish ; Biology; Economics","score_opus":0.09564983575021642,"score_gpt":0.3391956478291326,"score_spread":0.24354581207891618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998506119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4428109,0.09145905,0.062426694,0.32791865,0.0005820712,0.056159467,0.0005338227,0.00020270953,0.017906675],"genre_scores_gemma":[0.6629428,0.078421555,0.2430934,0.010620038,0.000588476,0.0033031025,0.00012696943,0.00006011912,0.00084353046],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985579,0.000103186394,0.0005609986,0.00038985768,0.00016630246,0.00022172624],"domain_scores_gemma":[0.9995201,0.00010349491,0.00014899325,0.00014231435,0.000020900314,0.00006415835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032176086,0.00021353994,0.0005188472,0.000015795278,0.00010104163,0.000033572,0.0001842233,0.0000930308,0.000014651321],"category_scores_gemma":[0.0003834413,0.00011097565,0.00014072668,0.00025456652,0.00015646828,0.00010414156,0.00023397664,0.00018172631,8.4624236e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026539667,0.00036893797,0.5494038,0.0053429697,0.00027849202,0.000013315699,0.008170637,0.00022059555,0.00663374,0.12852004,0.17998964,0.12079243],"study_design_scores_gemma":[0.0014701491,0.00016942962,0.33944246,0.0003725658,0.00012284442,0.000004605857,0.0017318416,0.0008945963,0.000034672776,0.0022946224,0.65316105,0.00030113742],"about_ca_topic_score_codex":0.000045685403,"about_ca_topic_score_gemma":0.0004191572,"teacher_disagreement_score":0.4731714,"about_ca_system_score_codex":0.00006481965,"about_ca_system_score_gemma":0.000003663713,"threshold_uncertainty_score":0.45254555},"labels":[],"label_agreement":null},{"id":"W3001746378","doi":"10.1111/raq.12399","title":"The economics of Integrated Multi‐Trophic Aquaculture: where are we now and where do we need to go?","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland; Concordia University; University of New Brunswick; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency","keywords":"Aquaculture; Profitability index; Business; Production (economics); Externality; Incentive; Polyculture; Contingent valuation; Natural resource economics; Economics; Willingness to pay; Fishery; Biology; Microeconomics; Finance; Fish ","score_opus":0.02734981256925278,"score_gpt":0.26431361722675856,"score_spread":0.23696380465750577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001746378","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04518791,0.6406065,0.00016794326,0.30060598,0.0003569783,0.0051913904,0.0002323518,0.00015239745,0.007498549],"genre_scores_gemma":[0.026646735,0.9612894,0.0039528813,0.0015706345,0.00017452803,0.00015544855,0.000014956011,0.000050582512,0.0061448226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779075,0.00021217059,0.00075194484,0.00064043695,0.00019881266,0.0004058551],"domain_scores_gemma":[0.99893314,0.000055040313,0.0003649179,0.00037339432,0.000031813626,0.00024169736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036403487,0.00047034814,0.0008392701,0.000022315015,0.00020662833,0.00009093821,0.00059109856,0.0001878848,0.00033241187],"category_scores_gemma":[0.00017757017,0.00025145806,0.00022503299,0.0006891946,0.00023696903,0.00017487213,0.00051576743,0.0005071977,0.0005233096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017469378,0.0002093905,0.08330861,0.00096445746,0.00015747063,0.000020531887,0.011847685,0.00037624227,0.007375407,0.0009196997,0.7713346,0.123311214],"study_design_scores_gemma":[0.0004430696,0.000093239614,0.0033902545,0.00056236144,0.00004193703,0.0000052708615,0.0023069815,0.00018727072,0.00010846532,0.0001111547,0.9924056,0.00034440728],"about_ca_topic_score_codex":0.000086128246,"about_ca_topic_score_gemma":0.008094788,"teacher_disagreement_score":0.3206829,"about_ca_system_score_codex":0.00011373595,"about_ca_system_score_gemma":0.000012345511,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W3003574510","doi":"10.1111/raq.12415","title":"A review of inclusive business models and their application in aquaculture development","year":2020,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"University of Stirling; Consortium of International Agricultural Research Centers; International Fund for Agricultural Development; China Scholarship Council; Commonwealth Scholarship Commission; European Commission","keywords":"Aquaculture; Value chain; Business; Business model; Industrial organization; Value (mathematics); Sustainable development; Global value chain; Upstream (networking); Environmental resource management; Natural resource economics; Environmental economics; Environmental planning; Economics; Supply chain; Marketing; International trade; Fishery; Ecology; Engineering; Computer science; Comparative advantage; Fish ","score_opus":0.046091136103255416,"score_gpt":0.30378148651444425,"score_spread":0.2576903504111888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003574510","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016165272,0.99197394,0.00020111662,0.00066272327,0.00009351803,0.0037479636,0.000009792196,0.00003021795,0.003279089],"genre_scores_gemma":[0.0000044782037,0.9923071,0.00078842917,0.004799867,0.00020080231,0.0009045971,0.00084384106,0.000049354872,0.00010150525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962837,0.000087534725,0.0024554667,0.0007035787,0.00017427928,0.00029546028],"domain_scores_gemma":[0.99751586,0.000034652818,0.0018412251,0.00032798038,0.00025837426,0.000021935413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013742081,0.00072953553,0.0035250948,0.00034670622,0.00007701423,0.00007066339,0.00053077546,0.0003991164,0.00004720105],"category_scores_gemma":[0.00020649907,0.0004840926,0.00023889443,0.0023037477,0.000050571303,0.00052047166,0.00044061692,0.0005867498,0.00018107277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014922703,0.000044183198,0.000006143738,0.23534112,0.00002851883,0.0000021008639,0.00036739887,5.7194944e-7,2.409115e-7,0.0038562007,0.004161708,0.7561903],"study_design_scores_gemma":[0.00018617268,0.0000010680395,0.000010065993,0.15482391,0.00007302782,0.000004245573,0.000067781126,0.0000356213,1.1214688e-7,0.00032039027,0.8440268,0.00045079313],"about_ca_topic_score_codex":0.00004700215,"about_ca_topic_score_gemma":0.00013164488,"teacher_disagreement_score":0.8398651,"about_ca_system_score_codex":0.00034553415,"about_ca_system_score_gemma":0.00027887794,"threshold_uncertainty_score":0.99976104},"labels":[],"label_agreement":null},{"id":"W3007190277","doi":"10.1111/raq.12420","title":"Biodiversity–Ecosystem Functioning (BEF) approach to further understanding aquaculture–environment interactions with application to bivalve culture and benthic ecosystems","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Fisheries and Oceans Canada","funders":"","keywords":"Aquaculture; Ecosystem; Benthic zone; Ecosystem-based management; Marine ecosystem; Environmental resource management; Biodiversity; Ecosystem approach; Marine spatial planning; Sustainable development; Fishery; Environmental science; Ecology; Fish ; Biology","score_opus":0.03828150834099035,"score_gpt":0.24709582768017488,"score_spread":0.20881431933918454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007190277","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1091741,0.021557664,0.45783663,0.07813496,0.0009578857,0.04209422,0.00067139027,0.0012857763,0.28828737],"genre_scores_gemma":[0.9733283,0.0026938466,0.0142191695,0.0061051208,0.0003760908,0.0009017121,0.0002102019,0.00006345466,0.0021021322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975225,0.00017576943,0.0004881238,0.0009971316,0.00041760886,0.00039890825],"domain_scores_gemma":[0.99905986,0.000020017073,0.00021124555,0.00029947257,0.000014914055,0.00039447838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033448046,0.00046553035,0.00062239234,0.000060614206,0.00036440615,0.000115384486,0.00030671246,0.00013572717,0.00019193382],"category_scores_gemma":[0.000048861668,0.00030398133,0.00013591586,0.0008585062,0.000056715096,0.00029287938,0.00038922837,0.00042028126,0.0012791551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007192284,0.0014034044,0.23672546,0.0034865316,0.0009310371,0.00007301281,0.250188,0.020357408,0.03233751,0.0065285973,0.42233783,0.024911998],"study_design_scores_gemma":[0.00042380104,0.00017501051,0.0019069582,0.00025859402,0.00010242138,0.00004332777,0.009851426,0.0004232438,0.00006597621,0.000025784411,0.9861684,0.0005550741],"about_ca_topic_score_codex":0.00013165429,"about_ca_topic_score_gemma":0.0012378556,"teacher_disagreement_score":0.86415416,"about_ca_system_score_codex":0.0005573778,"about_ca_system_score_gemma":0.0000055271466,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W3011445136","doi":"10.1111/raq.12422","title":"Global stakeholder vision for ecosystem‐based marine aquaculture expansion from coastal to offshore areas","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Horizon 2020 Framework Programme; Eusko Jaurlaritza; Commonwealth Scientific and Industrial Research Organisation; European Commission","keywords":"Aquaculture; Stakeholder; Business; Environmental resource management; Environmental planning; Ecosystem-based management; Government (linguistics); Stakeholder engagement; Marine spatial planning; Citizen journalism; Corporate governance; Ecosystem approach; Ecosystem; Fishery; Geography; Ecology; Environmental science; Economics; Political science; Fish ","score_opus":0.03646010626057963,"score_gpt":0.2726696694925291,"score_spread":0.23620956323194944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011445136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5477045,0.0075276163,0.09362526,0.11508032,0.0023058292,0.05214058,0.01068365,0.001328293,0.16960396],"genre_scores_gemma":[0.9416037,0.0009490801,0.030984469,0.019315662,0.0005809498,0.00093389663,0.0030372476,0.000089186295,0.0025057716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977338,0.00011514603,0.0005633076,0.0007972521,0.000403736,0.00038677655],"domain_scores_gemma":[0.99913114,0.000023864493,0.00015069851,0.0003535482,0.000017052453,0.00032367423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002549803,0.00038091006,0.0005809242,0.00001799048,0.000087598244,0.00007156101,0.00043472534,0.00012246685,0.0014320171],"category_scores_gemma":[0.00012869015,0.00026374252,0.00021617278,0.00063069444,0.000025407506,0.00017671163,0.0016049879,0.00014875378,0.00063190475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034690258,0.0003673104,0.023263732,0.0005301257,0.000025929037,0.00004426331,0.0007048568,0.001728699,0.0027737406,0.00039700535,0.436339,0.53347844],"study_design_scores_gemma":[0.00093419704,0.00023795506,0.019602934,0.0002651412,0.00004454556,0.0000014474303,0.00017022935,0.0016913945,0.000096965516,0.000534977,0.97601306,0.00040712935],"about_ca_topic_score_codex":0.00070635293,"about_ca_topic_score_gemma":0.022169873,"teacher_disagreement_score":0.5396741,"about_ca_system_score_codex":0.0002080009,"about_ca_system_score_gemma":0.000010662667,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W3016558255","doi":"10.1111/raq.12427","title":"Climate change adaptation in aquaculture","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Oregon State University","keywords":"Aquaculture; Climate change; Environmental resource management; Adaptation (eye); Environmental planning; Business; Geography; Fishery; Environmental science; Ecology; Biology","score_opus":0.06752710725729398,"score_gpt":0.2936833501572617,"score_spread":0.22615624289996772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016558255","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.153696,0.1671107,0.00038257375,0.11092589,0.0010661768,0.019549679,0.00022216374,0.00086570595,0.5461811],"genre_scores_gemma":[0.823841,0.14014263,0.0067792092,0.025485326,0.0009589706,0.0010938076,0.00022702078,0.00008714386,0.001384907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796456,0.00018699905,0.00055652985,0.00056126766,0.0002838483,0.00044677607],"domain_scores_gemma":[0.9994862,0.000017570339,0.00016781126,0.0001897748,0.000008360053,0.00013024578],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037355968,0.00032967364,0.00056669384,0.000027061149,0.000078815574,0.00003063407,0.00031359933,0.00015560916,0.00091043377],"category_scores_gemma":[0.00018106055,0.00022073936,0.00016076786,0.00093217916,0.00006832515,0.00036894085,0.00027618438,0.00043092304,0.0017918204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001338016,0.00046541315,0.29374033,0.0010376471,0.000028080289,0.00017974722,0.087271005,0.00027206217,0.0048754252,0.0031809325,0.09959976,0.5092158],"study_design_scores_gemma":[0.00056693703,0.00007055661,0.063501865,0.00031357334,0.000019722294,0.0000044751837,0.0010101573,0.0005460029,0.000055625234,0.0001488261,0.9333333,0.0004290008],"about_ca_topic_score_codex":0.00022177766,"about_ca_topic_score_gemma":0.0026896403,"teacher_disagreement_score":0.8337335,"about_ca_system_score_codex":0.00010482093,"about_ca_system_score_gemma":0.0000030098943,"threshold_uncertainty_score":0.9989854},"labels":[],"label_agreement":null},{"id":"W3040768389","doi":"10.1111/raq.12462","title":"Insights into gene expression responses to infections in teleosts using microarray data: a systematic review","year":2020,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica","keywords":"Biology; Scopus; Web of science; Gene; DNA microarray; Microarray; Computational biology; Fish ; Microarray analysis techniques; Aquaculture; Bioinformatics; Gene expression; MEDLINE; Genetics; Fishery","score_opus":0.0659601694214859,"score_gpt":0.3586429543951543,"score_spread":0.2926827849736684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040768389","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000062536533,0.98622596,0.00007073677,0.00010726634,0.00041807303,0.012801928,0.00020188873,0.00007729115,0.00009060763],"genre_scores_gemma":[0.0000029104488,0.99235415,0.0007505806,0.0009584313,0.00008464189,0.0010342149,0.0037120578,0.00008899605,0.0010140358],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904226,0.0041682357,0.0030139803,0.0016916716,0.00010333428,0.0006001653],"domain_scores_gemma":[0.9962407,0.00021358256,0.0012134131,0.0021408668,0.00007460602,0.00011684202],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010865042,0.0012445314,0.0073562553,0.0006278474,0.00018997131,0.00007111434,0.0019644515,0.0009195474,0.000121219346],"category_scores_gemma":[0.002089478,0.00079788035,0.0007784031,0.0023893612,0.00008880926,0.00029152422,0.0012898621,0.0013897168,0.0026554803],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001675087,0.00024017676,0.000002164596,0.9385463,0.00026913587,0.00010498942,0.00056520157,2.1197833e-7,0.004476677,0.000026676575,0.03535596,0.02039573],"study_design_scores_gemma":[0.00017373999,0.000021757693,2.1370545e-7,0.4428458,0.0016280228,0.000078300305,0.000027964288,1.2230655e-7,0.000020995652,0.000002492183,0.55471426,0.00048635804],"about_ca_topic_score_codex":0.00005611031,"about_ca_topic_score_gemma":0.00022998812,"teacher_disagreement_score":0.5193583,"about_ca_system_score_codex":0.00048031646,"about_ca_system_score_gemma":0.00027539354,"threshold_uncertainty_score":0.9994472},"labels":[],"label_agreement":null},{"id":"W3083425697","doi":"10.1111/raq.12488","title":"Availability and usefulness of economic data on the effects of aquaculture: a North Atlantic comparative assessment","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute; European Cooperation in Science and Technology","keywords":"Aquaculture; Business; Economic impact analysis; Natural resource economics; Environmental resource management; Fishery; Environmental planning; Economics; Geography; Fish ","score_opus":0.06875918090885208,"score_gpt":0.31651285211021307,"score_spread":0.247753671201361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083425697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98744017,0.0032295873,0.000024217146,0.0018425516,0.00005743099,0.0019177197,0.0000694766,0.000013219772,0.005405604],"genre_scores_gemma":[0.99532616,0.0036790424,0.0003258567,0.00047000966,0.000033896835,0.00004384743,0.00004967933,0.0000064366104,0.00006506331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827236,0.00034258934,0.00052443345,0.00049433927,0.00019998316,0.00016627903],"domain_scores_gemma":[0.99882674,0.00024834383,0.0003214558,0.0005280521,0.000008846586,0.00006655805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004203458,0.00024611095,0.0007461019,0.000009204073,0.00006715849,0.0000133370795,0.0005893022,0.00005511059,0.00022450332],"category_scores_gemma":[0.0002511644,0.00012343044,0.0000912281,0.0002298991,0.0002972058,0.00013219393,0.00064955244,0.00026836302,0.000071291135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060052964,0.00033616924,0.8965343,0.0016661275,0.0001409052,0.00000561719,0.009344355,0.00006138154,0.0025842276,0.0028196957,0.082653664,0.0037935106],"study_design_scores_gemma":[0.00081683643,0.00041263236,0.73410636,0.0005201403,0.00016766807,0.0000028931088,0.0006346996,0.0005962598,0.0009943483,0.00016258404,0.26114592,0.00043965923],"about_ca_topic_score_codex":0.00023680997,"about_ca_topic_score_gemma":0.001634549,"teacher_disagreement_score":0.17849226,"about_ca_system_score_codex":0.000048977476,"about_ca_system_score_gemma":0.000010833696,"threshold_uncertainty_score":0.5033347},"labels":[],"label_agreement":null},{"id":"W3084117248","doi":"10.1111/raq.12496","title":"Microplastics and their potential effects on the aquaculture systems: a critical review","year":2020,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microplastics; Aquaculture; Environmental science; Fishery; Production (economics); Business; Fish ; Ecology; Biology","score_opus":0.02656214398433349,"score_gpt":0.2765138038058025,"score_spread":0.249951659821469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084117248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.3888283e-7,0.99432325,0.00038633525,0.0006205748,0.0005132493,0.0032854192,0.00024061846,0.000028329978,0.00060165144],"genre_scores_gemma":[0.000011613337,0.99760616,0.00013883885,0.0012836804,0.00030184822,0.00031402573,0.000090602734,0.000054183107,0.0001990776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558187,0.001465971,0.0011570068,0.000920614,0.00034238855,0.00053213985],"domain_scores_gemma":[0.9975346,0.0011893824,0.00047136034,0.00053494726,0.000014027216,0.00025568216],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085746753,0.0009941007,0.0029792748,0.00003981193,0.00020381734,0.00013527983,0.0006305065,0.00054162915,0.000310659],"category_scores_gemma":[0.0020566285,0.00044668504,0.0005597369,0.0006677978,0.00023005875,0.00007005188,0.0003328734,0.0015429981,0.0021458957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005419647,0.00007220638,8.9619783e-7,0.124061696,0.00006510941,0.000119666656,0.00013639478,0.0000033743347,0.00002667851,0.0011743193,0.16980548,0.70452875],"study_design_scores_gemma":[0.00007410348,0.000068610134,0.0000011958383,0.13779105,0.0005741003,0.00027210359,0.000008468527,0.00006759476,9.129637e-7,0.000026026784,0.8606712,0.0004445873],"about_ca_topic_score_codex":0.00001619588,"about_ca_topic_score_gemma":0.0000135413175,"teacher_disagreement_score":0.70408416,"about_ca_system_score_codex":0.00025500075,"about_ca_system_score_gemma":0.00004323142,"threshold_uncertainty_score":0.9997985},"labels":[],"label_agreement":null},{"id":"W3097681128","doi":"10.1111/raq.12516","title":"The potential roles of sponges in integrated mariculture","year":2020,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; Ministerie van Landbouw, Natuur en Voedselkwaliteit; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; Ministry of Agriculture - Saskatchewan","keywords":"Sponge; Mariculture; Biomass (ecology); Sea cucumber; Organic matter; Aquaculture; Defaunation; Apostichopus japonicus; Biology; Dissolved organic carbon; Environmental chemistry; Environmental science; Ecology; Fishery; Botany; Chemistry; Fish ","score_opus":0.010734070473836094,"score_gpt":0.25386152475008744,"score_spread":0.24312745427625135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097681128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6029323,0.38036993,0.000024382673,0.013080085,0.00021130516,0.0013083528,0.000030783212,0.000014152416,0.0020287472],"genre_scores_gemma":[0.8812756,0.11543652,0.00054575613,0.00076783623,0.00032851932,0.00002454802,0.0002000024,0.000014966489,0.0014062357],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990413,0.00014725624,0.00031932152,0.00025402047,0.00008341012,0.00015470084],"domain_scores_gemma":[0.9996154,0.000005304595,0.000110608366,0.00017986985,0.000050165425,0.000038705315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026718937,0.00014432952,0.00024859665,0.00001318122,0.000025617217,0.000012533522,0.0002661447,0.00014367767,0.000017065806],"category_scores_gemma":[0.00036517446,0.0000725654,0.00009806166,0.0002927572,0.000041122337,0.0000034686752,0.000103350234,0.00024655706,0.0000062055656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003615204,0.00010100227,0.0038597453,0.00035572654,0.000043522054,0.00001935798,0.00041812327,0.00007321809,0.69761795,0.000525784,0.050094794,0.24652928],"study_design_scores_gemma":[0.00029757622,0.00009113085,0.0038242487,0.000081491824,0.0000096396625,0.0000069603757,0.00017436905,0.00004730574,0.015595996,0.000033876815,0.9797008,0.0001365993],"about_ca_topic_score_codex":0.000018591469,"about_ca_topic_score_gemma":0.00052162074,"teacher_disagreement_score":0.929606,"about_ca_system_score_codex":0.0000069259263,"about_ca_system_score_gemma":0.000018876686,"threshold_uncertainty_score":0.29591313},"labels":[],"label_agreement":null},{"id":"W3118639182","doi":"10.1111/raq.12525","title":"A sex‐reversing factor: insulin‐like androgenic gland hormone in decapods","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"Fundamental Research Funds for the Central Universities","keywords":"Internal medicine; Endocrinology; Biology; Hormone; Insulin; Sexual differentiation; Sex hormone-binding globulin; Androgen; Medicine","score_opus":0.02210240898295112,"score_gpt":0.2688679382981784,"score_spread":0.24676552931522727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118639182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94773525,0.04769477,0.000017534003,0.00031841066,0.000098248085,0.00030879164,0.000008944706,0.000013921662,0.00380413],"genre_scores_gemma":[0.93745464,0.057331152,0.0016379437,0.0015091081,0.000048569127,0.000030199059,0.00006430392,0.000013817121,0.0019102638],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985964,0.00029246026,0.0003385038,0.00038003072,0.00007642775,0.00031618983],"domain_scores_gemma":[0.9995943,0.00004232579,0.0000742003,0.0002198495,0.0000033965914,0.0000659623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036100685,0.0001587104,0.00040337123,0.000026399342,0.000065682434,0.000011202442,0.0001575544,0.00023978914,0.0018759836],"category_scores_gemma":[0.000112084315,0.00012375326,0.000084828236,0.00044058356,0.00008231398,0.000107319574,0.0001509823,0.00033468765,0.0006527236],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005935075,0.00045293794,0.863142,0.00009327371,0.000025973275,0.0004917949,0.005306026,0.000117447664,0.031656254,0.000065858265,0.02822301,0.070366055],"study_design_scores_gemma":[0.00076412724,0.0000405163,0.21418864,0.00006131082,0.000010267445,0.0001002945,0.00020328908,0.00005392759,0.00039721178,0.00014582757,0.7837883,0.0002462887],"about_ca_topic_score_codex":0.0000593941,"about_ca_topic_score_gemma":0.005421413,"teacher_disagreement_score":0.7555653,"about_ca_system_score_codex":0.00022271478,"about_ca_system_score_gemma":0.000012708586,"threshold_uncertainty_score":0.99903643},"labels":[],"label_agreement":null},{"id":"W3133282258","doi":"10.1111/raq.12538","title":"A comprehensive review on genetically modified fish: key techniques, applications and future prospects","year":2021,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Genetically modified organism; Transgenesis; Fish ; Commercialization; Biology; Aquaculture; Biotechnology; Computational biology; Fishery; Genetics; Gene; Business","score_opus":0.027088515175780255,"score_gpt":0.3629251665463464,"score_spread":0.3358366513705661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133282258","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.4439788e-7,0.9941788,0.00032057427,0.00017071003,0.00006035776,0.0041937977,0.000068493275,0.000022758864,0.0009842954],"genre_scores_gemma":[1.4942881e-7,0.9909973,0.0034184156,0.0010589048,0.0007523541,0.0022389498,0.0011766446,0.000064489395,0.00029278785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761343,0.00022986565,0.0008117322,0.00088955555,0.00015427131,0.00030114935],"domain_scores_gemma":[0.99863297,0.000019107958,0.00024381875,0.00088147447,0.00009189566,0.00013071731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021605365,0.00064213754,0.0020156936,0.00006184941,0.000051039304,0.000034722685,0.00033097522,0.000633778,0.000017993965],"category_scores_gemma":[0.00005822748,0.00047173456,0.0004795548,0.00040615114,0.00004703102,0.0000021306137,0.00017017653,0.0005669684,0.000015747106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010545823,0.000043564258,1.5533554e-7,0.063111395,0.000044772674,0.0000070443643,0.000007025402,4.3818068e-7,0.000073492505,0.00026092425,0.011958796,0.92449135],"study_design_scores_gemma":[0.00007976648,0.000060724775,0.0000010451482,0.042719506,0.00026623494,0.00010907276,0.0000031923641,4.828196e-7,0.000065411,0.0000068207983,0.9562115,0.0004762139],"about_ca_topic_score_codex":9.359097e-7,"about_ca_topic_score_gemma":0.00000526002,"teacher_disagreement_score":0.9442527,"about_ca_system_score_codex":0.000038383245,"about_ca_system_score_gemma":0.00009326274,"threshold_uncertainty_score":0.99977344},"labels":[],"label_agreement":null},{"id":"W3133374106","doi":"10.1111/raq.12524","title":"Kelp aquaculture in China: a retrospective and future prospects","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"National Natural Science Foundation of China","keywords":"Kelp; Kelp forest; Context (archaeology); Aquaculture; Germplasm; Fishery; Biology; Ecology; Agronomy; Fish ","score_opus":0.010377345371047562,"score_gpt":0.2278049703775764,"score_spread":0.21742762500652885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133374106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40064827,0.3369093,0.000005780788,0.0072323233,0.0007725608,0.001837244,0.00030575186,0.00008783352,0.25220093],"genre_scores_gemma":[0.6535743,0.31726348,0.0026454232,0.0030713878,0.0016024584,0.000035377456,0.0018885231,0.000018251765,0.0199008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847347,0.00021084023,0.00034763935,0.00050177734,0.00013201658,0.00033425537],"domain_scores_gemma":[0.99957645,0.000020011681,0.00009560425,0.00018943583,0.000027258702,0.000091213136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031566448,0.0002394149,0.0005619513,0.000054147953,0.00005950004,0.000051562387,0.00014058105,0.00023051516,0.001191639],"category_scores_gemma":[0.00009261983,0.00015283572,0.000074551026,0.0006832833,0.00004430363,0.00016590081,0.000034975903,0.0005512332,0.000095339674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033932745,0.00005207744,0.7541876,0.00019804937,0.000011925974,0.00044998352,0.0011700375,0.0000043899504,0.00015263178,0.0016248239,0.0046450566,0.2374695],"study_design_scores_gemma":[0.00026093863,0.000047220426,0.52688354,0.00010960744,0.0000061323744,0.0001518599,0.0002020679,0.000039745835,0.00002161824,0.00092729455,0.47117245,0.00017752392],"about_ca_topic_score_codex":0.0012923356,"about_ca_topic_score_gemma":0.068442054,"teacher_disagreement_score":0.4665274,"about_ca_system_score_codex":0.000012048539,"about_ca_system_score_gemma":0.00003572814,"threshold_uncertainty_score":0.9997214},"labels":[],"label_agreement":null},{"id":"W3157565125","doi":"10.1111/raq.12567","title":"‘Aquafeed 3.0’: creating a more resilient aquaculture industry with a circular bioeconomy framework","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aquaculture; Business; Circular economy; Fishery; Fish ; Biology; Ecology","score_opus":0.025672477795600487,"score_gpt":0.2705969669593846,"score_spread":0.24492448916378412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157565125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750454,0.07382103,0.0000893999,0.024054356,0.0001870912,0.0027060516,0.00022086372,0.00037573627,0.023500074],"genre_scores_gemma":[0.93092936,0.014654226,0.019448739,0.020666229,0.0022434038,0.0008167719,0.0020669976,0.000028529632,0.009145765],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686617,0.00039732907,0.0007584349,0.00094399985,0.00040225967,0.0006318224],"domain_scores_gemma":[0.9987697,0.00014711515,0.00032729865,0.00025245093,0.0001999407,0.00030349428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043218368,0.00053492177,0.00089728186,0.000027049538,0.00030652946,0.00020075434,0.0004292318,0.0010057979,0.0015613369],"category_scores_gemma":[0.0003906803,0.00019301147,0.0003375806,0.001731701,0.00012386923,0.00027268045,0.000104850296,0.0016074969,0.00024569622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006706178,0.0058174343,0.26080135,0.0025298134,0.00067707116,0.003265295,0.018234977,0.00011187635,0.37668422,0.03507037,0.11146696,0.18467003],"study_design_scores_gemma":[0.00061067304,0.0001544443,0.035227757,0.0022849685,0.00006913239,0.00024566255,0.004939612,0.000016101512,0.0034203257,0.000857514,0.95131457,0.0008592215],"about_ca_topic_score_codex":0.00008464256,"about_ca_topic_score_gemma":0.00065528485,"teacher_disagreement_score":0.8398476,"about_ca_system_score_codex":0.00012317445,"about_ca_system_score_gemma":0.00003885363,"threshold_uncertainty_score":0.9993514},"labels":[],"label_agreement":null},{"id":"W3183435140","doi":"10.1111/raq.12589","title":"Addressing the welfare needs of farmed lumpfish: Knowledge gaps, challenges and solutions","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Biotechnology and Biological Sciences Research Council; Universities Federation for Animal Welfare","keywords":"Welfare; Animal welfare; Delphi method; Stakeholder; Aquaculture; Fishery; Business; Public economics; Environmental resource management; Economics; Ecology; Biology; Fish ; Political science; Public relations; Computer science","score_opus":0.13671059784556822,"score_gpt":0.3848195548664966,"score_spread":0.2481089570209284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183435140","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055231724,0.8247404,0.000024701696,0.010065512,0.00023409152,0.00038583775,0.000019153573,0.000018823086,0.109279774],"genre_scores_gemma":[0.7494182,0.2468206,0.00028987686,0.00025558774,0.000054990458,0.00005473475,0.000019972707,0.0000070416136,0.00307902],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992379,0.00024207254,0.00020090377,0.0001315721,0.000045548637,0.00014199209],"domain_scores_gemma":[0.9996486,0.000050441824,0.000076405566,0.00018338503,0.000009537457,0.00003166699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002709199,0.00009159614,0.0001976017,0.00001642755,0.00016383952,0.000007758426,0.000115813295,0.000088310866,0.00061316974],"category_scores_gemma":[0.0001244669,0.00005480211,0.00006195956,0.00020826116,0.00016611289,0.000083445404,0.00012214427,0.00019925537,0.000104293336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014374021,0.0005499004,0.023423595,0.0003557783,0.000060990496,0.000011836303,0.029442038,0.000018511551,0.031358287,0.011823207,0.012912661,0.89002883],"study_design_scores_gemma":[0.00008223196,0.000009422198,0.104420014,0.00019184084,0.000019492925,0.000036486068,0.0016293403,0.000012522243,0.00027480433,0.00009887381,0.89315003,0.00007490701],"about_ca_topic_score_codex":0.000018529252,"about_ca_topic_score_gemma":0.001186641,"teacher_disagreement_score":0.8899539,"about_ca_system_score_codex":0.00003457166,"about_ca_system_score_gemma":0.000006226015,"threshold_uncertainty_score":0.67137784},"labels":[],"label_agreement":null},{"id":"W3183885999","doi":"10.1111/raq.12599","title":"Development of cod farming in Norway: Past and current biological and market status and future prospects and directions","year":2021,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nærings- og Fiskeridepartementet","keywords":"Agriculture; Aquaculture; Norwegian; Prosperity; Fishery; Stock (firearms); Intensive farming; Business; Natural resource economics; Geography; Economics; Biology; Economic growth; Fish ; Ecology","score_opus":0.03030734370197216,"score_gpt":0.26874758755812134,"score_spread":0.23844024385614918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183885999","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84420747,0.1542883,5.01025e-7,0.0007851234,0.000030294817,0.00033111847,0.000025159241,0.0000069581665,0.0003250514],"genre_scores_gemma":[0.445158,0.55072325,0.0033221005,0.00017702705,0.00024696215,0.00007849012,0.0001281121,0.0000020406058,0.0001640072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890107,0.00013957023,0.00033779535,0.00034961433,0.00008056022,0.00019139104],"domain_scores_gemma":[0.9996851,0.00005282521,0.00009032647,0.0000299489,0.000036676694,0.00010512084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025215556,0.00016615243,0.0003798166,0.000016218022,0.000104959916,0.00003857668,0.00003635436,0.00012173343,0.000063638516],"category_scores_gemma":[0.000057441066,0.000062760904,0.000026801414,0.00035307245,0.00007902869,0.00007318833,0.00008720548,0.00019710096,0.0000011380984],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023398235,0.00020384154,0.1952198,0.00030455188,0.000008566533,0.000008427187,0.0017244671,8.604476e-9,0.0285165,0.0004820715,0.0004943935,0.77301395],"study_design_scores_gemma":[0.0001951556,0.000025674064,0.4913335,0.00024258198,0.0000044418002,0.000019725341,0.0008068251,0.0000013319358,0.00017737855,0.000101148486,0.50698024,0.00011197094],"about_ca_topic_score_codex":0.0000052853475,"about_ca_topic_score_gemma":0.00092969736,"teacher_disagreement_score":0.772902,"about_ca_system_score_codex":0.000020034757,"about_ca_system_score_gemma":0.000007052278,"threshold_uncertainty_score":0.25593153},"labels":[],"label_agreement":null},{"id":"W3190151968","doi":"10.1111/raq.12590","title":"Environmental indicators in salmon aquaculture research: A systematic review","year":2021,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Aquaculture; Sustainability; Systematic review; Environmental resource management; Performance indicator; Operationalization; Scale (ratio); Environmental impact assessment; Environmental science; Fishery; Business; Fish ; Ecology; Geography; Biology; MEDLINE","score_opus":0.10113208707467669,"score_gpt":0.3575936365750189,"score_spread":0.2564615495003422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190151968","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008735016,0.98900986,8.111419e-8,0.0003764106,0.00007393157,0.00915326,0.0002727483,0.000052699063,0.0010522512],"genre_scores_gemma":[0.000007975024,0.9918764,0.00004991527,0.00078997924,0.0002618217,0.0026355253,0.0027650648,0.000013823593,0.0015994696],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861074,0.0067788055,0.0032772636,0.0015743896,0.0011646932,0.0010974112],"domain_scores_gemma":[0.9973245,0.0006185306,0.0011570853,0.00049325655,0.000053941094,0.0003526536],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00463737,0.0012221598,0.008147105,0.00030037228,0.00021518485,0.00016238111,0.0015539146,0.0014483181,0.001079979],"category_scores_gemma":[0.001224194,0.00041359148,0.001857649,0.007278727,0.00017124257,0.00023761077,0.0003683028,0.003283395,0.00116235],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001786386,0.0004761301,0.000012101207,0.7482436,0.000054984775,0.00026101837,0.0001352388,9.816203e-9,0.000017875784,0.00017797848,0.015623236,0.23499607],"study_design_scores_gemma":[0.00007107022,0.000034865534,0.000008049441,0.45513195,0.00027076437,0.00010741004,0.00014349421,6.8594126e-8,5.7795313e-7,0.000015491283,0.5437564,0.00045984608],"about_ca_topic_score_codex":0.0000356086,"about_ca_topic_score_gemma":0.0004947043,"teacher_disagreement_score":0.52813315,"about_ca_system_score_codex":0.00073068053,"about_ca_system_score_gemma":0.00006121081,"threshold_uncertainty_score":0.999848},"labels":[],"label_agreement":null},{"id":"W4214733202","doi":"10.1111/raq.12665","title":"Edwardsiella ictaluri: A systemic review and future perspectives on disease management","year":2022,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"King Mongkut's University of Technology Thonburi","keywords":"Edwardsiella ictaluri; Ictalurus; Catfish; Aquaculture; Outbreak; Biosecurity; Biology; Pangasius; Bacterial disease; Veterinary medicine; Disease; Fish farming; Microbiology; Biotechnology; Fishery; Fish ; Ecology; Virology; Medicine","score_opus":0.022228878172042242,"score_gpt":0.29406989035103087,"score_spread":0.27184101217898865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214733202","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.6623502e-7,0.9810448,8.704419e-7,0.00031591282,0.0005695483,0.008244852,0.00041349206,0.00010854417,0.009301702],"genre_scores_gemma":[5.0602284e-7,0.9757163,0.000025529198,0.0012161676,0.00018387882,0.0021562497,0.002658963,0.00009884826,0.017943583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942895,0.001777503,0.0014103656,0.0016839145,0.00013190019,0.000706819],"domain_scores_gemma":[0.99769396,0.00007843337,0.0008442129,0.0012280877,0.000030153407,0.00012514222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00088564376,0.0013713543,0.004226239,0.00035882863,0.00029719123,0.000054873413,0.00097340863,0.00047519075,0.00298183],"category_scores_gemma":[0.00007106286,0.0009164321,0.0013230772,0.0009565303,0.00015860157,0.00009561241,0.00061413035,0.001610729,0.0015822969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027115188,0.00026052888,5.6550533e-7,0.21053313,0.0006391243,0.000151029,0.000338388,4.1565436e-8,6.6590997e-7,0.0046280446,0.16306624,0.6203551],"study_design_scores_gemma":[0.0004557481,0.00004988961,0.0000020604857,0.07601845,0.0063277856,0.00014908682,0.00069505355,1.2944918e-8,4.2819217e-8,0.000008438263,0.9153976,0.00089587376],"about_ca_topic_score_codex":0.0000031968395,"about_ca_topic_score_gemma":0.0000025444897,"teacher_disagreement_score":0.7523313,"about_ca_system_score_codex":0.00043057435,"about_ca_system_score_gemma":0.00008372834,"threshold_uncertainty_score":0.99990374},"labels":[],"label_agreement":null},{"id":"W4236313653","doi":"10.1111/raq.12018","title":"Chinese Abstracts","year":2012,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria; University of New Brunswick","funders":"","keywords":"Aquaculture; Biology; Fishery; Fish ","score_opus":0.05969878577629922,"score_gpt":0.27399304705361455,"score_spread":0.21429426127731532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236313653","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028523006,0.14382224,0.000014827746,0.00018204961,0.0020894725,0.00028042195,0.00007427065,0.00002143756,0.8249923],"genre_scores_gemma":[0.7229957,0.03439102,0.0016101864,0.0011167114,0.0006765028,0.00008208868,0.000028163637,0.000025294536,0.23907432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988888,0.000009804016,0.0005608539,0.00022098776,0.000015189963,0.00030438762],"domain_scores_gemma":[0.99946946,0.0000130287335,0.0002250041,0.00021226495,0.0000053833883,0.000074886506],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010539369,0.00012856486,0.00045131036,0.00007455502,0.000047285408,0.000029492183,0.00015678882,0.00006427022,0.004314584],"category_scores_gemma":[0.0001822129,0.0001029795,0.00012221085,0.00021191123,0.000031464904,0.00032877875,0.00004907454,0.0001154936,0.060203478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041004887,0.00023255432,0.31761405,0.00013972711,0.00003559564,0.0000021007472,0.004773711,0.00001529555,0.000011205631,0.09100132,0.58225465,0.0039156848],"study_design_scores_gemma":[0.00013396353,0.0000026184923,0.046883665,0.000027694223,0.0000014961504,0.0000017790601,0.00007734178,0.000007075698,0.0000017961372,0.0009847948,0.951741,0.00013680583],"about_ca_topic_score_codex":0.000036115758,"about_ca_topic_score_gemma":0.000013077161,"teacher_disagreement_score":0.69447273,"about_ca_system_score_codex":0.000061128994,"about_ca_system_score_gemma":0.0000021393266,"threshold_uncertainty_score":0.9965956},"labels":[],"label_agreement":null},{"id":"W4281658797","doi":"10.1111/raq.12692","title":"Chinese abstracts","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Biology","score_opus":0.047759425020712384,"score_gpt":0.25873050035487233,"score_spread":0.21097107533415993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281658797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026865657,0.08705104,0.000008222934,0.0005476146,0.0023316175,0.00045734973,0.00036556707,0.000029526931,0.8823434],"genre_scores_gemma":[0.4271136,0.018845698,0.0008409657,0.0023973086,0.00024520664,0.00040684073,0.000079829566,0.0000329901,0.55003756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988515,0.000018512303,0.0005728758,0.00033610858,0.000023706467,0.00019733005],"domain_scores_gemma":[0.99946547,0.000012080448,0.00025682768,0.00022545794,0.000004188515,0.000036007666],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010624187,0.00011244281,0.00043170422,0.00009780102,0.0001502359,0.000029722223,0.00025803648,0.00002575698,0.016234701],"category_scores_gemma":[0.0001023411,0.00010260918,0.00013189825,0.00032747036,0.000025217365,0.00011322019,0.00015624354,0.00019306144,0.013610682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000078293315,0.00018950002,0.03402954,0.000078346384,0.00003105694,0.000015655894,0.0035171027,0.0005323584,0.000008316932,0.062415186,0.8963031,0.0028720181],"study_design_scores_gemma":[0.00018830899,0.000008522746,0.0063352524,0.000008372527,0.0000011119448,0.0000034164161,0.00022179403,0.00004473928,4.1303085e-7,0.0031911295,0.98986274,0.00013417058],"about_ca_topic_score_codex":0.000061803454,"about_ca_topic_score_gemma":0.000019494075,"teacher_disagreement_score":0.40024793,"about_ca_system_score_codex":0.00012333173,"about_ca_system_score_gemma":0.0000047699073,"threshold_uncertainty_score":0.98715734},"labels":[],"label_agreement":null},{"id":"W4286009763","doi":"10.1111/raq.12712","title":"Reproductive sterility in aquaculture: A review of induction methods and an emerging approach with application to Pacific Northwest finfish species","year":2022,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Northwest Fisheries Science Center; California Department of Fish and Wildlife; University of Maryland, Baltimore County; China Scholarship Council; National Oceanic and Atmospheric Administration; Washington Department of Fish and Wildlife; Maryland Sea Grant, University of Maryland","keywords":"Aquaculture; Salmo; Fishery; Biology; Oncorhynchus; Fish farming; Ecology; Fish ","score_opus":0.06898495763669087,"score_gpt":0.3982074842109358,"score_spread":0.32922252657424494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286009763","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013305867,0.99397504,0.00041842816,0.00009982979,0.00008090527,0.004414212,0.00008138996,0.000009651616,0.00078748015],"genre_scores_gemma":[0.00001492266,0.9857467,0.010177058,0.00011503827,0.00024831778,0.0012896814,0.001979376,0.000039995542,0.00038891286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99405855,0.0023256624,0.0013210869,0.0017671997,0.00020891536,0.00031858968],"domain_scores_gemma":[0.9973198,0.000034664074,0.00097547506,0.0014506618,0.00011450142,0.000104903746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00362111,0.00063601387,0.0024740116,0.00018180211,0.000080519196,0.000020297835,0.0004221306,0.00038448785,0.000045248795],"category_scores_gemma":[0.0012661364,0.00042062826,0.0002522008,0.0012832044,0.00020084961,0.000030408935,0.00020818613,0.00064661284,0.0000025805784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009126934,0.0002839202,0.00020150203,0.043495264,0.00010946775,0.0000014791349,0.0006959988,0.0000024757746,0.0009428477,0.0000617204,0.0009972999,0.9531168],"study_design_scores_gemma":[0.0001300091,0.0003320073,0.00057857606,0.00959234,0.00020435557,0.0000847479,0.00047206023,5.74359e-7,0.00008324335,0.000012012258,0.98802966,0.00048044033],"about_ca_topic_score_codex":0.000068390626,"about_ca_topic_score_gemma":0.00015928526,"teacher_disagreement_score":0.98703235,"about_ca_system_score_codex":0.00013334179,"about_ca_system_score_gemma":0.00013446226,"threshold_uncertainty_score":0.9998246},"labels":[],"label_agreement":null},{"id":"W4290471674","doi":"10.1111/raq.12721","title":"Non‐antibiotic approaches to combat motile Aeromonas infections in aquaculture: Current state of knowledge and future perspectives","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Asian Institute of Technology; International Development Research Centre; National Foundation for Science and Technology Development","keywords":"Aeromonas; Aquaculture; Biology; Aeromonas hydrophila; Antibiotics; Antibiotic resistance; Aeromonas veronii; Microbiology; Biotechnology; Fishery; Bacteria; Fish ","score_opus":0.034002986085933364,"score_gpt":0.26752250143432377,"score_spread":0.2335195153483904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290471674","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3352372,0.65459573,0.00003770031,0.0012237418,0.00097056525,0.004146022,0.00038631423,0.00007411903,0.0033285858],"genre_scores_gemma":[0.96227324,0.033147935,0.00012988162,0.00017385429,0.00008972452,0.0003107555,0.000659762,0.000042713098,0.0031721275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975665,0.0005424464,0.00067474163,0.00069294055,0.00006583092,0.0004575304],"domain_scores_gemma":[0.9992566,0.000033149972,0.0002421775,0.0003654443,0.000044611792,0.000057998186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005677546,0.00042780573,0.000882128,0.00030709148,0.00023176456,0.000021324708,0.00038437918,0.000120312856,0.00018870365],"category_scores_gemma":[0.00003680058,0.00033301537,0.00021793843,0.0011801894,0.00014463242,0.00012776503,0.0004825718,0.0008949074,0.00012152007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005367381,0.01328067,0.032855384,0.004206203,0.0007499806,0.00004397821,0.1696958,0.00029614614,0.12071883,0.014386009,0.27266824,0.37056202],"study_design_scores_gemma":[0.0015675979,0.00021610442,0.015204822,0.0003164122,0.00011060743,0.000035017143,0.004606963,0.0000064373,0.000790041,0.00009836652,0.9765528,0.0004948526],"about_ca_topic_score_codex":0.000043272237,"about_ca_topic_score_gemma":0.00047900263,"teacher_disagreement_score":0.70388454,"about_ca_system_score_codex":0.00016914953,"about_ca_system_score_gemma":0.000045412544,"threshold_uncertainty_score":0.9999122},"labels":[],"label_agreement":null},{"id":"W4294832719","doi":"10.1111/raq.12733","title":"Applying genetic technologies to combat infectious diseases in aquaculture","year":2022,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Fiskeri - og havbruksnæringens forskningsfond; Norges Forskningsråd","keywords":"Aquaculture; Fishery; Biology; Biotechnology; Fish ","score_opus":0.03347282487759538,"score_gpt":0.3241162155325624,"score_spread":0.290643390654967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294832719","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007666111,0.9946625,0.000030140673,0.000049646045,0.00028006436,0.0044464143,0.000067747795,0.00005708826,0.00032972757],"genre_scores_gemma":[0.00007275683,0.992749,0.00037893234,0.00012390234,0.00025649145,0.0048448495,0.00062984024,0.000081546656,0.00086269196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651223,0.00039448624,0.0010266027,0.0013361585,0.00023415263,0.0004963386],"domain_scores_gemma":[0.9985035,0.000016350235,0.00040675615,0.0009466792,0.000033292305,0.00009343519],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034596788,0.00073631434,0.0018260517,0.00028090217,0.000121640434,0.000052960844,0.0007049685,0.000744329,0.000047310412],"category_scores_gemma":[0.00043905486,0.0005351283,0.0006017213,0.0011959099,0.00006902463,0.000004789465,0.00063494325,0.00083476066,0.00007346727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006539655,0.00014019267,0.00014920032,0.005120024,0.000044106575,0.000022710616,0.000042079984,0.000037466023,0.00022034923,0.000027538397,0.004892513,0.9892973],"study_design_scores_gemma":[0.0001602743,0.0001948418,0.00003434711,0.0029647653,0.00017384955,0.00009790432,0.00007981946,0.0000010015782,0.000013927927,0.000044693934,0.9955589,0.0006756781],"about_ca_topic_score_codex":0.000019952025,"about_ca_topic_score_gemma":0.0001489433,"teacher_disagreement_score":0.9906664,"about_ca_system_score_codex":0.00018179067,"about_ca_system_score_gemma":0.00012163375,"threshold_uncertainty_score":0.99971},"labels":[],"label_agreement":null},{"id":"W4309859727","doi":"10.1111/raq.12766","title":"Towards achieving circularity and sustainability in feeds for farmed blue foods","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Nova Scotia Department of Agriculture; Dalhousie University","funders":"Norges Forskningsråd; Enterprise Ireland","keywords":"Aquaculture; Sustainability; Business; Food security; Resilience (materials science); Supply chain; Psychological resilience; Natural resource economics; Production (economics); Natural resource; Environmental resource management; Environmental planning; Fishery; Environmental science; Biology; Ecology; Economics; Fish ; Agriculture","score_opus":0.030089630516141736,"score_gpt":0.2832314253522007,"score_spread":0.253141794836059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309859727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507453,0.028539803,0.000046879206,0.016158275,0.00008998024,0.0035578301,0.0001638452,0.00006492356,0.0006331913],"genre_scores_gemma":[0.99487376,0.0022340566,0.00033273493,0.0011985805,0.000117708994,0.0008101022,0.00020555806,0.0000019992121,0.00022550595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981048,0.0004651044,0.0004436143,0.00045251462,0.00018467517,0.00034929023],"domain_scores_gemma":[0.99956465,0.0000972427,0.00011685975,0.000076770055,0.000057634938,0.00008684245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014044079,0.0002034344,0.0004754931,0.000024642775,0.00027998426,0.000046376917,0.00026453685,0.00012119453,0.00015138873],"category_scores_gemma":[0.0004126336,0.00008390174,0.00017490386,0.00076426484,0.000051884505,0.00011369983,0.00016306677,0.00042182082,0.0000015422602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032604742,0.0020360388,0.12609436,0.0020259588,0.000037595993,0.00004587693,0.006339683,0.000038575738,0.035251353,0.01776757,0.013316282,0.7967207],"study_design_scores_gemma":[0.0005491512,0.0002103976,0.10510446,0.00006526138,0.00001231195,0.00001771176,0.0027439024,0.00004387682,0.0000767355,0.0040440774,0.88683367,0.00029844962],"about_ca_topic_score_codex":0.00018010596,"about_ca_topic_score_gemma":0.0011736518,"teacher_disagreement_score":0.8735174,"about_ca_system_score_codex":0.00022547334,"about_ca_system_score_gemma":0.000017335478,"threshold_uncertainty_score":0.34214136},"labels":[],"label_agreement":null},{"id":"W4311114142","doi":"10.1111/raq.12752","title":"Spanish Abstracts","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Biology; Computational biology","score_opus":0.03064636945674993,"score_gpt":0.3144807070211146,"score_spread":0.28383433756436466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311114142","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22508648,0.105443455,0.000035713594,0.002730756,0.00060791086,0.00380557,0.00003962442,0.00017048416,0.66208],"genre_scores_gemma":[0.9877489,0.004605406,0.00091175496,0.00065792503,0.00008009594,0.00026297776,0.000056160625,0.0000112857315,0.0056654466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992937,0.00005211677,0.00024774115,0.0001612272,0.00011756751,0.00012767507],"domain_scores_gemma":[0.9996866,0.0000105153895,0.00007871464,0.00016185832,0.000011103859,0.000051182902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020614559,0.00009805324,0.0002726181,0.000039427796,0.00009788646,0.000006151587,0.000045517343,0.00002901862,0.0014776079],"category_scores_gemma":[0.000038638012,0.00006861412,0.0001224533,0.00023742742,0.000012573389,0.000031212083,0.000042296706,0.00030403407,0.0002171004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022258285,0.008075421,0.15171885,0.0016300129,0.00040172334,0.0052160732,0.004119339,0.0003919697,0.0033372424,0.007669311,0.14696226,0.6702552],"study_design_scores_gemma":[0.0005005925,0.00011694414,0.012694985,0.000078226876,0.00004539856,0.0017105439,0.00011125333,0.0000041223348,0.000057854453,0.000049243066,0.9845576,0.00007319812],"about_ca_topic_score_codex":0.000025297995,"about_ca_topic_score_gemma":0.000011737246,"teacher_disagreement_score":0.8375954,"about_ca_system_score_codex":0.00020058702,"about_ca_system_score_gemma":0.000026456293,"threshold_uncertainty_score":0.9994352},"labels":[],"label_agreement":null},{"id":"W4311845343","doi":"10.1111/raq.12763","title":"Sustainability outcomes of aquaculture eco‐certification: Challenges and opportunities","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Certification; Sustainability; Business; Aquaculture; Environmental resource management; Product certification; Environmental economics; Environmental planning; Fishery; Ecology; Economics; Environmental science","score_opus":0.06985727422793298,"score_gpt":0.30448877604539654,"score_spread":0.23463150181746356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311845343","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17199863,0.5171642,0.000020149322,0.108867615,0.00042656375,0.006000222,0.00015891089,0.00019849856,0.19516523],"genre_scores_gemma":[0.8057321,0.17731912,0.0005501795,0.0011375431,0.000048432095,0.00070057245,0.00007207327,0.000027206372,0.014412779],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980607,0.00036324863,0.00054857257,0.00043865602,0.00033660678,0.0002522332],"domain_scores_gemma":[0.9992439,0.000051253057,0.00024566386,0.00036261883,0.000025244624,0.0000713062],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000898939,0.00025547436,0.0006201097,0.000036317564,0.00021121417,0.000011434849,0.0003117075,0.000065020635,0.0011558143],"category_scores_gemma":[0.00019214662,0.00017077461,0.00015252338,0.00019839309,0.00023389692,0.00016163777,0.000642721,0.00030117156,0.000013823045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006388053,0.0010250559,0.13538887,0.0015871924,0.00013147034,0.000040773284,0.041893218,0.000104618295,0.00064982136,0.037558123,0.06337448,0.7181825],"study_design_scores_gemma":[0.00018769261,0.00006110285,0.11890529,0.000019947904,0.000026390815,0.0000095459245,0.0070632547,0.000007465019,0.000017413744,0.0023311218,0.8711584,0.00021232665],"about_ca_topic_score_codex":0.00012382919,"about_ca_topic_score_gemma":0.00037178647,"teacher_disagreement_score":0.80778396,"about_ca_system_score_codex":0.0001817494,"about_ca_system_score_gemma":0.000011898263,"threshold_uncertainty_score":0.9997573},"labels":[],"label_agreement":null},{"id":"W4313331997","doi":"10.1111/raq.12780","title":"Mineral nutrition in penaeid shrimp","year":2022,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Northwest Territories","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Shrimp; Penaeus monodon; Penaeidae; Penaeus; Aquaculture; Fishery; Biology; Crustacean; Shrimp farming; Decapoda; Fish ","score_opus":0.02896688674421702,"score_gpt":0.25813654027678246,"score_spread":0.22916965353256544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313331997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9272322,0.04800343,0.0000011988164,0.012263827,0.00020931849,0.0024153893,0.00016793053,0.00010489577,0.009601814],"genre_scores_gemma":[0.98158985,0.009989471,0.000327402,0.0036247054,0.0004361441,0.0010651405,0.0009609247,0.000002584392,0.0020037817],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982827,0.0004053679,0.00043478358,0.00034538543,0.00023762611,0.00029413644],"domain_scores_gemma":[0.99970347,0.00004091031,0.000108350374,0.00006032049,0.000019410776,0.00006756179],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005193439,0.00017886219,0.0003637415,0.000029193658,0.00015253578,0.000029366583,0.00029961,0.000085438856,0.0021080861],"category_scores_gemma":[0.0000514183,0.00006937252,0.0001588964,0.0010728083,0.000023072584,0.00013048381,0.00009255854,0.00045713008,0.000085589774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024327062,0.004618322,0.03455602,0.00038507828,0.000013895562,0.00022873454,0.0021143495,0.000025984351,0.39719355,0.006389562,0.35989082,0.19434044],"study_design_scores_gemma":[0.00046405828,0.00012301086,0.020860694,0.00010029004,0.0000034969473,0.000029558445,0.0006242654,0.000015168339,0.00012741033,0.0006777901,0.97675574,0.00021854608],"about_ca_topic_score_codex":0.00012702755,"about_ca_topic_score_gemma":0.0016581947,"teacher_disagreement_score":0.6168649,"about_ca_system_score_codex":0.000119897966,"about_ca_system_score_gemma":0.0000042511124,"threshold_uncertainty_score":0.99880415},"labels":[],"label_agreement":null},{"id":"W4323275452","doi":"10.1111/raq.12789","title":"Tilapia health: quo vadis?","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Tilapia; Fishery; Aquaculture; Fish ; Biology; Business","score_opus":0.06040340648268627,"score_gpt":0.2946706668850078,"score_spread":0.23426726040232154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323275452","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7583147,0.11706506,4.8395583e-7,0.10896929,0.0010729029,0.0018986718,0.00010382453,0.00055192853,0.012023098],"genre_scores_gemma":[0.4660629,0.47046503,0.000255169,0.038448527,0.0014084614,0.00071673945,0.0012360552,0.0000053021495,0.021401817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870443,0.00020986857,0.0003300382,0.000293256,0.00006151721,0.00040089706],"domain_scores_gemma":[0.99966186,0.000107191685,0.00009960748,0.000055551747,0.000014716499,0.00006108636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075569336,0.00014770786,0.00042612577,0.000012502999,0.00021220763,0.000010478493,0.00021358197,0.00015526346,0.0003144455],"category_scores_gemma":[0.00014648314,0.000045790082,0.0001132421,0.0007894696,0.000062833795,0.00005282125,0.00008207818,0.00021130074,0.0018831302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008158894,0.000057615893,0.040644832,0.000061621715,0.00001354059,0.000012327235,0.00038193577,8.8656736e-7,0.0023018552,0.00049352454,0.7388507,0.21717297],"study_design_scores_gemma":[0.000051469386,0.00006465079,0.17211579,0.00006279681,0.000002399819,0.0000033543572,0.00013785006,0.0000025688255,0.0000154277,0.0003157782,0.82712764,0.000100283556],"about_ca_topic_score_codex":0.00004941691,"about_ca_topic_score_gemma":0.003671933,"teacher_disagreement_score":0.35339996,"about_ca_system_score_codex":0.000026068115,"about_ca_system_score_gemma":0.000004485123,"threshold_uncertainty_score":0.99889404},"labels":[],"label_agreement":null},{"id":"W4323275680","doi":"10.1111/raq.12734","title":"From the basics to emerging diagnostic technologies: What is on the horizon for tilapia disease diagnostics?","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huntsman Marine Science Centre","funders":"Direktoratet for Utviklingssamarbeid","keywords":"Aquaculture; Tilapia; Loop-mediated isothermal amplification; Biosecurity; Biology; Emerging technologies; Biotechnology; Disease; Molecular diagnostics; Intensive care medicine; Pathology; Medicine; Fishery; Computer science; Bioinformatics; Fish ; Ecology; Genetics; Artificial intelligence","score_opus":0.02727692048008125,"score_gpt":0.28974457870221804,"score_spread":0.2624676582221368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323275680","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06547446,0.6063814,0.0005069092,0.30156183,0.0043995585,0.017797643,0.0021593464,0.0011118081,0.0006070196],"genre_scores_gemma":[0.2298708,0.7024705,0.00020292615,0.038522784,0.0008150214,0.008170871,0.0050374693,0.00019113511,0.014718501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810815,0.00024122925,0.00043529161,0.00059942994,0.000067997935,0.000547913],"domain_scores_gemma":[0.9967436,0.0021308868,0.0001517802,0.00088459236,0.00005164411,0.00003750221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005777377,0.0003861096,0.00043714096,0.00007982809,0.0003848255,0.0001298051,0.0009832011,0.00022151104,0.0002361825],"category_scores_gemma":[0.0039441288,0.00018758328,0.0003020578,0.0008128284,0.00013165739,0.0001280333,0.0003191753,0.0004358097,0.0042999466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056795685,0.00007919696,0.0003416944,0.000074396405,0.00009472804,0.000010521732,0.001914232,0.000005998929,0.0014581895,0.00537103,0.9312753,0.059317924],"study_design_scores_gemma":[0.0003757484,0.0000679944,0.0008816988,0.0013169157,0.00017872464,4.416969e-7,0.0048754034,0.0000032875323,0.0010087944,0.0020935088,0.98891073,0.0002867293],"about_ca_topic_score_codex":0.000015575823,"about_ca_topic_score_gemma":0.000046229838,"teacher_disagreement_score":0.26303905,"about_ca_system_score_codex":0.000056146684,"about_ca_system_score_gemma":0.000021744487,"threshold_uncertainty_score":0.99647534},"labels":[],"label_agreement":null},{"id":"W4362518948","doi":"10.1111/raq.12814","title":"Physiological function of vitamin D3 in fish","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Natural Science Foundation of China","keywords":"Aquaculture; Biology; Fish ; Nutrient; Vitamin D and neurology; Fish physiology; Fish Proteins; Vitamin; Metabolism; Essential nutrient; Antioxidant; Food science; Biochemistry; Ecology; Endocrinology; Fishery","score_opus":0.052715739653896594,"score_gpt":0.3299258984996967,"score_spread":0.27721015884580014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362518948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890587,0.007075362,0.000005718916,0.00062408,0.000105124076,0.001191113,0.000014841561,0.00006650925,0.0018585994],"genre_scores_gemma":[0.8745358,0.12183539,0.00013484519,0.0006293429,0.00023902747,0.00038045557,0.0001683698,0.00002893687,0.0020478498],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979438,0.00028383892,0.0005956328,0.0003793889,0.00036524382,0.00043210597],"domain_scores_gemma":[0.99917096,0.00020807337,0.00013382387,0.0003119686,0.00008669937,0.0000885032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010185328,0.00022066699,0.00092253886,0.00022379984,0.000036108435,0.000007003234,0.00014224036,0.00020970624,0.000014046751],"category_scores_gemma":[0.0036958652,0.00013882552,0.00020635844,0.0017388504,0.00012252164,0.00007468097,0.00014836575,0.00057876797,0.0003281029],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022330392,0.00039365116,0.01506646,0.0025675348,0.000060709375,0.00013699093,0.0009915918,0.000013725102,0.5920251,0.00009788925,0.32772455,0.06089949],"study_design_scores_gemma":[0.0013857674,0.00044010207,0.8235072,0.002420561,0.000049543072,0.000009658646,0.0008041011,0.00006006603,0.01748556,0.00016247304,0.15357779,0.00009719993],"about_ca_topic_score_codex":0.000008114927,"about_ca_topic_score_gemma":0.0001107342,"teacher_disagreement_score":0.8084407,"about_ca_system_score_codex":0.000101579615,"about_ca_system_score_gemma":0.000031744064,"threshold_uncertainty_score":0.566114},"labels":[],"label_agreement":null},{"id":"W4381849735","doi":"10.1111/raq.12841","title":"Spawning induction for Latin American fishes","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondo para la Investigación Científica y Tecnológica; Agencia Nacional de Promoción Científica y Tecnológica; CYTED Ciencia y Tecnología para el Desarrollo; University of Ottawa","keywords":"Aquaculture; Biology; Spawn (biology); Hormone; Latin Americans; Reproduction; Introduced species; Fishery; Zoology; Ecology; Fish ; Endocrinology","score_opus":0.05263638871429422,"score_gpt":0.3388450624206283,"score_spread":0.28620867370633407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381849735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882634,0.007045975,0.0005051102,0.0017648152,0.0003103419,0.0009706033,0.000018674215,0.000037022837,0.0010840491],"genre_scores_gemma":[0.8680746,0.07042148,0.016796034,0.0026701186,0.003665194,0.0010113681,0.0020298024,0.00010059076,0.0352308],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991331,0.00008856378,0.00021738629,0.0003172843,0.000045006036,0.00019867289],"domain_scores_gemma":[0.999571,0.000016368096,0.0001178179,0.00022959651,0.000033874592,0.00003130716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045569407,0.0001223065,0.00023211239,0.000043720218,0.00005436539,0.000011437636,0.00010579868,0.00009537235,0.000012791595],"category_scores_gemma":[0.001130263,0.000088168315,0.000091799084,0.00031279202,0.00008698757,0.0000043821506,0.000032560452,0.000082233295,0.00005514661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113417715,0.00006672123,0.027447272,0.00013794577,0.000060310696,0.0000016805463,0.00069282734,0.00004747625,0.6271682,0.00074730156,0.19945766,0.1440592],"study_design_scores_gemma":[0.00020124736,0.00019722193,0.04489695,0.000050864797,0.000008849657,0.000003105414,0.00036458852,0.000011287705,0.017189955,0.0002888173,0.9366264,0.00016073509],"about_ca_topic_score_codex":0.000013448357,"about_ca_topic_score_gemma":0.00005666914,"teacher_disagreement_score":0.7371687,"about_ca_system_score_codex":0.0000130054805,"about_ca_system_score_gemma":0.000016201486,"threshold_uncertainty_score":0.35953996},"labels":[],"label_agreement":null},{"id":"W4386754345","doi":"10.1111/raq.12860","title":"Transforming sustainable aquaculture by applying circularity principles","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aquaculture; Circular economy; Food security; Business; Sustainability; Production (economics); Natural resource economics; Food processing; Food systems; Environmental resource management; Environmental economics; Environmental planning; Agriculture; Environmental science; Ecology; Economics; Fishery; Biology; Fish ; Food science","score_opus":0.02107071791601137,"score_gpt":0.2653731695713356,"score_spread":0.24430245165532424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386754345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91962796,0.014519189,0.0008286308,0.0036225237,0.00017816335,0.010383314,0.00007130367,0.0006916085,0.050077315],"genre_scores_gemma":[0.93838096,0.014059728,0.0009457826,0.0012633189,0.0001278706,0.0014904457,0.00058169523,0.0000829999,0.04306722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697715,0.00021839642,0.000605921,0.0006953878,0.00048522744,0.0010179152],"domain_scores_gemma":[0.999172,0.000037275513,0.00014273534,0.00041179816,0.000007624792,0.00022860295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013523303,0.00042991707,0.0005554156,0.000046214012,0.00035740412,0.00008069708,0.00048323313,0.00031527042,0.0009200926],"category_scores_gemma":[0.00021332981,0.00029062392,0.00025857872,0.0015820612,0.00018836028,0.000753429,0.00025961013,0.0005986118,0.0014306242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000959951,0.001617613,0.22299692,0.003622024,0.00011323208,0.00077177107,0.04191916,0.0077570756,0.11621031,0.0051695528,0.48783347,0.111892864],"study_design_scores_gemma":[0.00031521253,0.000034587934,0.013284658,0.00009063295,0.000023480348,0.00001992398,0.0064147757,0.00009529063,0.000697007,0.00071411283,0.9778375,0.000472806],"about_ca_topic_score_codex":0.00064925983,"about_ca_topic_score_gemma":0.00023538782,"teacher_disagreement_score":0.49000403,"about_ca_system_score_codex":0.00091878616,"about_ca_system_score_gemma":0.000010937279,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W4388133368","doi":"10.1111/raq.12871","title":"Kelp breeding in China: Challenges and opportunities for solutions","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"Institut Pasteur de Montevideo; National Natural Science Foundation of China; Yantai University","keywords":"Kelp; Germplasm; Biology; Biotechnology; Resource (disambiguation); Adaptability; Introgression; Ecology; Environmental planning; Environmental resource management; Geography; Agronomy","score_opus":0.16895376340527096,"score_gpt":0.2826017524558938,"score_spread":0.11364798905062284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388133368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12888739,0.6965214,0.00003076245,0.026520612,0.00067804806,0.002485949,0.00088635227,0.0001904829,0.14379899],"genre_scores_gemma":[0.1189811,0.87464345,0.00018469527,0.00033016398,0.00013840535,0.000026464082,0.00052351033,0.0000031301142,0.0051691085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993427,0.00006092092,0.00018052687,0.00015569486,0.000039191254,0.00022101219],"domain_scores_gemma":[0.99979424,0.000067935405,0.000036688958,0.000057659094,0.000005611012,0.000037889615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005808411,0.000086955646,0.00022006662,0.00008136647,0.000048385355,0.000008955119,0.00007723808,0.00006842124,0.000071778224],"category_scores_gemma":[0.00006217411,0.000058771962,0.000031883574,0.00011409926,0.000027461327,0.000087498214,0.000018412187,0.000095945856,0.000029206392],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062190566,0.000004447269,0.0037216202,0.00018631281,0.0000024483918,0.000012604286,0.00048448736,0.000007737571,0.000012148401,0.0013386896,0.0039127087,0.99031055],"study_design_scores_gemma":[0.00014522535,0.000067958004,0.0794185,0.0001505838,0.000004059185,0.000017116723,0.00082576356,0.00079644966,8.340504e-7,0.00190577,0.91655284,0.000114868766],"about_ca_topic_score_codex":0.0004955142,"about_ca_topic_score_gemma":0.027579563,"teacher_disagreement_score":0.9901957,"about_ca_system_score_codex":0.0000016213947,"about_ca_system_score_gemma":0.000008878428,"threshold_uncertainty_score":0.9901646},"labels":[],"label_agreement":null},{"id":"W4389037791","doi":"10.1111/raq.12882","title":"Omega‐3 long‐chain polyunsaturated fatty acids in Atlantic salmon: Functions, requirements, sources, de novo biosynthesis and selective breeding strategies","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Polyunsaturated fatty acid; Salmo; Fish oil; Aquaculture; Biology; Nannochloropsis; Food science; Biosynthesis; Biotechnology; Fishery; Fish ; Biochemistry; Fatty acid; Ecology; Gene","score_opus":0.037377248026046986,"score_gpt":0.2703683849879638,"score_spread":0.2329911369619168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389037791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98605955,0.009511142,0.000010155124,0.0028185986,0.000054930748,0.00069210253,0.00003650666,0.00016321527,0.0006538056],"genre_scores_gemma":[0.9847045,0.013836057,0.00013006522,0.00034874122,0.0001995642,0.00007984174,0.00025257835,0.0000036064412,0.00044505132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790984,0.00034689208,0.0004988683,0.00050721044,0.00021325485,0.0005239094],"domain_scores_gemma":[0.99946326,0.00013740743,0.0001523713,0.00007054636,0.00005341744,0.0001230246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008003595,0.000311743,0.0005070919,0.000082043225,0.0002084433,0.00016839568,0.00021560446,0.00028419367,0.00008242022],"category_scores_gemma":[0.00019509345,0.00012901575,0.00011807464,0.0024786086,0.00008412175,0.00033677742,0.00006582557,0.000392605,0.00008535663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016167732,0.00035659104,0.54774123,0.00042689234,0.00006420996,0.00015975017,0.0025882476,0.00001387654,0.37140083,0.0010264617,0.010888694,0.06517157],"study_design_scores_gemma":[0.0008125281,0.00026198986,0.82199997,0.0015095201,0.00005166578,0.000118199365,0.0074074524,0.0001288266,0.0019361404,0.0007355091,0.16421756,0.00082064397],"about_ca_topic_score_codex":0.00033611862,"about_ca_topic_score_gemma":0.004504609,"teacher_disagreement_score":0.36946467,"about_ca_system_score_codex":0.00011894087,"about_ca_system_score_gemma":0.000016174952,"threshold_uncertainty_score":0.52611095},"labels":[],"label_agreement":null},{"id":"W4391224543","doi":"10.1111/raq.12890","title":"A review of data collection methods used to monitor the associations of wild species with marine aquaculture sites","year":2024,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Aquaculture; Ecosystem; Fishery; Marine ecosystem; Biomass (ecology); Environmental science; Ecosystem approach; Environmental resource management; Ecology; Fish ; Biology","score_opus":0.14823124100140492,"score_gpt":0.42736539773451315,"score_spread":0.27913415673310826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391224543","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.3386735e-7,0.9877524,0.000039222778,0.00073228386,0.00010527198,0.004107366,0.0004031642,0.000027745098,0.0068318513],"genre_scores_gemma":[3.4551692e-7,0.97769934,0.0143190045,0.00028897155,0.00015151076,0.00041532147,0.00088309264,0.00004995519,0.0061924397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949025,0.0012625097,0.0018732846,0.00096157833,0.00063071656,0.00036944146],"domain_scores_gemma":[0.9966692,0.00032003797,0.0013337284,0.0015094548,0.00007244144,0.0000951634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028669243,0.00081726274,0.003969298,0.00010588146,0.0001423723,0.000046960427,0.0016921845,0.0002973723,0.00065146945],"category_scores_gemma":[0.0011721749,0.00035471766,0.00074625114,0.0040802523,0.00022178375,0.00021706717,0.0019628357,0.0009122517,0.00019515635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003880778,0.00011664654,0.00023879483,0.09672458,0.00039689653,0.0000033251845,0.0006532675,5.6790344e-7,0.000017884042,0.000092680944,0.411051,0.49070045],"study_design_scores_gemma":[0.00007121067,0.00006924132,0.00014630171,0.09381785,0.0027230412,0.000013366996,0.00006329891,0.0000015134309,0.0000039007473,0.000025448295,0.90268403,0.0003807885],"about_ca_topic_score_codex":0.00031358117,"about_ca_topic_score_gemma":0.0026628324,"teacher_disagreement_score":0.49163303,"about_ca_system_score_codex":0.00031218544,"about_ca_system_score_gemma":0.000058454847,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W4393008211","doi":"10.1111/raq.12904","title":"Portuguese‐Brazilian abstracts","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Portuguese; Biology; Fishery; Philosophy; Linguistics","score_opus":0.042084621604092466,"score_gpt":0.3028639399576216,"score_spread":0.26077931835352913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393008211","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000644969,0.4364349,0.0000014946961,0.00048078765,0.0011478416,0.00022838514,0.000026325915,0.00008376675,0.56095153],"genre_scores_gemma":[0.6737438,0.12926263,0.0004287654,0.002341553,0.008706403,0.00013502271,0.00011033403,0.00007319329,0.18519832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991796,0.000024752666,0.0003285695,0.00019564219,0.00009746506,0.00017394133],"domain_scores_gemma":[0.99973273,0.000027591635,0.00003755218,0.00013335206,0.000032592343,0.000036154786],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002772705,0.0001421874,0.0002513022,0.000049301354,0.00007292329,0.00015352156,0.000104711224,0.00003643794,0.0021953464],"category_scores_gemma":[0.00015863402,0.00008478008,0.00011388531,0.00005338159,0.000065600085,0.00007248009,0.000026432135,0.00021304116,0.0009910238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022141714,0.000054260727,0.000024995636,0.0011767679,0.00004605221,0.00035007883,0.08271498,0.0000010966452,0.000024250032,0.4833717,0.25528562,0.17694795],"study_design_scores_gemma":[0.000036564874,0.000010678675,0.00007836164,0.0009417741,0.000016961521,0.000003017422,0.0009551049,0.000009135537,0.000005176385,0.0014180886,0.99639726,0.00012789076],"about_ca_topic_score_codex":0.00012816161,"about_ca_topic_score_gemma":0.0021088237,"teacher_disagreement_score":0.74111164,"about_ca_system_score_codex":0.000022509932,"about_ca_system_score_gemma":0.000012546929,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W4393901613","doi":"10.1111/raq.12913","title":"A meta‐analysis revealing the technical, environmental, and host‐associated factors that shape the gut microbiota of Atlantic salmon and rainbow trout","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Uppsala Multidisciplinary Center for Advanced Computational Science; Norges Forskningsråd; Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Rainbow trout; Biology; Salmo; Gut flora; Trout; Aquaculture; Abundance (ecology); Zoology; Host (biology); Ecology; Fishery; Fish ; Immunology","score_opus":0.043029984844611895,"score_gpt":0.29304715752091787,"score_spread":0.25001717267630597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393901613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6586602,0.339832,0.0000067326155,0.0009080041,0.000017451519,0.0004808933,0.00006932127,0.0000056384124,0.00001979614],"genre_scores_gemma":[0.88290876,0.116337016,0.000079268866,0.00028998297,0.000016276457,0.000017400313,0.00012697058,0.000011799217,0.00021254308],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878514,0.0002737494,0.00033346625,0.00034782488,0.00007157847,0.00018822876],"domain_scores_gemma":[0.9994734,0.00005485653,0.00013819031,0.00028951484,0.0000067343512,0.000037334772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067305274,0.00020639724,0.0005688713,0.000040485644,0.00009847909,0.00004709717,0.00017846802,0.00018782915,0.00003261364],"category_scores_gemma":[0.00003555633,0.00009376496,0.0003765607,0.0002242992,0.000154548,0.0000045888123,0.000117288335,0.00023113645,0.0000022525978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060183024,0.000046063797,0.004822698,0.00023296093,0.0040379097,0.0000016156104,0.0005145732,0.0000010023407,0.98836493,0.000019301648,0.0017431953,0.0002097238],"study_design_scores_gemma":[0.0011559535,0.00056434685,0.14279677,0.00092599884,0.09604245,0.0001514995,0.0018840054,0.00022588785,0.02498654,0.0000570228,0.72975767,0.0014518588],"about_ca_topic_score_codex":0.00008288485,"about_ca_topic_score_gemma":0.00024681367,"teacher_disagreement_score":0.96337837,"about_ca_system_score_codex":0.000018009498,"about_ca_system_score_gemma":0.000015139267,"threshold_uncertainty_score":0.3823624},"labels":[],"label_agreement":null},{"id":"W4396640043","doi":"10.1111/raq.12917","title":"An aquaculture risk model to understand the causes and consequences of Atlantic Salmon mass mortality events: A review","year":2024,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada; Nova Scotia Department of Agriculture; Dalhousie University; University of Prince Edward Island; Memorial University of Newfoundland","funders":"Ocean Nexus Center, EarthLab, University of Washington; EarthLab, University of Washington; Canada First Research Excellence Fund; Ocean Frontier Institute; Memorial University of Newfoundland; Texas A and M University; University of Washington","keywords":"Aquaculture; Psychological intervention; Business; Livelihood; Fishery; Environmental resource management; Natural resource economics; Ecology; Fish ; Environmental science; Biology; Economics; Agriculture; Medicine","score_opus":0.0812959077153001,"score_gpt":0.3659499845709309,"score_spread":0.2846540768556308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396640043","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046658814,0.9941984,0.00003993619,0.0006218982,0.000080217265,0.003921606,0.00011593899,0.000026116755,0.0009492408],"genre_scores_gemma":[0.000060073613,0.9976377,0.00036154926,0.0009860129,0.00002305836,0.00033380356,0.00005299919,0.000025445104,0.00051938655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964535,0.0009311235,0.0011143693,0.00083620654,0.00031662613,0.0003481685],"domain_scores_gemma":[0.9985111,0.00008707751,0.0006181479,0.0006710826,0.000011854195,0.00010077165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018604271,0.0006320289,0.0024461104,0.000052534157,0.00016587817,0.000030150879,0.0006864312,0.00027877788,0.00015552613],"category_scores_gemma":[0.0002692431,0.00030222582,0.00036957185,0.0007983,0.00042117032,0.00016690878,0.00035598798,0.0006785125,0.00021133975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000107333435,0.00030629025,0.0053013684,0.34236634,0.001203914,0.000085219515,0.0031691424,0.0001285235,0.0000046604687,0.002199382,0.48080876,0.16441564],"study_design_scores_gemma":[0.00005535576,0.000050609236,0.0002496985,0.053842254,0.0039360076,0.000013893244,0.00015043854,0.000018114775,1.209518e-7,0.001425971,0.93984425,0.00041330926],"about_ca_topic_score_codex":0.00022941681,"about_ca_topic_score_gemma":0.0047157,"teacher_disagreement_score":0.45903546,"about_ca_system_score_codex":0.00019478152,"about_ca_system_score_gemma":0.000030355177,"threshold_uncertainty_score":0.99994296},"labels":[],"label_agreement":null},{"id":"W4400090240","doi":"10.1111/raq.12945","title":"Indicators for ecological carrying capacity of bivalve and seaweed aquaculture","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aquaculture; Environmental resource management; Ecological indicator; Carrying capacity; Sustainability; Resource (disambiguation); Fishery; Scale (ratio); Ecosystem; Performance indicator; Environmental science; Benthic zone; Ecology; Business; Computer science; Fish ; Geography; Biology","score_opus":0.030606254211990837,"score_gpt":0.2964643704948972,"score_spread":0.2658581162829064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400090240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75804746,0.123138964,0.00096134533,0.0061855153,0.0009496987,0.008878654,0.00033451954,0.0003839748,0.10111988],"genre_scores_gemma":[0.9754191,0.014323178,0.0057928767,0.0005456058,0.00018619794,0.000346729,0.000046730787,0.00003359389,0.0033060005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983272,0.00011651795,0.00050317985,0.0005256059,0.00021046512,0.00031702602],"domain_scores_gemma":[0.9994934,0.000110539586,0.00011903197,0.0001730835,0.0000088041525,0.00009510621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070833665,0.00028968768,0.000613197,0.000061481835,0.000110297966,0.000038916547,0.0002130952,0.00022007675,0.00027304207],"category_scores_gemma":[0.00027245347,0.0001689148,0.00026511832,0.0006462833,0.00026917382,0.00015950168,0.00020821934,0.0003462469,0.00005055148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011150281,0.0008855371,0.23651704,0.009819477,0.0005464866,0.00007092082,0.034652326,0.00006761537,0.0609769,0.061374508,0.30857223,0.28640547],"study_design_scores_gemma":[0.00026420527,0.000099203695,0.023648832,0.00040127191,0.0000915255,0.000013760432,0.00034480434,0.00008881497,0.00042774633,0.0022154576,0.9720794,0.00032500026],"about_ca_topic_score_codex":0.00015460108,"about_ca_topic_score_gemma":0.00057837035,"teacher_disagreement_score":0.66350716,"about_ca_system_score_codex":0.00013207032,"about_ca_system_score_gemma":0.000008157168,"threshold_uncertainty_score":0.6888146},"labels":[],"label_agreement":null},{"id":"W4400326566","doi":"10.1111/raq.12947","title":"Navigating aquaculture losses: Tackling fish‐killing phytoflagellates in a changing global landscape","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Aquaculture; Fish ; Eutrophication; Business; Fish farming; Natural resource economics; Environmental planning; Algal bloom; Fishery; Fish kill; Safeguard; Environmental resource management; Ecology; Biology; Geography; Economics; International trade","score_opus":0.017434395210647043,"score_gpt":0.32719814479354803,"score_spread":0.309763749582901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400326566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80736953,0.101327226,0.005548078,0.0022233129,0.0014632074,0.0026268775,0.00005518098,0.00060965645,0.0787769],"genre_scores_gemma":[0.89843905,0.034219228,0.059680678,0.0023302708,0.0010047528,0.00029827238,0.00009817553,0.00011018331,0.0038193886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780136,0.00022816364,0.0005922558,0.00061557005,0.00025605888,0.00050657865],"domain_scores_gemma":[0.9994999,0.000066899396,0.000104692044,0.00023072264,0.0000060844523,0.00009170617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014606504,0.00031177935,0.00046507604,0.000052263793,0.00010423226,0.0001626071,0.00024366187,0.00018902976,0.0011944475],"category_scores_gemma":[0.00017186707,0.00022320884,0.00017882985,0.002777987,0.0000407252,0.00032657324,0.00019990005,0.00076260784,0.00034417288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016447835,0.00009930191,0.06895395,0.0010973613,0.000020069921,0.00028437146,0.0066362815,0.00426363,0.0045648096,0.0002970633,0.004261845,0.9095049],"study_design_scores_gemma":[0.0004641409,0.00005455804,0.0028796976,0.0059116594,0.000036441554,0.00013746439,0.0014486094,0.04367957,0.00093529484,0.0010678137,0.9424864,0.00089831866],"about_ca_topic_score_codex":0.00016657948,"about_ca_topic_score_gemma":0.0008142183,"teacher_disagreement_score":0.9382246,"about_ca_system_score_codex":0.0002623798,"about_ca_system_score_gemma":0.000008698438,"threshold_uncertainty_score":0.9997186},"labels":[],"label_agreement":null},{"id":"W4401199014","doi":"10.1111/raq.12953","title":"Salmon lice biology, environmental factors, and smolt behaviour with implications for the Norwegian salmon farming management system: A critical review","year":2024,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fiskeri - og havbruksnæringens forskningsfond","keywords":"Norwegian; Aquaculture; Biology; Fishery; Agriculture; Fish farming; Peer review; Fish ; Ecology","score_opus":0.05581825905160237,"score_gpt":0.39927253745150343,"score_spread":0.34345427839990106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401199014","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007516825,0.9933511,0.00013418932,0.00042292412,0.00016372316,0.0046367683,0.0004908974,0.000036496156,0.0007563758],"genre_scores_gemma":[0.00009552891,0.99486333,0.0006200451,0.00020944452,0.00006410464,0.002866777,0.00059017085,0.000039482555,0.0006511342],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975634,0.00033004908,0.00079053565,0.00084313174,0.00009198783,0.00038088375],"domain_scores_gemma":[0.998715,0.00031950342,0.00028077018,0.00057326356,0.00000410871,0.00010739962],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054793403,0.00060594466,0.0014125155,0.00005633427,0.00029915938,0.000048797665,0.0004981392,0.00032896583,0.00011252761],"category_scores_gemma":[0.00004766456,0.00028326438,0.00042895897,0.00031219842,0.00031410006,0.00010277911,0.0002571964,0.0006654591,0.0003142471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004005359,0.00011831177,0.00274142,0.04592119,0.0001969367,0.000010656097,0.0001071399,1.3406436e-7,0.0000051088796,0.0017119026,0.006856278,0.9423269],"study_design_scores_gemma":[0.00004723547,0.00005042268,0.0016158975,0.038319245,0.0036110664,0.0002144091,0.00006260912,9.4808456e-7,1.0479169e-7,0.000012731043,0.95572937,0.00033595806],"about_ca_topic_score_codex":0.000038664843,"about_ca_topic_score_gemma":0.000076672775,"teacher_disagreement_score":0.9488731,"about_ca_system_score_codex":0.00043490273,"about_ca_system_score_gemma":0.000011008013,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W4402422356","doi":"10.1111/raq.12957","title":"Spanish Abstracts","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Ocean Sciences; University of Cape Town; Memorial University of Newfoundland; Atlantic Veterinary College; Dalhousie University; Ocean Frontier Institute; University of Prince Edward Island; Mary Kay O'Connor Process Safety Center; Fisheries and Oceans Canada; San Diego State University","keywords":"Biology","score_opus":0.06750213493390143,"score_gpt":0.26064334809971174,"score_spread":0.1931412131658103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402422356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015535598,0.23437846,0.000031940188,0.00048631078,0.0024681455,0.00024043636,0.00012770332,0.00005046456,0.760663],"genre_scores_gemma":[0.111883424,0.119213015,0.001416677,0.001022875,0.00052770413,0.00009992965,0.00003848955,0.000039834904,0.76575804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880683,0.0000070971414,0.0005672862,0.00039840722,0.000015692065,0.00020467598],"domain_scores_gemma":[0.9996648,0.000016013339,0.00008970004,0.00018374193,0.0000048139837,0.000040973064],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007948171,0.0001189136,0.00038908067,0.00010160584,0.00003708945,0.00013749716,0.00015963604,0.00006655715,0.0054942113],"category_scores_gemma":[0.00008473894,0.00010343285,0.00014382081,0.0002601398,0.000034655484,0.00021354383,0.00004273471,0.00015129404,0.09289407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.069693e-7,0.000024534502,0.0007116146,0.00019738793,0.00002292805,0.000016683365,0.0010573001,0.000012680606,0.0000052683276,0.1866857,0.8051507,0.0061143194],"study_design_scores_gemma":[0.000063334905,0.0000043268756,0.000854335,0.00017521263,0.0000026188143,0.0000029606606,0.000080123384,0.00008824238,0.0000041715193,0.004938125,0.9936512,0.00013536669],"about_ca_topic_score_codex":0.00004416238,"about_ca_topic_score_gemma":0.000027872118,"teacher_disagreement_score":0.1885005,"about_ca_system_score_codex":0.00008042033,"about_ca_system_score_gemma":0.0000061848737,"threshold_uncertainty_score":0.9954149},"labels":[],"label_agreement":null},{"id":"W4402423345","doi":"10.1111/raq.12966","title":"Chinese Abstracts","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Ocean Sciences; University of Cape Town; Memorial University of Newfoundland; Atlantic Veterinary College; Dalhousie University; Ocean Frontier Institute; University of Prince Edward Island; Mary Kay O'Connor Process Safety Center; Fisheries and Oceans Canada; San Diego State University","keywords":"Biology","score_opus":0.04808320682653102,"score_gpt":0.276842224987456,"score_spread":0.22875901816092495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402423345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005564575,0.27915543,0.000025253335,0.00045135082,0.0025204436,0.00023885003,0.00012286715,0.000049631533,0.71187156],"genre_scores_gemma":[0.26124883,0.09629592,0.0010567624,0.0008567437,0.0005595453,0.00010386416,0.000040126586,0.000037719426,0.6398005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988524,0.0000069410835,0.0005578868,0.00037954922,0.000014957246,0.00018832118],"domain_scores_gemma":[0.99966705,0.000018147464,0.00008587,0.00018475803,0.000004462459,0.000039687617],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007655948,0.0001281506,0.00040532654,0.000116312585,0.000035568315,0.00011471387,0.00015686113,0.00006149319,0.0046423445],"category_scores_gemma":[0.00011429772,0.00009941402,0.00015181887,0.0003328474,0.000032065804,0.00021854296,0.000042263408,0.00014767757,0.08014568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019961094,0.00004877318,0.0051687206,0.00038016622,0.00004216633,0.000027892846,0.0024168498,0.000031848875,0.000009413664,0.14905018,0.83417624,0.008645746],"study_design_scores_gemma":[0.0000688382,0.00000373476,0.0026822607,0.00013571602,0.0000018450406,0.0000029127273,0.000046043315,0.00014185079,0.0000011141436,0.006015121,0.9907694,0.00013118557],"about_ca_topic_score_codex":0.00003797373,"about_ca_topic_score_gemma":0.000026538584,"teacher_disagreement_score":0.25568426,"about_ca_system_score_codex":0.00006830044,"about_ca_system_score_gemma":0.0000051965153,"threshold_uncertainty_score":0.99626756},"labels":[],"label_agreement":null},{"id":"W4402430022","doi":"10.1111/raq.12971","title":"Portuguese‐Brazilian abstracts","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Ocean Sciences; University of Cape Town; Memorial University of Newfoundland; Atlantic Veterinary College; Dalhousie University; Ocean Frontier Institute; University of Prince Edward Island; Mary Kay O'Connor Process Safety Center; Fisheries and Oceans Canada; San Diego State University","keywords":"Portuguese; Aquaculture; Geography; Fishery; Biology; Fish ; Philosophy; Linguistics","score_opus":0.042084621604092466,"score_gpt":0.3028639399576216,"score_spread":0.26077931835352913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402430022","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000644969,0.4364349,0.0000014946961,0.00048078765,0.0011478416,0.00022838514,0.000026325915,0.00008376675,0.56095153],"genre_scores_gemma":[0.6737438,0.12926263,0.0004287654,0.002341553,0.008706403,0.00013502271,0.00011033403,0.00007319329,0.18519832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991796,0.000024752666,0.0003285695,0.00019564219,0.00009746506,0.00017394133],"domain_scores_gemma":[0.99973273,0.000027591635,0.00003755218,0.00013335206,0.000032592343,0.000036154786],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002772705,0.0001421874,0.0002513022,0.000049301354,0.00007292329,0.00015352156,0.000104711224,0.00003643794,0.0021953464],"category_scores_gemma":[0.00015863402,0.00008478008,0.00011388531,0.00005338159,0.000065600085,0.00007248009,0.000026432135,0.00021304116,0.0009910238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022141714,0.000054260727,0.000024995636,0.0011767679,0.00004605221,0.00035007883,0.08271498,0.0000010966452,0.000024250032,0.4833717,0.25528562,0.17694795],"study_design_scores_gemma":[0.000036564874,0.000010678675,0.00007836164,0.0009417741,0.000016961521,0.000003017422,0.0009551049,0.000009135537,0.000005176385,0.0014180886,0.99639726,0.00012789076],"about_ca_topic_score_codex":0.00012816161,"about_ca_topic_score_gemma":0.0021088237,"teacher_disagreement_score":0.74111164,"about_ca_system_score_codex":0.000022509932,"about_ca_system_score_gemma":0.000012546929,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W4402497189","doi":"10.1111/raq.12976","title":"Cell Death in Crustacean Immune Defense","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Crustacean; Immune system; Biology; Aquaculture; Programmed cell death; Zoology; Microbiology; Immunology; Fishery; Fish ; Biochemistry; Apoptosis","score_opus":0.021536655051962915,"score_gpt":0.27273173504106973,"score_spread":0.25119507998910684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402497189","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11509587,0.87562495,0.000089771354,0.00033080063,0.0010626079,0.00096616126,0.00001727656,0.00012338425,0.00668917],"genre_scores_gemma":[0.8614786,0.0980586,0.00081323966,0.0006666135,0.000053434836,0.00023378822,0.00022803353,0.000088739645,0.038378898],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748534,0.0008230454,0.00070489297,0.00044719822,0.00003788283,0.00050163904],"domain_scores_gemma":[0.9993758,0.00009499954,0.0000781175,0.00041272497,0.000019766254,0.00001855939],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011228689,0.00031397023,0.00065368693,0.00025133675,0.000054310705,0.000037396112,0.0003252558,0.00044354599,0.001039924],"category_scores_gemma":[0.000118128664,0.00022779353,0.00022233748,0.00060428696,0.000049252292,0.00013113102,0.00009759005,0.0009442387,0.0076834653],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009972506,0.0002070635,0.00023350031,0.0006859906,0.00004242949,0.0003212156,0.0029641483,0.000005239379,0.9458179,0.013794013,0.019438341,0.01639044],"study_design_scores_gemma":[0.0006994501,0.000073448144,0.0003150483,0.0013604533,0.00003165492,0.00014593554,0.0002031457,0.000033402837,0.11380676,0.000600373,0.88238466,0.0003456494],"about_ca_topic_score_codex":0.0000957398,"about_ca_topic_score_gemma":0.000070975584,"teacher_disagreement_score":0.86294633,"about_ca_system_score_codex":0.00016941364,"about_ca_system_score_gemma":0.00007887605,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W4405823541","doi":"10.1111/raq.12998","title":"Environmental and Biological Factors of Relevance to Shellfish Production in Northern Ireland: Insights From 20 Years of Regional Monitoring Data","year":2024,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Agri-Food and Biosciences Institute; University of Aberdeen; Queen's University Belfast; Queen's University; Department of Agriculture, Environment and Rural Affairs, UK Government","keywords":"Shellfish; Aquaculture; Relevance (law); Fishery; Production (economics); Fish ; Biology; Aquatic animal; Political science","score_opus":0.04747658689816593,"score_gpt":0.28432570320715805,"score_spread":0.23684911630899214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405823541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750154,0.024265677,0.0000019515855,0.00014136522,0.000086170025,0.0002986732,0.00003466263,0.000006784922,0.0001493316],"genre_scores_gemma":[0.96947044,0.029676862,0.0005694623,0.000015178827,0.00007163712,0.000010902974,0.00006657218,0.00000628479,0.00011268523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887353,0.00006943096,0.00033720076,0.0004487483,0.00016543036,0.00010567376],"domain_scores_gemma":[0.99960566,0.000048079146,0.000065401786,0.00024433743,0.0000016966378,0.000034838078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015076098,0.00013104311,0.00030312256,0.000028482305,0.000016864318,0.000006882141,0.00021100978,0.000069518625,0.000043746928],"category_scores_gemma":[0.00010919945,0.00008493532,0.000039614544,0.00020440615,0.0001050557,0.00015036986,0.00033267253,0.00016043634,0.000029451581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137362695,0.00007885672,0.90142995,0.00006252827,0.000016593722,0.0000067133906,0.0034389836,0.000022873985,0.042643864,0.0000086654645,0.0014450491,0.050832197],"study_design_scores_gemma":[0.00007615474,0.000036218033,0.805363,0.00042383544,0.000011857688,0.0000013752118,0.00034406738,0.0000074777035,0.000752507,0.00015297058,0.19270055,0.00013000944],"about_ca_topic_score_codex":0.00028203745,"about_ca_topic_score_gemma":0.0017836182,"teacher_disagreement_score":0.19125551,"about_ca_system_score_codex":0.000057581543,"about_ca_system_score_gemma":0.0000027443234,"threshold_uncertainty_score":0.34635615},"labels":[],"label_agreement":null},{"id":"W4409163467","doi":"10.1111/raq.70020","title":"Antimicrobial Resistance in Malaysian Shrimp Aquaculture and Strategies to Reduce Its Occurrence","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bijzonder Onderzoeksfonds UGent; Vlaamse regering; Universiteit Gent; Government of the United Kingdom; Fonds Wetenschappelijk Onderzoek; Department of Health and Social Care; International Development Research Centre","keywords":"Aquaculture; Shrimp; Fishery; Antibiotic resistance; Antimicrobial; Business; Shrimp farming; Biotechnology; Biology; Fish ; Antibiotics; Microbiology","score_opus":0.01613095463809255,"score_gpt":0.29537470453897813,"score_spread":0.2792437499008856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409163467","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29451758,0.62710965,0.00019821634,0.011583675,0.0016747554,0.0076403245,0.00067624944,0.00026895618,0.05633059],"genre_scores_gemma":[0.9086985,0.033294134,0.0011862391,0.004950255,0.000073720264,0.00036840225,0.0009415988,0.000036948575,0.050450217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997439,0.00034457448,0.00072534283,0.0008400594,0.000043128475,0.000607874],"domain_scores_gemma":[0.99929595,0.000033529785,0.00015610416,0.00040081315,0.00006470941,0.00004887417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044682922,0.0004800087,0.0008224605,0.000284817,0.00013854945,0.00010439154,0.00052628026,0.0004109297,0.00014511599],"category_scores_gemma":[0.0001585613,0.00037058818,0.0001366945,0.0011825545,0.00012971832,0.0002838569,0.00023209034,0.00064529467,0.00042990077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034602708,0.00034994102,0.001985733,0.0017444765,0.00010458263,0.0000563945,0.0040984703,0.000009439856,0.41191497,0.025210708,0.54669994,0.007479288],"study_design_scores_gemma":[0.0013626193,0.00002428354,0.0059413738,0.0026693172,0.00007131564,0.000009609206,0.0008958635,5.026404e-7,0.0052215634,0.00019651202,0.9830939,0.0005131355],"about_ca_topic_score_codex":0.000035673336,"about_ca_topic_score_gemma":0.0014900002,"teacher_disagreement_score":0.6141809,"about_ca_system_score_codex":0.000099668505,"about_ca_system_score_gemma":0.00007933063,"threshold_uncertainty_score":0.9998746},"labels":[],"label_agreement":null},{"id":"W4411347180","doi":"10.1111/raq.70050","title":"Response to Stige LC, Vollset KW, Diserud O, et al. ‘Comment on Van Nes, Imsland and Jones “Salmon Lice Biology, Environmental Factors, and Smolt Behaviour With Implications for the Norwegian Salmon Farming Management System: A Critical Review”’","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Biology; Food science","score_opus":0.017053974389976027,"score_gpt":0.29258711155180867,"score_spread":0.27553313716183264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411347180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5889767,0.10773614,0.0050053694,0.25043905,0.00068903796,0.03549104,0.0014724744,0.0002858127,0.009904376],"genre_scores_gemma":[0.6552008,0.22314337,0.0037537497,0.10574038,0.00004765848,0.0073237424,0.00042420896,0.00008885597,0.00427727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976417,0.00045930856,0.0005004477,0.0007909552,0.0001444997,0.00046311694],"domain_scores_gemma":[0.9980876,0.0011294355,0.00015675637,0.0004936645,0.0000074160844,0.00012516805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012875496,0.0004296817,0.00060396333,0.00008201124,0.00055261777,0.00005789736,0.00035502663,0.000107400454,0.000010904509],"category_scores_gemma":[0.00039393126,0.0002556679,0.00008875355,0.0003015187,0.0002895803,0.0001333759,0.00057975936,0.00025821396,0.000023948163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005051742,0.00038431972,0.42762098,0.0012122921,0.00014834371,0.00001062968,0.0011493997,0.000013306271,0.0003101085,0.0026494076,0.562161,0.004289666],"study_design_scores_gemma":[0.0002822465,0.00015443873,0.44963223,0.0009223601,0.00022098764,0.000004575799,0.0011362155,0.000005904753,0.0000077161185,0.000041962096,0.54752046,0.00007090926],"about_ca_topic_score_codex":0.000044345517,"about_ca_topic_score_gemma":0.0004112686,"teacher_disagreement_score":0.14469866,"about_ca_system_score_codex":0.00022095152,"about_ca_system_score_gemma":0.0000047491285,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4412849321","doi":"10.1111/raq.70071","title":"The Local Turn in a Global Sea: Identifying Sustainability Trade‐Offs in Regionalized Marine Aquaculture Systems","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"Forschungsinstitut für Nachhaltigkeit, Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Horizon 2020 Framework Programme; National Institute of Food and Agriculture; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Xunta de Galicia; European Commission; Ocean Frontier Institute; U.S. Department of Agriculture","keywords":"Aquaculture; Sustainability; Fishery; Business; Mariculture; Environmental resource management; Environmental science; Ecology; Biology; Fish ","score_opus":0.016211351324286923,"score_gpt":0.30695861506453026,"score_spread":0.29074726374024334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412849321","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14993961,0.4594423,0.0013574029,0.07608796,0.0025025625,0.02531218,0.00009594232,0.0004070944,0.28485495],"genre_scores_gemma":[0.9527169,0.033055607,0.00026288102,0.0013535346,0.00010123325,0.0010458747,0.0000751535,0.000026848627,0.011361978],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592763,0.00085791247,0.0011935472,0.0008088115,0.0004634855,0.000748595],"domain_scores_gemma":[0.99898213,0.00013214831,0.00023168363,0.0005509366,0.000025799583,0.00007728642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002010749,0.00048606622,0.00092897756,0.00005556565,0.00023383154,0.00012990153,0.00074549386,0.00028444955,0.00007806204],"category_scores_gemma":[0.0007063104,0.00027886705,0.00028752096,0.0023364364,0.00039717418,0.00025305594,0.0007148433,0.0007839291,0.00005694148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013360188,0.0003483072,0.8213915,0.0011204301,0.00004436588,0.00012440898,0.0016414699,0.00046822333,0.000043530796,0.01205523,0.05094607,0.11168283],"study_design_scores_gemma":[0.0008943092,0.000016689095,0.2987608,0.0006022303,0.000023941458,0.000013576598,0.0018495199,0.00036382806,0.0000040671953,0.0043834057,0.6927774,0.00031023414],"about_ca_topic_score_codex":0.0058339033,"about_ca_topic_score_gemma":0.052488357,"teacher_disagreement_score":0.8027773,"about_ca_system_score_codex":0.0019687368,"about_ca_system_score_gemma":0.000055861383,"threshold_uncertainty_score":0.9999663},"labels":[],"label_agreement":null},{"id":"W4413900599","doi":"10.1111/raq.70085","title":"Status of Red Swamp Crayfish Aquaculture and Genetic Improvement in China","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"Temasek Life Sciences Laboratory","keywords":"Crayfish; Aquaculture; Swamp; Fishery; Shellfish; China; Procambarus clarkii; Biology; Aquatic animal; Geography; Ecology; Fish ","score_opus":0.010694109801401152,"score_gpt":0.26516298517439885,"score_spread":0.25446887537299767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413900599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720695,0.015910497,0.000018576362,0.0007511488,0.000098932804,0.00093731517,0.000010964578,0.000010059199,0.010193032],"genre_scores_gemma":[0.93405765,0.059510946,0.0019071818,0.0009969315,0.00001682212,0.00010141326,0.00002782355,0.0000090307485,0.003372216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861884,0.00013641307,0.00047624065,0.00035396664,0.00006547691,0.00034905656],"domain_scores_gemma":[0.99958515,0.000021983209,0.00012243046,0.0002128695,0.0000038189282,0.000053753145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026515967,0.00016592715,0.00042936308,0.00004585526,0.000037138838,0.000006401582,0.00016456348,0.00021188114,0.0005842846],"category_scores_gemma":[0.0001307006,0.00011752748,0.00005563823,0.00040064414,0.00015012604,0.000057890178,0.00016996343,0.00026408612,0.00003607874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038702023,0.00017900729,0.893167,0.00021554009,0.000012366745,0.000014501551,0.001063131,0.0000703756,0.023613187,0.00020580496,0.018973377,0.062447015],"study_design_scores_gemma":[0.00046510552,0.00006688061,0.751548,0.000116926145,0.00001166201,0.0000027441217,0.00010704934,0.00003722252,0.00029885626,0.00061784755,0.24661173,0.000116009775],"about_ca_topic_score_codex":0.00029948502,"about_ca_topic_score_gemma":0.0045586787,"teacher_disagreement_score":0.22763835,"about_ca_system_score_codex":0.00015012684,"about_ca_system_score_gemma":0.0000113846145,"threshold_uncertainty_score":0.63975066},"labels":[],"label_agreement":null},{"id":"W4416158286","doi":"10.1111/raq.70114","title":"Maladaptation to Climate Change Poses a Threat to Future Aquaculture Production","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"UK Research and Innovation","keywords":"Maladaptation; Climate change; Aquaculture; Adaptation (eye); Sustainability; Production (economics); Adaptive capacity; Action (physics)","score_opus":0.02814845181871076,"score_gpt":0.3070983193526807,"score_spread":0.27894986753396994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416158286","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19219497,0.076154254,0.0011332973,0.29800364,0.006276883,0.034576785,0.00016534397,0.0009836023,0.3905112],"genre_scores_gemma":[0.52002436,0.15622428,0.068512045,0.10303007,0.0085042035,0.013863268,0.00062265,0.00028076692,0.12893838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767584,0.00015739237,0.00052800146,0.0008180094,0.0003089727,0.0005118169],"domain_scores_gemma":[0.9992668,0.0000122805195,0.00011688471,0.0004290856,0.000035071473,0.00013985208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052755047,0.0004182391,0.00056850835,0.00010509601,0.00023821829,0.00007257906,0.00036284808,0.00017240869,0.00029760718],"category_scores_gemma":[0.00020451614,0.00027443172,0.00017504295,0.0018669149,0.000042217165,0.00040324405,0.00038842869,0.00029953438,0.001490714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011589824,0.0003183523,0.03910328,0.00059923495,0.000043068983,0.000015557078,0.020053618,0.00015904178,0.010460796,0.0056943293,0.5361825,0.38725427],"study_design_scores_gemma":[0.0001556574,0.0000615215,0.09372802,0.0005512018,0.000040337156,0.0000049962723,0.0012877829,0.000004787489,0.0002514518,0.000235583,0.9033479,0.00033074597],"about_ca_topic_score_codex":0.00023038611,"about_ca_topic_score_gemma":0.004749406,"teacher_disagreement_score":0.38692352,"about_ca_system_score_codex":0.0002387985,"about_ca_system_score_gemma":0.000008469672,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W7117453019","doi":"10.1111/raq.70121","title":"The Current State of Research on Pejerrey ( Odontesthes bonariensis ) Physiology and Challenges for Aquaculture Development","year":2025,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Japan International Cooperation Agency; Fondo para la Investigación Científica y Tecnológica; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Aquaculture; Broodstock; Euryhaline; Thriving; Overexploitation; CITES","score_opus":0.08683294554880129,"score_gpt":0.37848278565789567,"score_spread":0.2916498401090944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117453019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33963472,0.65490603,0.00003763617,0.002189181,0.00022878921,0.0016802785,0.000017289074,0.000008277544,0.0012978005],"genre_scores_gemma":[0.15699261,0.8346686,0.0010802409,0.00039916718,0.00022082531,0.00062277546,0.00011621605,0.000024085084,0.0058755325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980613,0.00047314697,0.0004367258,0.0005460092,0.00011972784,0.00036310658],"domain_scores_gemma":[0.9988025,0.00032750668,0.00016026234,0.00043067365,0.00023278537,0.000046311427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017994142,0.0002192023,0.00040226826,0.00006228277,0.00021317774,0.0000171729,0.00028897976,0.00013094081,4.944962e-7],"category_scores_gemma":[0.0026676008,0.00011883897,0.000094690025,0.0001873925,0.00041901198,0.0000049968567,0.00012422744,0.00030889985,0.000004530931],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022817287,0.00035124915,0.0005938868,0.0011619005,0.00016346619,7.3149334e-7,0.00201297,0.0000051807783,0.15640704,0.006150922,0.040186055,0.79273844],"study_design_scores_gemma":[0.0002800106,0.00024901243,0.013837668,0.00030428063,0.000008559416,0.0000020566079,0.00031213905,0.0000015773019,0.05902963,0.0015431973,0.9243708,0.00006101339],"about_ca_topic_score_codex":0.0000016337254,"about_ca_topic_score_gemma":0.00009007876,"teacher_disagreement_score":0.8841848,"about_ca_system_score_codex":0.00002468791,"about_ca_system_score_gemma":0.0001092534,"threshold_uncertainty_score":0.48461127},"labels":[],"label_agreement":null}]}