{"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313277,0.000037993304,8.979824e-7,0.0030141224,0.0001397918,0.00023350264,0.00008247595,0.000027323767,0.0033311485],"genre_scores_gemma":[0.996557,0.00013513504,0.00006109073,0.000989502,0.000018612194,0.000066310124,0.000023623954,0.000011112501,0.0021376119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998889,0.000068686815,0.00031008795,0.00028592514,0.00016127693,0.00028499542],"domain_scores_gemma":[0.99952585,0.000060905535,0.00011092956,0.00023624212,0.00001690467,0.000049200713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016597792,0.00017894119,0.00029951183,0.000033724013,0.000081856444,0.000018197956,0.00023477653,0.00022209711,0.0010467158],"category_scores_gemma":[0.00008985005,0.00011400529,0.00008462066,0.00048509325,0.00086258334,0.00020692863,0.00027510236,0.00017541452,0.000010099573],"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":[0.000069486385,0.00006846249,0.9654928,0.00003054995,0.000007879227,0.0000067848923,0.0017220364,0.0000025634922,0.007115348,0.0000037031002,0.024455575,0.0010248141],"study_design_scores_gemma":[0.0003435367,0.00013840757,0.97189444,0.000029741146,0.000018367627,0.000006805759,0.0007675,0.00003256939,0.002425838,0.00017982839,0.024020823,0.00014213665],"about_ca_topic_score_codex":0.0003191904,"about_ca_topic_score_gemma":0.009830614,"teacher_disagreement_score":0.009511423,"about_ca_system_score_codex":0.0000201302,"about_ca_system_score_gemma":0.0000115466555,"threshold_uncertainty_score":0.9998665},"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":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030457284,0.99023736,0.000003478316,0.006659254,0.00016222215,0.0011339632,0.0008411192,0.000066638815,0.0005913944],"genre_scores_gemma":[0.000631358,0.995417,0.00004109707,0.0009220355,0.00020630934,0.000008823811,0.0009978188,0.000017803546,0.0017577298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979367,0.0005999558,0.00048364938,0.0004267428,0.0002799479,0.00027295217],"domain_scores_gemma":[0.9977314,0.0011681576,0.0005098416,0.0003668522,0.000056954126,0.0001667898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070501526,0.00041338286,0.0012246687,0.00008746386,0.0003748716,0.000318699,0.00034499145,0.00019808828,0.00010205495],"category_scores_gemma":[0.00085232983,0.00021691145,0.00024384602,0.00058234856,0.00042463918,0.00023927739,0.0000387816,0.00036082932,0.000012478554],"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":[0.000027833605,0.00001588272,0.0014811349,0.044615835,0.00023756575,0.000008008743,0.0006487292,6.4630717e-7,5.4432866e-7,0.000043533702,0.107379735,0.8455406],"study_design_scores_gemma":[0.00009302415,0.00006269869,0.007860222,0.007915047,0.0005339203,0.000021878292,0.0002982835,0.000018628964,0.0000011007206,0.000025718207,0.9828788,0.00029064907],"about_ca_topic_score_codex":0.00012854328,"about_ca_topic_score_gemma":0.0005780552,"teacher_disagreement_score":0.87549907,"about_ca_system_score_codex":0.000004053843,"about_ca_system_score_gemma":0.00008641406,"threshold_uncertainty_score":0.8845392},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99759156,0.00006680745,0.0000022402808,0.0010863153,0.000054443717,0.00035630702,0.00001892446,0.00003564995,0.000787778],"genre_scores_gemma":[0.9983082,0.0009991246,0.00005422109,0.00013967445,0.000011148382,0.00008957102,0.00003363304,0.000007763217,0.00035669684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989657,0.000048893384,0.00025956528,0.0003401819,0.00012265005,0.00026302604],"domain_scores_gemma":[0.99967706,0.00007477995,0.000057655318,0.000093019866,0.0000058952724,0.000091568814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017649884,0.00016908033,0.00022577668,0.000044927376,0.00017554066,0.00007418599,0.00005251898,0.00007934572,0.000034127992],"category_scores_gemma":[0.00009402648,0.00012385851,0.000016684367,0.00029905068,0.000120383826,0.00031270518,0.00033856768,0.00011334484,0.000003033618],"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":[0.00002101008,0.000017825128,0.9576104,0.000015027015,0.0000038016171,0.0000053354283,0.023865322,0.0000030829665,0.0002108411,0.0000026250827,0.00081911305,0.0174256],"study_design_scores_gemma":[0.0003086409,0.00010797997,0.97137684,0.00007923701,0.0000096698295,0.0000012245005,0.021901583,0.00009026599,0.00011663987,0.00021667621,0.0056275777,0.00016364644],"about_ca_topic_score_codex":0.003852914,"about_ca_topic_score_gemma":0.085211605,"teacher_disagreement_score":0.08135869,"about_ca_system_score_codex":0.00006510082,"about_ca_system_score_gemma":0.0000036386887,"threshold_uncertainty_score":0.9314809},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972733,0.000009875805,0.0000022317017,0.005556768,0.00013047931,0.00019161917,0.000038476544,0.00009229732,0.02124526],"genre_scores_gemma":[0.9919155,0.00022656891,0.0000780641,0.0024951037,0.000018225881,0.000025049325,0.000031475905,0.0000098738765,0.0052001043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989949,0.000035773766,0.00019283085,0.0003005766,0.00019984445,0.00027608647],"domain_scores_gemma":[0.99968797,0.000041115865,0.00006722989,0.00013916752,0.0000089509695,0.000055594177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366051,0.00017607796,0.00022841101,0.000036348385,0.00023365128,0.000027482844,0.00014726397,0.00011264061,0.0006232757],"category_scores_gemma":[0.00003150114,0.00013494647,0.000055447563,0.000295281,0.00041209336,0.0002461226,0.00011997868,0.00012939062,0.00009675511],"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":[0.000034690493,0.00004346184,0.7809895,0.000020108273,0.000032445692,0.000015379379,0.0018945049,0.000019046849,0.0001161922,0.000052915202,0.21642475,0.00035700618],"study_design_scores_gemma":[0.00025888698,0.00021074826,0.9704137,0.000014915844,0.000043744083,0.0000021259198,0.0012606615,0.00000618182,0.00024974937,0.00023457067,0.027140895,0.00016380988],"about_ca_topic_score_codex":0.00011812002,"about_ca_topic_score_gemma":0.0057470473,"teacher_disagreement_score":0.18942422,"about_ca_system_score_codex":0.00001158904,"about_ca_system_score_gemma":0.0000026098364,"threshold_uncertainty_score":0.68244314},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989273,0.000078608784,0.0000039930023,0.00952088,0.000058227608,0.00045294242,0.0002316441,0.000067392044,0.00031327482],"genre_scores_gemma":[0.99580467,0.00058081455,0.000106820735,0.0027520128,0.00005736921,0.00012289242,0.00013284077,0.000009168385,0.00043338464],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985111,0.00012828522,0.00021309279,0.0005882468,0.00017068065,0.00038860017],"domain_scores_gemma":[0.9994126,0.00020495792,0.000059113383,0.00013482582,0.000019583793,0.00016893647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011667507,0.00028233224,0.00032972152,0.000022009575,0.00026706123,0.00011174527,0.000176107,0.000121641504,0.000059664548],"category_scores_gemma":[0.00016684923,0.00012797902,0.000052406533,0.0003930252,0.0010053378,0.00022693568,0.00033699686,0.00020312933,0.000013413309],"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":[0.0018444045,0.0002864634,0.07063438,0.00018441046,0.00021726407,0.00008329514,0.0051801717,0.00006545736,0.77720535,0.00028267715,0.13604909,0.007967035],"study_design_scores_gemma":[0.0045291227,0.001095772,0.9373267,0.00015778355,0.000099057426,0.000035323854,0.003463419,0.0013147477,0.03493572,0.009872002,0.005875132,0.0012951874],"about_ca_topic_score_codex":0.00033605783,"about_ca_topic_score_gemma":0.00153154,"teacher_disagreement_score":0.86669236,"about_ca_system_score_codex":0.000025727666,"about_ca_system_score_gemma":0.0000052890605,"threshold_uncertainty_score":0.5218833},"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":"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":[0.29602468,0.00018220887,0.0009929523,0.015809404,0.0005074894,0.0007978627,0.00018242534,0.00033461093,0.6851684],"genre_scores_gemma":[0.9365272,0.00029847966,0.002136553,0.0037165305,0.00035380476,0.00023034109,0.00017112431,0.000055895267,0.056510065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989499,0.000027939357,0.00017220539,0.00035312446,0.00020178489,0.0002950391],"domain_scores_gemma":[0.9996165,0.000095489806,0.000021623899,0.0001381374,0.000006077334,0.00012218635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022177532,0.00014183161,0.00014846826,0.000030335877,0.00018305484,0.00029951567,0.00014122632,0.00010718154,0.0033986906],"category_scores_gemma":[0.00007931698,0.00010549184,0.00007104774,0.0002593855,0.00026552717,0.00042945181,0.00015744842,0.00016421465,0.000034502016],"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":[0.00005452389,0.000030310297,0.2833082,0.00022200479,0.000050983992,0.000015457535,0.002704261,2.007212e-7,0.00043469208,0.0024983787,0.47614643,0.23453456],"study_design_scores_gemma":[0.0001155564,0.000063811516,0.027294328,0.00000624967,0.000009477059,0.0000065024747,0.00030370118,0.00006638392,0.00015463575,0.0012460274,0.9705631,0.00017019178],"about_ca_topic_score_codex":0.00018780485,"about_ca_topic_score_gemma":0.0003095503,"teacher_disagreement_score":0.6405025,"about_ca_system_score_codex":0.000036252135,"about_ca_system_score_gemma":0.000007907471,"threshold_uncertainty_score":0.99751234},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927905,0.0004021682,0.0000037608913,0.004201806,0.00010358439,0.00020728173,0.000294566,0.000033184235,0.0019631162],"genre_scores_gemma":[0.9956709,0.0004925917,0.00007990585,0.0023406318,0.000027042694,0.000029408711,0.00006140218,0.000009579862,0.0012885352],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990702,0.00004079359,0.00020329653,0.0003682774,0.00011439394,0.00020302716],"domain_scores_gemma":[0.9995156,0.0002508253,0.00005011406,0.00008975952,0.0000089589685,0.000084774525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007189239,0.00019033789,0.00027930332,0.000019735975,0.00014681053,0.000062380095,0.00005961149,0.00010456913,0.00024552864],"category_scores_gemma":[0.00010065087,0.00015897592,0.000015424297,0.0001340959,0.0005450138,0.0003127753,0.00016143611,0.00015157329,0.0000012072616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015678548,0.00006747986,0.40449002,0.00024581305,0.00023764058,0.00056621025,0.00961317,0.0000014423379,0.0026336699,0.00016046665,0.57919896,0.0026283588],"study_design_scores_gemma":[0.00055915874,0.00013805549,0.9441605,0.0000647661,0.000098728706,0.0000106041,0.008280356,0.00004036561,0.00024650377,0.0019250064,0.044187754,0.0002881806],"about_ca_topic_score_codex":0.09936547,"about_ca_topic_score_gemma":0.94885296,"teacher_disagreement_score":0.8494875,"about_ca_system_score_codex":0.000026220136,"about_ca_system_score_gemma":0.00002093563,"threshold_uncertainty_score":0.90663195},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696124,0.0003688334,0.0000032522473,0.0009395047,0.00012270237,0.00043965777,0.000023775763,0.000084310144,0.001056754],"genre_scores_gemma":[0.99636585,0.00068962,0.000024157252,0.0009344893,0.000034887995,0.00009682976,0.000019974097,0.000013273859,0.001820915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893075,0.000070071685,0.00018438879,0.0004984644,0.000101788464,0.0002145208],"domain_scores_gemma":[0.9995677,0.0001673174,0.000034180706,0.00012736802,0.000007797011,0.00009567186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015438646,0.00022395681,0.0002199112,0.000033985118,0.00051612273,0.0001356984,0.000044195724,0.00009586968,0.00020091809],"category_scores_gemma":[0.00008457977,0.00017932747,0.000022641952,0.00020215413,0.0004626943,0.00037445576,0.00026380553,0.00018989891,0.000007740802],"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":[0.000033624514,0.0001370885,0.9206026,0.00012151733,0.000060645147,0.0019721414,0.0032232434,9.837496e-7,0.0000696905,0.000042490603,0.07354255,0.00019339353],"study_design_scores_gemma":[0.000518044,0.0002408846,0.9686844,0.00004376757,0.000110656154,0.0010731424,0.0030520235,0.00008242436,0.0000035548048,0.00008266957,0.025849639,0.0002588069],"about_ca_topic_score_codex":0.0016612762,"about_ca_topic_score_gemma":0.05784258,"teacher_disagreement_score":0.056181304,"about_ca_system_score_codex":0.000060636172,"about_ca_system_score_gemma":0.0000065184167,"threshold_uncertainty_score":0.95934933},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94173825,0.000053341515,0.0000043472346,0.01918654,0.00007614995,0.00032455704,0.000019142033,0.000003977981,0.038593687],"genre_scores_gemma":[0.99417794,0.00007403411,0.000033461078,0.005338049,0.000007584745,0.000016815658,0.000011569844,0.0000019315257,0.00033862572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941504,0.00009249358,0.00014483635,0.00013311238,0.00008683007,0.00012769618],"domain_scores_gemma":[0.9998281,0.000042361673,0.000035726473,0.00007166827,0.000004943988,0.000017194974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002835037,0.000080334234,0.00012443346,0.000032486278,0.00010176096,0.000011636146,0.00012597637,0.00007371856,0.00006842131],"category_scores_gemma":[0.000043287968,0.000048860198,0.00001590552,0.00011860735,0.00037330683,0.000106721775,0.00003966834,0.00011407536,5.568526e-7],"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":[0.000025597408,0.000037919497,0.8289106,0.000041012638,0.000017725442,0.000004172064,0.03773251,0.0000029418427,0.00007452386,0.00018387927,0.13262317,0.0003459341],"study_design_scores_gemma":[0.00020391357,0.000043115757,0.9323814,0.000008811384,0.00001772397,6.101122e-7,0.0028778615,0.000012382004,0.0000058685337,0.00014941416,0.06424983,0.000049049875],"about_ca_topic_score_codex":0.051728662,"about_ca_topic_score_gemma":0.9588535,"teacher_disagreement_score":0.9071248,"about_ca_system_score_codex":0.000031922238,"about_ca_system_score_gemma":0.000018046572,"threshold_uncertainty_score":0.95458597},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96694463,0.000032752603,0.000024861249,0.010646811,0.00008997417,0.00033946682,0.000079759484,0.000011309495,0.02183044],"genre_scores_gemma":[0.9964372,0.000084642656,0.00029088586,0.0025628898,0.000010270253,0.000039750492,0.000068966074,0.0000048648094,0.0005005407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990367,0.00007700462,0.00022905596,0.00035474196,0.00012776768,0.00017470824],"domain_scores_gemma":[0.99969274,0.000056320365,0.000077192555,0.00011395911,0.000022204154,0.000037601574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098329125,0.00014762714,0.00022811996,0.000049071565,0.00008838795,0.00001562778,0.00010671147,0.00009271282,0.00009490115],"category_scores_gemma":[0.00010224783,0.00013119148,0.000016925067,0.00036767856,0.00010734839,0.00033839466,0.00010267476,0.00015061638,0.0000020575696],"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":[0.000088048546,0.00004830356,0.95251614,0.00000743975,0.00002364698,0.000011842471,0.010266312,0.00008780933,0.00030382507,0.0005489652,0.035763696,0.00033400225],"study_design_scores_gemma":[0.00033540145,0.00005954965,0.9630444,0.000034246757,0.000014504793,2.7440765e-7,0.027839838,0.00013713952,0.00014932032,0.0023632913,0.00588964,0.00013238446],"about_ca_topic_score_codex":0.72181576,"about_ca_topic_score_gemma":0.99326015,"teacher_disagreement_score":0.27144444,"about_ca_system_score_codex":0.0005073864,"about_ca_system_score_gemma":0.000034624554,"threshold_uncertainty_score":0.53498334},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760483,0.0044501843,0.00003984783,0.00376869,0.00061379897,0.0005724475,0.00015924919,0.00004671981,0.014300794],"genre_scores_gemma":[0.9986019,0.00043437653,0.00013006234,0.00027661532,0.00010696796,0.000052872576,0.00013864772,0.0000011134196,0.0002574204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986508,0.00013767321,0.0003588105,0.00027530076,0.0003955492,0.0001818679],"domain_scores_gemma":[0.99914443,0.00013676568,0.00013513565,0.000079165366,0.0004706442,0.000033869794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008309471,0.00015438108,0.00027130757,0.000017953931,0.00024092602,0.00013417148,0.000120160264,0.00017059193,0.000050655384],"category_scores_gemma":[0.00018738907,0.00006554722,0.00004290089,0.00043883632,0.00012221467,0.0001866043,0.00006276275,0.00011242373,0.0000012739105],"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":[0.0002610154,0.00065937924,0.0206449,0.0007733156,0.0008408076,0.000007133778,0.012109909,0.00007880013,0.071949475,0.5471275,0.12901539,0.2165324],"study_design_scores_gemma":[0.0028329939,0.000698832,0.04673133,0.00085049524,0.00073318055,0.000051209514,0.019221358,0.02502676,0.0065274597,0.0778018,0.81829184,0.0012327546],"about_ca_topic_score_codex":0.0003301786,"about_ca_topic_score_gemma":0.000948608,"teacher_disagreement_score":0.68927646,"about_ca_system_score_codex":0.00003088727,"about_ca_system_score_gemma":0.000029707968,"threshold_uncertainty_score":0.26729378},"labels":[],"label_agreement":null}]}