{"meta":{"query_hash":"23f09f42d2b3","filters":{"venue":"Aquaculture Fish and Fisheries"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/23f09f42d2b3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Aquaculture+Fish+and+Fisheries"},"results":[{"id":"W4327604725","doi":"10.1002/aff2.95","title":"Fisheries in a border area of the Moxos Lowlands (Bolivia) after invasion of <i>Arapaima gigas</i>","year":2023,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"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","funders":"International Development Research Centre; Wildlife Conservation Society; Global Affairs Canada; Gordon and Betty Moore Foundation","keywords":"Livelihood; Fishery; Geography; Habitat; Indigenous; Ecology; Agriculture; Biology","score_opus":0.012997992680170512,"score_gpt":0.2186015987903338,"score_spread":0.2056036061101633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327604725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999759,0.000021215932,0.0000057649236,0.000011384501,5.9120026e-7,0.0000055884834,0.000041816045,4.1849876e-7,0.00015419096],"genre_scores_gemma":[0.9995012,0.000042303738,0.000043593733,0.000017289562,8.355851e-7,0.000010242232,0.00009765795,5.366479e-7,0.0002862948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988115,0.000029031531,0.0000061739647,0.000022007556,0.000009641652,0.000051928477],"domain_scores_gemma":[0.9997955,0.000026234511,0.000090458365,0.000011171763,0.00002946454,0.00004726123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028722928,0.00014865154,0.0001593214,0.00047450612,0.00065492437,0.0004921265,0.00032994853,0.00024758128,0.0012081974],"category_scores_gemma":[0.000561835,0.0001300921,0.00017069561,0.0005447808,0.00042381018,0.000263398,0.00075257896,0.00027890044,0.00008928946],"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":[0.00011347757,0.0000859335,0.9916427,0.000027420512,0.000032792337,0.0008004749,0.0027560447,0.000096449075,0.0013735973,0.00006180899,0.00013143633,0.0028778578],"study_design_scores_gemma":[0.000004025416,0.000036124104,0.9966865,0.000010112986,0.000005083975,0.00007022254,0.0028905456,0.000071481605,0.0000422369,0.000010779271,0.00017146778,0.0000014858783],"about_ca_topic_score_codex":0.19329709,"about_ca_topic_score_gemma":0.31358266,"teacher_disagreement_score":0.19329709,"about_ca_system_score_codex":0.0015799393,"about_ca_system_score_gemma":0.00047533613,"threshold_uncertainty_score":0.38434392},"labels":[],"label_agreement":null},{"id":"W4362699649","doi":"10.1002/aff2.107","title":"How ocean warming and acidification affect the life cycle of six worldwide commercialised sea urchin species: A review","year":2023,"lang":"en","type":"review","venue":"Aquaculture Fish and Fisheries","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":11,"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 du Québec à Rimouski","funders":"Université de Bretagne Occidentale","keywords":"Paracentrotus lividus; Strongylocentrotus droebachiensis; Strongylocentrotus purpuratus; Sea urchin; Ocean acidification; Biology; Fishery; Ecology; Climate change; Global warming; Effects of global warming on oceans; Arctic; Environmental change; Habitat; Geography","score_opus":0.049245894391167916,"score_gpt":0.2733953808394323,"score_spread":0.2241494864482644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362699649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012532221,0.9980136,0.00007579478,0.0001328612,0.000070864226,0.000006319325,0.000087946624,0.0000061616342,0.00035312516],"genre_scores_gemma":[0.005939738,0.9934994,0.00014499869,0.000110545196,0.0000686,0.000008922071,0.000087561435,0.0000014448505,0.00013876625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997689,0.00003945571,0.000079963494,0.00004822303,0.000046263525,0.000017194172],"domain_scores_gemma":[0.9990854,0.00046034376,0.0002495,0.000016127662,0.00015351195,0.00003500583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005662533,0.0006666848,0.0009917954,0.0027108663,0.00024530818,0.0010072629,0.00051125913,0.0006062883,0.0017302445],"category_scores_gemma":[0.0014260563,0.00026138662,0.000976911,0.0026651109,0.00023544587,0.00080688053,0.0005273857,0.00040031216,0.00027732676],"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":[0.00018056242,0.00007249717,0.0062192203,0.18398193,0.0012136442,0.00031979213,0.00048798087,0.0009165825,0.002351043,0.0010909785,0.013741758,0.789424],"study_design_scores_gemma":[0.000028940893,0.00071734923,0.04561415,0.065467834,0.0069407066,0.0021700435,0.0008370772,0.00041528352,0.0017135373,0.0012304585,0.87476754,0.000097024626],"about_ca_topic_score_codex":0.0039562564,"about_ca_topic_score_gemma":0.0055472204,"teacher_disagreement_score":0.0039562564,"about_ca_system_score_codex":0.00038925675,"about_ca_system_score_gemma":0.0013652978,"threshold_uncertainty_score":0.007866442},"labels":[],"label_agreement":null},{"id":"W4386522329","doi":"10.1002/aff2.129","title":"Youth recruitment and retainment in small‐scale fisheries: Factors influencing succession and participation decisions in Cameroon","year":2023,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Coral and Marine Ecosystems Studies","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 Guelph","funders":"","keywords":"Fishing; Climate change; Business; Scale (ratio); Ecological succession; Adaptive capacity; Fishery; Environmental resource management; Geography; Economics; Ecology","score_opus":0.05639053369433103,"score_gpt":0.2566875922628696,"score_spread":0.20029705856853855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386522329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99972755,0.000036587535,0.00001692653,0.0000393309,0.0000015928299,0.0000037582292,0.000029630506,2.1577794e-7,0.0001444696],"genre_scores_gemma":[0.9997539,0.000047731777,0.000027889162,0.000008021652,9.0004386e-7,0.0000050237963,0.00002543501,1.90769e-7,0.00013086946],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9994894,0.00016954863,0.00003105837,0.000054314758,0.000035162717,0.00022039622],"domain_scores_gemma":[0.99886763,0.00024856438,0.0003487015,0.000025332805,0.00009562214,0.00041421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013883243,0.0002794919,0.00016082359,0.0005869905,0.0010946273,0.0007786523,0.00027387124,0.0002627912,0.0030917607],"category_scores_gemma":[0.001704423,0.00017512264,0.00032343247,0.00050108135,0.0005452343,0.00044063947,0.0008817964,0.0004892535,0.00013233504],"study_design_candidate":"qualitative","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":[0.000031335356,0.00008184157,0.9936056,0.000015808711,0.0000060102407,0.00014326419,0.0034564342,0.000037198744,0.000102613376,0.00009226564,0.00009977245,0.0023278892],"study_design_scores_gemma":[0.000001996658,0.00005925273,0.9827753,0.00003943328,0.0000072847733,0.00005494089,0.01638403,0.0002613251,0.0000653754,0.000045654273,0.0003018247,0.0000036672996],"about_ca_topic_score_codex":0.06099589,"about_ca_topic_score_gemma":0.1279289,"teacher_disagreement_score":0.06099589,"about_ca_system_score_codex":0.0012560136,"about_ca_system_score_gemma":0.0013247429,"threshold_uncertainty_score":0.12128168},"labels":[],"label_agreement":null},{"id":"W4387976049","doi":"10.1002/aff2.134","title":"Biotic influences on drift behaviour of larval white sturgeon (<i>Acipenser transmontanus</i>)","year":2023,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of British Columbia; University of British Columbia","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Sturgeon; Larva; Biology; Acipenser; Ecology; Habitat; Mesocosm; Lake sturgeon; Zoology; Fishery; Fish <Actinopterygii>; Nutrient","score_opus":0.009653770244690881,"score_gpt":0.20890811731787737,"score_spread":0.19925434707318648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387976049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996661,0.000031039577,0.000031703923,0.0000061225333,0.0000013372824,0.0000024226904,0.000046927,0.000003579043,0.0002108434],"genre_scores_gemma":[0.99938834,0.00003245111,0.00010998786,0.00001858961,0.000001712288,0.000008831786,0.00014796123,0.0000027884398,0.0002893356],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99995303,0.000010091501,0.0000043267573,0.000013597911,0.000010615626,0.000008327399],"domain_scores_gemma":[0.9997942,0.00003083183,0.00008506223,0.000008354216,0.000034363366,0.000047247013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015517802,0.00024687368,0.00014968847,0.00030934685,0.00023793409,0.00023987136,0.000097447315,0.0001577052,0.001111179],"category_scores_gemma":[0.00024685977,0.000134096,0.0001629196,0.000099537625,0.00018469914,0.0001665986,0.00026434343,0.00024140652,0.00017056674],"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":[0.0008142436,0.00013951889,0.27475774,0.00008790061,0.00007436765,0.00020605461,0.0004206891,0.00041554708,0.71449083,0.00006480915,0.00024165721,0.008286637],"study_design_scores_gemma":[0.0000053857975,0.00047091694,0.9931034,0.000004979434,0.000017539562,0.00005397416,0.00012815165,0.00034402995,0.0057208715,0.000011261616,0.00013470917,0.0000048474235],"about_ca_topic_score_codex":0.0043509253,"about_ca_topic_score_gemma":0.016032562,"teacher_disagreement_score":0.0043509253,"about_ca_system_score_codex":0.00046993527,"about_ca_system_score_gemma":0.00017589578,"threshold_uncertainty_score":0.008651197},"labels":[],"label_agreement":null},{"id":"W4390236446","doi":"10.1002/aff2.149","title":"Does chronic exposure to moderate hypoxia affect growth, physiological and oxidative stress biomarkers in adult spotted wolffish ( <i>Anarhichas minor</i> ) and the hybrid <i>A. minor × A. lupus</i> ?","year":2023,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Biodome; Fisheries and Oceans Canada; Université du Québec à Rimouski; Espace pour la vie","funders":"Fisheries and Oceans Canada; Université du Québec à Rimouski","keywords":"Biology; Citrate synthase; Lactate dehydrogenase; Oxidative stress; TBARS; Glutathione reductase; Hypoxia (environmental); Pyruvate kinase; Fish physiology; Catalase; Anaerobic exercise; Endocrinology; Animal science; Internal medicine; Lipid peroxidation; Biochemistry; Glutathione peroxidase; Metabolism; Physiology; Enzyme; Chemistry; Glycolysis; Fishery; Medicine; Oxygen","score_opus":0.00891422378307526,"score_gpt":0.19824991612576534,"score_spread":0.18933569234269007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390236446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9998,0.000043486827,0.000034752487,0.000008929332,0.0000021867581,0.0000020026519,0.000035140016,9.780832e-7,0.00007252551],"genre_scores_gemma":[0.99915814,0.000062532505,0.00007271095,0.00003252145,0.0000026732937,0.000011924161,0.00014986953,0.0000010427009,0.0005086022],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999515,0.000004882777,0.0000045895704,0.000019280842,0.000008350106,0.000011306305],"domain_scores_gemma":[0.9998696,0.0000060976954,0.000057749137,0.000009875267,0.000016554117,0.000040107738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007454684,0.00016782516,0.00017098345,0.00010054473,0.00015866103,0.00022576415,0.00011286839,0.00021517149,0.00084935647],"category_scores_gemma":[0.00008862178,0.000107686064,0.00017938696,0.00007077304,0.00022285387,0.00016471183,0.00021120964,0.0002788893,0.00011051292],"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":[0.0021545151,0.00031403636,0.08189469,0.00006995213,0.000060197362,0.00013048518,0.00016513003,0.000064919936,0.9117731,0.000022239192,0.0000766924,0.0032739635],"study_design_scores_gemma":[0.000036399,0.005592854,0.93014807,0.000009583125,0.00007776318,0.00031671976,0.0005269058,0.00024309185,0.062411204,0.000040666357,0.0005855998,0.000011101428],"about_ca_topic_score_codex":0.0018327807,"about_ca_topic_score_gemma":0.0030413058,"teacher_disagreement_score":0.0018327807,"about_ca_system_score_codex":0.00016662783,"about_ca_system_score_gemma":0.00011967387,"threshold_uncertainty_score":0.003644228},"labels":[],"label_agreement":null},{"id":"W4393987707","doi":"10.1002/aff2.161","title":"Lobster quality indicators for grading","year":2024,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Marine and fisheries research","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":"Nova Scotia Department of Agriculture; Fisheries and Oceans Canada; Memorial University of Newfoundland; Université Sainte-Anne","funders":"","keywords":"Grading (engineering); Environmental science; Engineering; Civil engineering","score_opus":0.0220287527611884,"score_gpt":0.2823778567261306,"score_spread":0.2603491039649422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393987707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85826916,0.0014158773,0.05755672,0.00032252498,0.00020455815,0.0031598278,0.01508602,0.0011688793,0.06281647],"genre_scores_gemma":[0.8621184,0.0006285346,0.09668766,0.00017761259,0.000047934205,0.0018164233,0.01650888,0.00013417519,0.02188036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981232,0.00040703051,0.00029090684,0.00031516864,0.0007203077,0.00014328737],"domain_scores_gemma":[0.99643046,0.00039417058,0.0014645256,0.00032424115,0.0011873235,0.0001992985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028402912,0.0007909521,0.00045574404,0.0028672377,0.00048047968,0.0013679614,0.0009753364,0.00036116046,0.012211606],"category_scores_gemma":[0.0043770447,0.0002536178,0.00085858355,0.0020257893,0.00041357425,0.00063764566,0.0011236373,0.00062527426,0.0028100477],"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":[0.0018279369,0.0005329161,0.72002786,0.000793705,0.00028045557,0.0002728313,0.00088845566,0.00817895,0.036321264,0.0019849166,0.012729035,0.21616164],"study_design_scores_gemma":[0.000060418904,0.0017778936,0.9407723,0.00025878032,0.00012789718,0.00026327246,0.0010800777,0.012940925,0.014443061,0.00061192375,0.02758909,0.00007430602],"about_ca_topic_score_codex":0.011065072,"about_ca_topic_score_gemma":0.02338483,"teacher_disagreement_score":0.012211606,"about_ca_system_score_codex":0.0017814991,"about_ca_system_score_gemma":0.0007765563,"threshold_uncertainty_score":0.04085183},"labels":[],"label_agreement":null},{"id":"W4399749557","doi":"10.1002/aff2.181","title":"Body size and condition, age and catch‐and‐release injury of ice‐angled cisco ( <i>Coregonus artedi</i> ) from four connected lakes in Saskatchewan, Canada","year":2024,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Fishery; Coregonus; Geography; Recreational fishing; Fish <Actinopterygii>; Demography; Biology","score_opus":0.004188907607700327,"score_gpt":0.18216424806215908,"score_spread":0.17797534045445876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399749557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99915695,0.000031222102,0.000033446566,0.0000120050345,0.0000010766298,0.000012587181,0.0004253428,0.0000019184035,0.00032536685],"genre_scores_gemma":[0.9985701,0.000060564013,0.00015550246,0.000032782664,9.2646184e-7,0.00001809911,0.0006270815,0.0000018452555,0.00053308054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99972683,0.000020315365,0.000025573347,0.00006449785,0.000070098344,0.00009269727],"domain_scores_gemma":[0.99914765,0.0000628426,0.00015799381,0.000034200963,0.00039892137,0.00019845326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032269975,0.00040869947,0.00031752212,0.0011599743,0.0020425539,0.00080809166,0.00060386845,0.0003613762,0.0014704367],"category_scores_gemma":[0.00058584363,0.00033768648,0.00032159104,0.0016785724,0.0009022196,0.00031692267,0.0008157631,0.00029157984,0.00029652368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029519604,0.000012385191,0.99708635,0.000010735737,0.000026578531,0.000060966817,0.00057750463,0.000054935816,0.0009517539,0.000009814793,0.00013598197,0.0010434571],"study_design_scores_gemma":[0.0000014989355,0.000010689932,0.99830186,0.0000064026985,0.000007935345,0.000023868357,0.0013422432,0.000093376235,0.000085215914,0.000003227121,0.000120944474,0.000002716314],"about_ca_topic_score_codex":0.9448502,"about_ca_topic_score_gemma":0.99020267,"teacher_disagreement_score":0.055149794,"about_ca_system_score_codex":0.0077739647,"about_ca_system_score_gemma":0.005341763,"threshold_uncertainty_score":0.1109491},"labels":[],"label_agreement":null},{"id":"W4404753859","doi":"10.1002/aff2.70021","title":"Increased Liver Size and Dysfunction, Ionoregulatory Disturbance and Opportunistic Infections in Atlantic Salmon ( <i>Salmo salar</i> ) at Low Temperatures: A Case Study","year":2024,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cooke Aquaculture (Canada); Carleton University; University of British Columbia; Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Salmo; Disturbance (geology); Ecology; Biology; Zoology; Fishery; Fish <Actinopterygii>","score_opus":0.006767023077839809,"score_gpt":0.19607674299091346,"score_spread":0.18930971991307366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404753859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981583,0.00040253092,0.00023608709,0.00016419345,0.000017418159,0.000029443514,0.00004064639,0.0000075762655,0.0009438747],"genre_scores_gemma":[0.99907047,0.00032642306,0.00013353734,0.000087896384,0.00004409843,0.000006270691,0.000036369605,0.0000027496044,0.0002922005],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9997063,0.00003436667,0.000034521843,0.00006725627,0.00004503219,0.00011245445],"domain_scores_gemma":[0.9996069,0.00005545395,0.00009681759,0.000022922492,0.00003907191,0.00017890001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033565224,0.00095730624,0.00045674958,0.0013152356,0.0014735718,0.0007272925,0.00045853402,0.0015642479,0.001120696],"category_scores_gemma":[0.00069545215,0.0005337585,0.0006643799,0.00061413087,0.0012760905,0.000595876,0.0009003982,0.00092962454,0.00034439634],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002145144,0.00016080626,0.22822127,0.00009888937,0.000055486944,0.7603228,0.0022362997,0.00009600669,0.0054553524,0.00015099379,0.0003375215,0.0026500856],"study_design_scores_gemma":[0.000016268314,0.0008671855,0.18740213,0.00005040388,0.00005557476,0.8055248,0.0031019382,0.00038288446,0.0013778852,0.00013752222,0.0010454853,0.000037877737],"about_ca_topic_score_codex":0.007908279,"about_ca_topic_score_gemma":0.009525045,"teacher_disagreement_score":0.007908279,"about_ca_system_score_codex":0.0008282441,"about_ca_system_score_gemma":0.00041133567,"threshold_uncertainty_score":0.01572448},"labels":[],"label_agreement":null},{"id":"W4410780185","doi":"10.1002/aff2.70071","title":"Spatial and Temporal Variation in the Life‐History Traits of Yellow Perch ( <i>Perca flavescens</i> ) in the Canadian Waters of Lake Huron","year":2025,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Regina","funders":"University of Regina; Bruce Power; Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Perch; Fishery; Variation (astronomy); Spatial variability; Geography; Oceanography; Biology; Fish <Actinopterygii>; Geology; Statistics; Mathematics","score_opus":0.008143111771927315,"score_gpt":0.18058238498675416,"score_spread":0.17243927321482685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410780185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99887055,0.00006710455,0.000040743027,0.00003161091,0.0000017887548,0.0000039207807,0.00050002645,0.0000034889974,0.00048086885],"genre_scores_gemma":[0.9991627,0.000039200746,0.00007417332,0.00001320724,0.000001148628,0.0000049033583,0.00042043452,0.0000014412809,0.0002827268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979097,0.00001292944,0.000009050442,0.00005553556,0.000068889996,0.00006264376],"domain_scores_gemma":[0.99923515,0.000053516724,0.00017411435,0.000025957648,0.0003513304,0.00015993485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024563188,0.0001678722,0.00018708521,0.00087378675,0.001144216,0.0004756656,0.00039600363,0.00023570617,0.0008035536],"category_scores_gemma":[0.0006034732,0.00016038699,0.0002729123,0.0012231645,0.00044264318,0.00020202059,0.0004905709,0.00021148934,0.00008462959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045893114,0.000007056042,0.9945697,0.00001390697,0.000039488757,0.000052047122,0.000726049,0.00009946378,0.0018076625,0.00003644438,0.0003092913,0.0022928456],"study_design_scores_gemma":[4.0245789e-7,0.0000021844778,0.9995235,0.0000018633474,0.000002924981,0.000006871566,0.00026783472,0.000053498792,0.00002205891,0.0000020318685,0.00011524,0.0000015661551],"about_ca_topic_score_codex":0.9385873,"about_ca_topic_score_gemma":0.9819942,"teacher_disagreement_score":0.061412692,"about_ca_system_score_codex":0.0052448637,"about_ca_system_score_gemma":0.0031227623,"threshold_uncertainty_score":0.12354869},"labels":[],"label_agreement":null},{"id":"W4412098625","doi":"10.1002/aff2.70079","title":"Pathogens From Salmon Aquaculture in Relation to Conservation of Wild Pacific Salmon in Canada: An Alternative Perspective","year":2025,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"","keywords":"Aquaculture; Fishery; Perspective (graphical); Relation (database); Fish <Actinopterygii>; Biology; Geography","score_opus":0.007933015943941009,"score_gpt":0.20649597355872784,"score_spread":0.19856295761478684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412098625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69356084,0.11683682,0.0017907033,0.13167718,0.000765495,0.00012538585,0.002216117,0.000034183486,0.052993312],"genre_scores_gemma":[0.9700665,0.022278123,0.0006959663,0.0044114096,0.00020621832,0.000015117464,0.00018807467,0.0000034421266,0.0021351383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853814,0.00034559646,0.00008938757,0.00017260216,0.0005207044,0.00033360007],"domain_scores_gemma":[0.9931103,0.0016240985,0.001222273,0.0000966353,0.0031997648,0.0007469534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021855265,0.00035224768,0.00037678675,0.0021559915,0.0021291727,0.0036431833,0.0012674025,0.001190787,0.0024309924],"category_scores_gemma":[0.005778304,0.00012965196,0.00038358677,0.0032521358,0.0035723553,0.00089315034,0.0012231854,0.0014584034,0.00006613635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055795803,0.00015752854,0.8382732,0.0037283523,0.0005600206,0.0018627838,0.00907799,0.0026178402,0.0018694788,0.0227431,0.013579307,0.10497228],"study_design_scores_gemma":[0.000046550424,0.00037014525,0.91465497,0.0031512,0.00078180054,0.0005584887,0.037509296,0.0022610081,0.00092071627,0.006861269,0.032785546,0.00009907127],"about_ca_topic_score_codex":0.97041,"about_ca_topic_score_gemma":0.98144823,"teacher_disagreement_score":0.02959001,"about_ca_system_score_codex":0.025149526,"about_ca_system_score_gemma":0.036519896,"threshold_uncertainty_score":0.18247342},"labels":[],"label_agreement":null},{"id":"W4415233767","doi":"10.1002/aff2.70122","title":"Evaluation of Nutrient Flow Through and Media‐Bed Aquaponic Systems","year":2025,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Alberta Agricultural Research Institute","keywords":"Aquaponics; Nutrient; Nitrate; Biomass (ecology); Water quality; Hydroponics","score_opus":0.028399996201920484,"score_gpt":0.24619139426335301,"score_spread":0.21779139806143252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415233767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966292,0.000135161,0.0025064738,0.0000147631345,0.0000127378125,0.00003482751,0.00011343889,0.00007260788,0.0004807856],"genre_scores_gemma":[0.9948809,0.00012215566,0.003799225,0.000017383067,0.0000041728313,0.00003571144,0.00022419896,0.000012052801,0.0009042175],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997559,0.00003215477,0.000018822457,0.00006570666,0.000094525516,0.000032865693],"domain_scores_gemma":[0.99983454,0.00002624009,0.000027232785,0.000008494677,0.00007364376,0.000029874558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003090706,0.0004156772,0.00032782048,0.00029090373,0.00026496087,0.00052508136,0.00047153406,0.0002236506,0.00095013826],"category_scores_gemma":[0.00038076992,0.00009335811,0.00021377948,0.00020920979,0.0001888675,0.0005048693,0.00040464595,0.00016234507,0.0001543884],"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":[0.0007799871,0.00013953012,0.0040731053,0.00016688312,0.00002939239,0.00008008951,0.00004549661,0.0016844524,0.97811186,0.000048820097,0.00009390848,0.014746584],"study_design_scores_gemma":[0.00006299022,0.0035975394,0.026989292,0.00002270158,0.00013127452,0.00026539987,0.00019070551,0.018995013,0.9456559,0.000048219285,0.004003337,0.00003766519],"about_ca_topic_score_codex":0.004621836,"about_ca_topic_score_gemma":0.0054386407,"teacher_disagreement_score":0.004621836,"about_ca_system_score_codex":0.00072041876,"about_ca_system_score_gemma":0.00031090263,"threshold_uncertainty_score":0.009189844},"labels":[],"label_agreement":null}]}