{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1263,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1263,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f6f8df362140","filters":{"topic":"Marine Bivalve and Aquaculture Studies"}},"results":[{"id":"W157061243","doi":"10.1016/0967-0653(93)91415-9","title":"10.1016/0967-0653(93)91415-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":813,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Benthic zone; Invertebrate; Ecology; Marine invertebrates; Settlement (finance); Geography; Chemical ecology; Environmental science; Fishery; Oceanography; Biology; Geology","authors":[{"name":"Joseph R. Pawlik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004999594102157209,"gpt":0.1725462240920474,"spread":0.1675466299898902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008953013,0.0001385209,0.0001311065,0.0000134315,0.0001311001,0.00002409981,0.0002157225,0.00003676225,0.9995353],"category_scores_gemma":[0.00001801251,0.0001106564,0.00006349602,0.0001724051,0.0000739564,0.00009093545,0.0001659402,0.00007651277,0.9990948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951286,"about_ca_system_score_gemma":0.000002547603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329142,"about_ca_topic_score_gemma":0.000003499676,"domain_scores_codex":[0.9991159,0.00002199877,0.0001246867,0.0002576769,0.0002129449,0.0002667605],"domain_scores_gemma":[0.9996355,0.00001675005,0.00001789139,0.0002091253,0.000004488362,0.0001162373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001507685,0.00002910237,0.000004367017,0.000001346634,0.00000818114,0.000002788308,0.0000332063,0.00004605079,0.00005151479,7.281729e-7,0.521342,0.4784656],"study_design_scores_gemma":[0.0001085744,0.00007590998,0.0009470837,0.000004135348,0.00001101703,0.000003244928,0.00000209591,0.00003279357,0.00007558253,0.00001560169,0.9985547,0.0001692389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006552219,0.00002242985,3.326076e-7,0.0005069884,0.000001139244,0.0001297902,0.000005516075,0.00007725338,0.9986013],"genre_scores_gemma":[0.0003835651,5.796336e-7,0.0001174268,0.0001253344,0.0000925474,0.00001561825,0.000007424079,0.00001197683,0.9992455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4782964,"threshold_uncertainty_score":0.4512438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062795866","doi":"10.1046/j.1529-8817.2001.01137.x","title":"INTEGRATING SEAWEEDS INTO MARINE AQUACULTURE SYSTEMS: A KEY TOWARD SUSTAINABILITY","year":2001,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":749,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Aquaculture; Shrimp farming; Sustainability; Shrimp; Business; Food security; Algae fuel; Fishery; Biology; Natural resource economics; Environmental protection; Environmental science; Ecology; Agriculture; Biodiesel","authors":[{"name":"Thierry Chopin","is_ca":true},{"name":"Alejandro H. Buschmann","is_ca":false},{"name":"C. Halling","is_ca":false},{"name":"Max Troell","is_ca":false},{"name":"Nils Kautsky","is_ca":false},{"name":"Amir Neori","is_ca":false},{"name":"George P. Kraemer","is_ca":false},{"name":"José A. Zertuche‐González","is_ca":false},{"name":"Charles Yarish","is_ca":false},{"name":"Christopher D. Neefus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009429820914979818,"gpt":0.267851629284548,"spread":0.2584218083695682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006486623,0.0001733255,0.000435191,0.00005578117,0.00013759,0.00003232594,0.0003045037,0.0001101134,0.002059588],"category_scores_gemma":[0.0004729468,0.0001106617,0.0001736553,0.0002796038,0.0002046903,0.00021409,0.0003988743,0.0003975841,0.00003694476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461251,"about_ca_system_score_gemma":0.00003817177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164573,"about_ca_topic_score_gemma":0.0006019558,"domain_scores_codex":[0.9985479,0.0001661443,0.0005309518,0.0001780646,0.0002831487,0.0002937981],"domain_scores_gemma":[0.9991365,0.00008125038,0.0003806394,0.0001316479,0.0001490935,0.0001208606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003342281,0.0004738233,0.8705878,0.0001622861,0.0002628057,0.0005732826,0.009989049,0.000784239,0.006265256,0.002480522,0.03821983,0.06986691],"study_design_scores_gemma":[0.001202753,0.001398641,0.245326,0.00004661876,0.0001328846,0.001196679,0.01751436,0.0002705044,0.0001596657,0.0112002,0.7211627,0.0003889574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8570893,0.0005712081,0.001514251,0.008458725,0.0007669748,0.0003874524,0.00000122128,0.00003519416,0.1311756],"genre_scores_gemma":[0.9955608,0.0001194725,0.001174401,0.0002583565,0.0003364139,0.000006727041,0.000001012081,0.000008465914,0.002534324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6829429,"threshold_uncertainty_score":0.9988527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999516021","doi":"10.1007/978-3-319-96776-9","title":"Goods and Services of Marine Bivalves","year":2018,"lang":"en","type":"book","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":491,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Wageningen UR","keywords":"Business; Fishery; Oceanography; Biology; Geology","authors":[{"name":"A.C. Smaal","is_ca":false},{"name":"J.G. Ferreira","is_ca":false},{"name":"Jon Grant","is_ca":true},{"name":"Jens Kjerulf Petersen","is_ca":false},{"name":"Øivind Strand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006972839443178512,"gpt":0.2231833411993566,"spread":0.2162105017561781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008731202,0.0001917817,0.000264597,0.00001994168,0.00005111286,0.00001051846,0.000169163,0.000112032,0.01278577],"category_scores_gemma":[0.000004452443,0.0001301734,0.00006829614,0.00003504136,0.0003815253,0.00004923404,0.001304779,0.00008137077,0.0003477928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002234425,"about_ca_system_score_gemma":0.000005787343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005599742,"about_ca_topic_score_gemma":0.002689619,"domain_scores_codex":[0.9992211,0.00001011389,0.0001749864,0.0002646146,0.000204202,0.0001249412],"domain_scores_gemma":[0.9996119,0.00002498485,0.0001091221,0.0002014978,0.000007370317,0.00004517339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002409242,0.00006298947,0.09468596,0.0008032342,0.0002867525,0.000003035856,0.0008003051,5.451107e-7,0.0004539651,0.0048829,0.8748743,0.02312191],"study_design_scores_gemma":[0.00008045601,0.00005893164,0.02975401,0.00003413677,0.00005010473,0.000002247247,0.00001877448,0.000001918263,0.00006410237,0.007519591,0.9622391,0.0001766678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001568037,0.00009945775,0.000003140616,0.00009420693,0.00004765283,0.0001003904,0.000006746051,0.00002233539,0.998058],"genre_scores_gemma":[0.0006621786,0.0004024096,0.001038716,0.0001849183,0.0001294623,0.00000264985,0.0000301029,0.00001351737,0.9975361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08736475,"threshold_uncertainty_score":0.9881167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2534610127","doi":"10.1038/nmicrobiol.2016.195","title":"Chemosynthetic symbionts of marine invertebrate animals are capable of nitrogen fixation","year":2016,"lang":"en","type":"article","venue":"Nature Microbiology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":484,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universität Wien; Vienna Science and Technology Fund; Robert Bosch Stiftung; Natural Sciences and Engineering Research Council of Canada; Centre Méditerranéen de l’Environnement et de la Biodiversité","keywords":"Chemosynthesis; Marine invertebrates; Invertebrate; Nitrogen fixation; Biology; Zoology; Ecology; Hydrothermal vent; Paleontology; Bacteria","authors":[{"name":"Jillian M. Petersen","is_ca":false},{"name":"Anna Kemper","is_ca":false},{"name":"Harald R. Gruber‐Vodicka","is_ca":false},{"name":"Ulisse Cardini","is_ca":false},{"name":"Matthijs van der Geest","is_ca":false},{"name":"Manuel Kleiner","is_ca":true},{"name":"Silvia Bulgheresi","is_ca":false},{"name":"Marc Mußmann","is_ca":false},{"name":"Craig W. Herbold","is_ca":false},{"name":"Brandon Kwee Boon Seah","is_ca":false},{"name":"Chakkiath Paul Antony","is_ca":false},{"name":"Dan Liu","is_ca":true},{"name":"Alexandra Belitz","is_ca":false},{"name":"Miriam Weber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005051524983949218,"gpt":0.2093127354825061,"spread":0.2042612104985569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001127179,0.0001125455,0.0002474749,0.0000252999,0.00002998259,0.000001250807,0.0001661581,0.0002061928,0.001844864],"category_scores_gemma":[0.00009665135,0.00006539081,0.00006795904,0.000113298,0.0002497014,0.00003583562,0.0002707832,0.00009494321,0.00008988958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346872,"about_ca_system_score_gemma":0.000005249311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301639,"about_ca_topic_score_gemma":0.0003672631,"domain_scores_codex":[0.9993281,0.00004487916,0.0002022448,0.0002101898,0.0000485885,0.0001659685],"domain_scores_gemma":[0.9995388,0.00004057011,0.0002081529,0.0001591908,0.00003017296,0.00002313283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002300607,0.00002724712,0.2007641,0.00001274634,0.00002447063,5.918416e-7,0.00003260279,3.501562e-7,0.7935189,0.0001281082,0.004031892,0.001436012],"study_design_scores_gemma":[0.00044139,0.00009350468,0.06317189,0.00003339037,0.00002486892,0.00001403231,0.00003071431,0.000001989464,0.918767,0.001854643,0.01543753,0.0001290842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917437,0.0001906799,0.00001236312,0.0007198231,0.00007712012,0.0001231213,0.00005444558,0.00001200915,0.007066782],"genre_scores_gemma":[0.9986121,0.00005602617,0.0003140724,0.0001422514,0.00001976535,0.000003668434,0.00001144704,0.000006298896,0.0008343533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375922,"threshold_uncertainty_score":0.9990676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900730350","doi":"10.1007/s00267-018-1117-3","title":"Global Aquaculture Productivity, Environmental Sustainability, and Climate Change Adaptability","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":457,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Leibniz-Zentrum für Marine Tropenforschung; Alexander von Humboldt-Stiftung","keywords":"Aquaculture; Climate change; Productivity; Adaptability; Sustainability; Environmental science; Global warming; Agriculture; Fishery; Ecology; Fish <Actinopterygii>; Biology","authors":[{"name":"Nesar Ahmed","is_ca":true},{"name":"Shirley Thompson","is_ca":true},{"name":"Marion Glaser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008728715963138924,"gpt":0.2306986132848768,"spread":0.2219698973217378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003575947,0.0004344392,0.000271849,0.00002389334,0.0005475358,0.00005563019,0.0003024721,0.00008502095,0.002319363],"category_scores_gemma":[0.000009195626,0.0003720454,0.0001060414,0.0001561541,0.001491382,0.0004539429,0.003368487,0.0001211009,0.0006404314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008603894,"about_ca_system_score_gemma":0.000001364365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695291,"about_ca_topic_score_gemma":0.0002785147,"domain_scores_codex":[0.9971872,0.00010281,0.0002992404,0.001123609,0.0005796136,0.0007075276],"domain_scores_gemma":[0.9991193,0.00001051587,0.0001037764,0.0005719127,0.000001812708,0.0001926327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006859082,0.0005744662,0.8974636,0.00005310327,0.00006181144,0.00002276392,0.000655535,0.000004071607,0.000228084,0.0006720773,0.001167094,0.09902883],"study_design_scores_gemma":[0.0004517972,0.0002440079,0.9211918,0.000007357987,0.00007374553,0.00001523455,0.001527525,0.00004903813,0.00009672356,0.001807422,0.07411931,0.0004161017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580626,0.0002266231,0.00004752268,0.001544204,0.0001751026,0.001678261,0.0001006785,0.0001002033,0.03806479],"genre_scores_gemma":[0.9969816,0.0003950787,0.0006413476,0.0003523205,0.0002301905,0.0001917345,0.00003292027,0.00002230747,0.001152481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09861273,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028559526","doi":"10.1080/08920753.2020.1766937","title":"The COVID-19 Pandemic, Small-Scale Fisheries and Coastal Fishing Communities","year":2020,"lang":"en","type":"article","venue":"Coastal Management","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":404,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Entrust (Canada); University of Victoria; University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Fishing; Business; Pandemic; Scale (ratio); Fishing industry; Coronavirus disease 2019 (COVID-19); Economic impact analysis; Fishery; Economic growth; Geography; Economics","authors":[{"name":"Nathan Bennett","is_ca":true},{"name":"Elena M. Finkbeiner","is_ca":false},{"name":"Natalie C. Ban","is_ca":true},{"name":"Dyhia Belhabib","is_ca":true},{"name":"Stacy D. Jupiter","is_ca":false},{"name":"John N. Kittinger","is_ca":false},{"name":"Sangeeta Mangubhai","is_ca":false},{"name":"Joeri Scholtens","is_ca":false},{"name":"David Gill","is_ca":false},{"name":"Patrick Christie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04459568314067534,"gpt":0.2445069812562267,"spread":0.1999112981155514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084244,0.0001587186,0.0001294829,0.000007628863,0.0008673199,0.0001723873,0.0003173443,0.00002390849,0.0002739865],"category_scores_gemma":[0.00003294256,0.0001097643,0.0000467842,0.00009960748,0.0005309338,0.0001194081,0.002782315,0.0001405682,0.00004506493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002654603,"about_ca_system_score_gemma":0.000003120508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300539,"about_ca_topic_score_gemma":0.02821883,"domain_scores_codex":[0.9991115,0.00007088802,0.0001613902,0.0001969626,0.0002071108,0.0002521107],"domain_scores_gemma":[0.9994947,0.0001037273,0.00005265377,0.0001805782,0.000004559599,0.0001637892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027833,0.00004140496,0.787719,0.0001639794,0.0001250348,0.00002981185,0.01267832,0.0001061002,0.0001166386,0.001151134,0.1420523,0.05571354],"study_design_scores_gemma":[0.0003526099,0.0000936339,0.06341811,0.000005821898,0.00003179248,0.000005723208,0.02315884,0.0001679861,0.000009139719,0.0005957686,0.9119731,0.0001874652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5547034,0.0004219703,0.004248489,0.07562628,0.000258558,0.001200089,0.00009212672,0.0004460357,0.3630031],"genre_scores_gemma":[0.9864329,0.001001827,0.0004377624,0.007419124,0.00005890119,0.00004622104,0.0000206822,0.00001365216,0.004568948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7699208,"threshold_uncertainty_score":0.9895136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795002807","doi":"10.1038/s41558-018-0117-x","title":"Fuel use and greenhouse gas emissions of world fisheries","year":2018,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":384,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of British Columbia","funders":"U.S. Department of Agriculture","keywords":"Greenhouse gas; Tonne; Environmental science; Fishing; Agriculture; Fishery; Global warming; Livestock; Natural resource economics; Environmental protection; Climate change; Ecology; Geography; Economics; Forestry; Biology","authors":[{"name":"Robert Parker","is_ca":true},{"name":"Julia L. Blanchard","is_ca":false},{"name":"C Gardner","is_ca":false},{"name":"Bridget S. Green","is_ca":false},{"name":"Klaas Hartmann","is_ca":false},{"name":"Peter Tyedmers","is_ca":true},{"name":"Reg Watson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03739225503830264,"gpt":0.2731722239064152,"spread":0.2357799688681126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008256067,0.0001294747,0.0001521726,0.00003081688,0.0001405633,0.00002144604,0.0001069704,0.00009900497,0.001211924],"category_scores_gemma":[0.00006717822,0.00009155097,0.00004085463,0.0002113415,0.0003778326,0.0002483407,0.0004314597,0.0001788114,0.00004146377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001570195,"about_ca_system_score_gemma":0.000001101677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717967,"about_ca_topic_score_gemma":0.004716096,"domain_scores_codex":[0.9992585,0.00001842126,0.0001169876,0.0002209401,0.0001609386,0.000224278],"domain_scores_gemma":[0.9996288,0.00003998648,0.00006441301,0.0001765985,0.00001825889,0.00007197406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006253125,0.00009375856,0.9265556,0.00009943538,0.00002263626,0.000008992139,0.003894653,3.012243e-8,0.004959914,0.0007237829,0.05557586,0.008002837],"study_design_scores_gemma":[0.0002141269,0.0001170053,0.6753461,0.00005472697,0.00002716783,0.000004362749,0.00019858,0.00000866856,0.001375724,0.0003982404,0.3220751,0.0001801613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436169,0.0007464726,9.830546e-7,0.002735555,0.000235569,0.0002490691,0.00007144522,0.00007002329,0.05227395],"genre_scores_gemma":[0.9956334,0.001330684,0.0004852869,0.0008641409,0.0002689577,0.0000136662,0.000007852334,0.00001343371,0.001382534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2664993,"threshold_uncertainty_score":0.9997011,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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 <Actinopterygii>","authors":[{"name":"Thierry Chopin","is_ca":true},{"name":"John Cooper","is_ca":true},{"name":"G. K. Reid","is_ca":true},{"name":"Stephen F. Cross","is_ca":true},{"name":"Christine Moore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02295618271841883,"gpt":0.2710911703610337,"spread":0.2481349876426149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009240313,0.0008115447,0.001110551,0.00007422952,0.0003608499,0.000132981,0.0008373685,0.0005187405,0.001720499],"category_scores_gemma":[0.00008806482,0.0004938968,0.0002791506,0.0003441123,0.0005139561,0.001692567,0.000878725,0.0006854333,0.0008811493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977654,"about_ca_system_score_gemma":0.00001143596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047365,"about_ca_topic_score_gemma":0.0005419398,"domain_scores_codex":[0.9962374,0.0004829767,0.001092699,0.0009987074,0.0003951595,0.0007930567],"domain_scores_gemma":[0.9985061,0.00004081773,0.000617884,0.0005036012,0.00002083068,0.0003107207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003018282,0.001619908,0.2365816,0.0002521748,0.0003098619,0.000007669965,0.0260814,0.00002692166,0.6208797,0.0005107093,0.09241793,0.02101038],"study_design_scores_gemma":[0.002570467,0.0001940336,0.08461833,0.0002718883,0.0002604207,0.00004353826,0.004237668,0.0001552607,0.02952749,0.0001134744,0.876672,0.001335481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521115,0.03068062,0.0002242601,0.001979974,0.0004662497,0.006049661,0.0009366182,0.0001205219,0.00743058],"genre_scores_gemma":[0.9764255,0.01294897,0.003250878,0.0004393464,0.0001119935,0.0002543935,0.001546095,0.00005471068,0.004968088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.784254,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156562188","doi":"10.1016/j.aquaculture.2006.06.044","title":"Review of recent carrying capacity models for bivalve culture and recommendations for research and management","year":2006,"lang":"en","type":"article","venue":"Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":301,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Carrying capacity; Scope (computer science); Production (economics); Process (computing); Biology; Environmental resource management; Ecology; Computer science; Environmental science","authors":[{"name":"Christopher W. McKindsey","is_ca":true},{"name":"Helmut Thetmeyer","is_ca":false},{"name":"Thomas Landry","is_ca":true},{"name":"William Silvert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056892801844282,"gpt":0.360483169484563,"spread":0.2547938893001349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005523596,0.0001467715,0.0002251886,0.00002348641,0.0003711038,0.00002371887,0.0001128798,0.00006917425,0.00005602862],"category_scores_gemma":[0.00004478084,0.0001021259,0.00006726615,0.0002134475,0.0001924699,0.0001433824,0.0001969132,0.000113579,0.000001766953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006607332,"about_ca_system_score_gemma":0.000002717985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002304579,"about_ca_topic_score_gemma":0.0003133802,"domain_scores_codex":[0.9989009,0.00004100933,0.0002447288,0.0003529559,0.0001972894,0.0002631233],"domain_scores_gemma":[0.9995641,0.00006302086,0.00008159185,0.0001483881,0.00009024455,0.00005270713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002785422,0.0001261099,0.00071878,0.004637579,0.0000850956,3.821471e-7,0.0009654505,0.00001559541,0.001065751,0.07152399,0.9108701,0.009963298],"study_design_scores_gemma":[0.0004190176,0.000107267,0.0005573398,0.0007048773,0.00007292408,0.000002969286,0.0006087843,0.00009630717,0.000276528,0.05015327,0.946834,0.0001666689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01429287,0.1611233,0.02519026,0.1486924,0.0006417632,0.03127746,0.002161161,0.0003295934,0.6162912],"genre_scores_gemma":[0.07793801,0.6963993,0.1810559,0.005376563,0.0005888568,0.003244909,0.001114077,0.0001096046,0.03417283],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5821184,"threshold_uncertainty_score":0.4164573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100933528","doi":"10.1111/j.1461-0248.2008.01235.x","title":"Subsidy hypothesis and strength of trophic cascades across ecosystems","year":2008,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":296,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Subsidy; Ecosystem; Trophic level; Trophic cascade; Ecology; Environmental science; Biology; Food web; Economics","authors":[{"name":"Shawn Leroux","is_ca":true},{"name":"Michel Loreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341945056660432,"gpt":0.2172346261081785,"spread":0.2038151755415742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000809849,0.0000978667,0.000184929,0.00001306114,0.0001676908,0.000003254773,0.0000969793,0.00004675459,0.0003163691],"category_scores_gemma":[0.00003511102,0.00007733308,0.00004545589,0.00006572971,0.0004509464,0.0000532313,0.0001303762,0.00006921012,0.00006889855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032579,"about_ca_system_score_gemma":0.00000192151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318906,"about_ca_topic_score_gemma":0.001800354,"domain_scores_codex":[0.9993156,0.00004451079,0.0001452386,0.0001917137,0.00008624717,0.0002166604],"domain_scores_gemma":[0.9996922,0.00009533277,0.00006611519,0.0001068915,0.000002805728,0.00003663461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007731272,0.00003165197,0.9733659,0.000008947811,0.00004050877,0.00003335743,0.0009782559,0.00001655005,0.01586554,0.000006685467,0.009173774,0.0004711147],"study_design_scores_gemma":[0.0002402083,0.00005310327,0.9936391,0.000002180159,0.0000115454,0.00005029175,0.0001398741,0.00001661414,0.001708291,0.00001394654,0.00403006,0.00009482928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966161,0.00003252974,0.000001922752,0.001858684,0.00006919785,0.0000830584,0.000006851265,0.00001444762,0.001317169],"genre_scores_gemma":[0.9987259,0.00008329745,0.0001842571,0.0006367555,0.00003958199,0.000008293695,0.000001025488,0.000005964946,0.0003149575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027317,"threshold_uncertainty_score":0.3464019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072255792","doi":"10.1016/j.jclepro.2008.08.002","title":"Assessing alternative aquaculture technologies: life cycle assessment of salmonid culture systems in Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":268,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Pew Charitable Trusts","keywords":"Life-cycle assessment; Sustainability; Environmental impact assessment; Environmental science; Environmental resource management; Aquaculture; Renewable energy; Containment (computer programming); Resource depletion; Land use; Global warming; Resource (disambiguation); Environmentally friendly; Business; Environmental economics; Production (economics); Climate change; Ecology; Fishery; Engineering; Computer science; Civil engineering; Fish <Actinopterygii>","authors":[{"name":"Nathan W. Ayer","is_ca":false},{"name":"Peter Tyedmers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01833143538386364,"gpt":0.2721472234162798,"spread":0.2538157880324161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000313317,0.0001354148,0.000318713,0.00005481179,0.0001000155,0.0000160244,0.0001994885,0.00005427938,0.00002577497],"category_scores_gemma":[0.0002050061,0.00008949864,0.00006121163,0.0002657224,0.0001127752,0.0005219709,0.0000868025,0.0003725198,0.000001199669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657917,"about_ca_system_score_gemma":0.0001771016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1623803,"about_ca_topic_score_gemma":0.09323002,"domain_scores_codex":[0.9984485,0.00007590144,0.0005238853,0.0001856637,0.0006010281,0.0001650221],"domain_scores_gemma":[0.9990817,0.00001520767,0.0006484861,0.0001340479,0.00007760093,0.00004299002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005236603,0.0003225605,0.666502,0.0001150113,0.0001838346,0.0001714812,0.00276584,0.2531908,0.02291214,0.00005474802,0.04207774,0.01165147],"study_design_scores_gemma":[0.0009088309,0.0003115169,0.9012054,0.000336451,0.00007338884,0.000815741,0.04024605,0.001901071,0.01214604,0.000229875,0.04136294,0.0004626657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939849,0.000427131,0.00007837849,0.001126176,0.0006037697,0.0001493059,0.000001785887,0.00001050977,0.003618004],"genre_scores_gemma":[0.9982975,0.0004713054,0.0006731595,0.00002573887,0.0001759066,0.00000297292,0.000001074065,0.000007153227,0.0003451776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512898,"threshold_uncertainty_score":0.9233162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027009732","doi":"10.3354/meps07711","title":"Tidal dynamics, topographic orientation, and temperature-mediated mass mortalities on rocky shores","year":2008,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":260,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Intertidal zone; Bay; Rocky shore; Mussel; Ecology; Shore; Oceanography; Geography; Tide pool; Invertebrate; Estuary; Biology; Fishery; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005563811528918055,"gpt":0.2126327807171016,"spread":0.2070689691881836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008968287,0.0002429121,0.0002558494,0.00005960077,0.000509089,0.00003391056,0.0001437566,0.0001161184,0.0007722643],"category_scores_gemma":[0.00005934176,0.0001931029,0.00005016022,0.0002105197,0.001341423,0.0002253179,0.0003831345,0.0001796107,0.00004914579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005060824,"about_ca_system_score_gemma":0.000009810668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012689,"about_ca_topic_score_gemma":0.002158064,"domain_scores_codex":[0.9987619,0.00005988422,0.0002216722,0.0004134531,0.0002028038,0.0003402683],"domain_scores_gemma":[0.9995835,0.00004894457,0.00007769091,0.0001819822,0.00002570279,0.00008220568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007262325,0.00006549094,0.9941316,0.00001532258,0.00005322938,0.00006152812,0.0004236509,0.000009735933,0.00003696669,0.001738162,0.002968847,0.0004229064],"study_design_scores_gemma":[0.0003145747,0.000404049,0.9917235,0.000003546756,0.00001831865,0.00006707838,0.0004425449,0.00003537881,0.0001537326,0.001399539,0.005205665,0.0002320129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878132,0.0000522573,2.42996e-7,0.001917788,0.0002063258,0.0002650483,0.00001661048,0.0001097269,0.009618787],"genre_scores_gemma":[0.9911852,0.0003369485,0.0004379344,0.000284194,0.00006738267,0.0001238218,0.0001698079,0.00001661952,0.007378045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003372032,"threshold_uncertainty_score":0.8455752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964163789","doi":"10.1016/j.fsi.2005.07.003","title":"Effects of temperature and salinity on haemocyte activities of the Pacific oyster, Crassostrea gigas (Thunberg)","year":2005,"lang":"en","type":"article","venue":"Fish & Shellfish Immunology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":260,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fisheries and Oceans Canada; Institut Français de Recherche pour l'Exploitation de la Mer","keywords":"Biology; Crassostrea; Oyster; Pacific oyster; Salinity; Abiotic component; Context (archaeology); Aquaculture; Eastern oyster; Limiting; Estuary; Ecology; Fishery; Zoology; Fish <Actinopterygii>","authors":[{"name":"Béatrice Gagnaire","is_ca":false},{"name":"Héloïse Frouin‐Mouy","is_ca":false},{"name":"Kévin Moreau","is_ca":false},{"name":"Hélène Thomas","is_ca":false},{"name":"Tristan Renault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004313229238347809,"gpt":0.1988957639053934,"spread":0.1945825346670456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143952,0.0001998626,0.0003440597,0.0000279209,0.0001444008,0.00001194795,0.0002725465,0.0001530889,0.0001549794],"category_scores_gemma":[0.0001116137,0.0001308913,0.0001104854,0.000144676,0.0007484896,0.0001087161,0.0004113941,0.0002749946,0.00001680199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004349501,"about_ca_system_score_gemma":0.000008904944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130654,"about_ca_topic_score_gemma":0.0003005124,"domain_scores_codex":[0.9988913,0.0001546571,0.0002477203,0.0002716917,0.0001868933,0.0002477277],"domain_scores_gemma":[0.9992241,0.0002355191,0.000169,0.0003296768,0.00001329622,0.00002844592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003765073,0.0008037675,0.1962162,0.0002444602,0.0004733637,0.00001153266,0.004638039,0.00003166836,0.7257827,0.0003795286,0.04070866,0.03033361],"study_design_scores_gemma":[0.000594911,0.0002578872,0.6979282,0.00006094348,0.00004254597,0.00001210924,0.0003188925,0.000003133868,0.2768924,0.000112383,0.02362831,0.0001482283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789619,0.0002604088,4.819439e-7,0.001620259,0.000186188,0.000240136,0.00002127982,0.00001937659,0.01869],"genre_scores_gemma":[0.996549,0.0004110132,0.00004038101,0.000337147,0.00004968956,0.00001506763,0.000004036637,0.0000118257,0.002581832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5017121,"threshold_uncertainty_score":0.5337594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056762336","doi":"10.1016/j.marpolbul.2006.08.012","title":"Oceans and human health: Emerging public health risks in the marine environment","year":2006,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":260,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"National Institute of Environmental Health Sciences; National Science Foundation","keywords":"Human health; Public health; Environmental science; Algal bloom; Marine pollution; Environmental planning; Pollution; Environmental protection; Environmental resource management; Oceanography; Environmental health; Ecology; Phytoplankton; Biology; Geology","authors":[{"name":"Lora E. Fleming","is_ca":false},{"name":"Kenny Broad","is_ca":false},{"name":"Amy Clement","is_ca":false},{"name":"Éric Dewailly","is_ca":true},{"name":"Samir M. Elmir","is_ca":false},{"name":"Anthony H. Knap","is_ca":false},{"name":"Shirley A. Pomponi","is_ca":false},{"name":"Sharon L. Smith","is_ca":false},{"name":"H. Solo Gabriele","is_ca":false},{"name":"Patrick J. Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06908620527667408,"gpt":0.3307514400582454,"spread":0.2616652347815713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001880172,0.0005762643,0.001166529,0.0001414471,0.0006939126,0.00008685936,0.0004505309,0.0001343901,0.003996207],"category_scores_gemma":[0.00003249358,0.0003907463,0.0002490631,0.0003484898,0.0002823488,0.00004177294,0.001803095,0.0006645226,0.0003629102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054346,"about_ca_system_score_gemma":0.00004257396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03596742,"about_ca_topic_score_gemma":0.004813523,"domain_scores_codex":[0.9961166,0.0007683152,0.001018072,0.0007568832,0.0005222625,0.0008178675],"domain_scores_gemma":[0.9986879,0.00005943641,0.000587941,0.0004972643,0.000003345351,0.0001640905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001058621,0.0001593692,0.004692516,0.0008679069,0.00002418187,0.000006977227,0.0001434857,0.000004465114,1.96209e-8,0.0006253498,0.04501693,0.9484577],"study_design_scores_gemma":[0.0002143105,0.00009476339,0.05079826,0.0001997396,0.00003266982,0.00003491295,0.00006233001,0.000001687685,6.376211e-9,0.0001098519,0.9481259,0.0003255508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007680022,0.8972525,0.00003466195,0.06269009,0.000103875,0.001990335,0.00005307656,0.00007786337,0.03772079],"genre_scores_gemma":[0.000761938,0.9930909,0.0002806762,0.001814817,0.0001917869,0.0001486267,0.0003916335,0.00004276882,0.003276846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9481322,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981667363","doi":"10.1038/467028a","title":"Seafood stewardship in crisis","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":233,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Stewardship (theology); Business; Natural resource economics; Political science; Economics; Politics","authors":[{"name":"Jennifer Jacquet","is_ca":true},{"name":"Daniel Pauly","is_ca":true},{"name":"David G. Ainley","is_ca":false},{"name":"Sidney J. Holt","is_ca":false},{"name":"Paul K. Dayton","is_ca":false},{"name":"Jeremy B. C. Jackson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00533139709800406,"gpt":0.2489984939175884,"spread":0.2436670968195843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001084071,0.00007427736,0.00007277209,0.00001420123,0.00004318852,0.00001127307,0.0001486416,0.0004016041,0.001703874],"category_scores_gemma":[0.00005789786,0.00005362565,0.00003461598,0.0001642697,0.00003789138,0.0000895692,0.0001426946,0.001679137,0.000253119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001456067,"about_ca_system_score_gemma":0.000002314409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272838,"about_ca_topic_score_gemma":0.003533199,"domain_scores_codex":[0.9994382,0.00001093528,0.00006341188,0.0001698683,0.0001699411,0.0001476985],"domain_scores_gemma":[0.999793,0.00001243948,0.00001541227,0.000139577,0.000003750048,0.00003583481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001526122,0.0001187317,0.7248514,0.00001058324,0.000009675211,0.00002371075,0.0008798231,0.000008268017,0.01574864,0.002230528,0.2461034,0.01000004],"study_design_scores_gemma":[0.0001593107,0.0000162493,0.6156772,0.000001722856,0.000003635795,0.000002894291,0.000150318,0.000006614952,0.001176357,0.001849995,0.3808446,0.0001111677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144405,0.00004926231,0.000001250061,0.004934146,0.0002555928,0.00008592068,0.000002839676,0.00002723529,0.1802032],"genre_scores_gemma":[0.9965827,0.000005925393,0.0004171889,0.001513778,0.0000866237,0.00000608161,0.000002029257,0.000004681087,0.001381011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821421,"threshold_uncertainty_score":0.9992087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036487578","doi":"10.1007/s002270000412","title":"Comparative population genetic structure of marine gastropods ( Littorina spp.) with and without pelagic larval dispersal","year":2000,"lang":"en","type":"article","venue":"Marine Biology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":231,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Littorina; Genetic structure; Population; Biological dispersal; Pelagic zone; Plankton; Ecology; Zoology; Phylogeography; Genetic variation; Gastropoda; Phylogenetics; Genetics; Gene","authors":[{"name":"Christopher J. Kyle","is_ca":true},{"name":"Elizabeth G. Boulding","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007298270948050085,"gpt":0.2439472025099974,"spread":0.2366489315619473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002812795,0.0001786332,0.0002999866,0.00001954781,0.00007530674,0.00000744118,0.00009912842,0.00005773786,0.006269984],"category_scores_gemma":[0.000005075019,0.000117221,0.00002824694,0.0001051338,0.0003376153,0.00004796162,0.0002944907,0.0001036504,0.00002080189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791353,"about_ca_system_score_gemma":0.000003212649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004324976,"about_ca_topic_score_gemma":0.005072091,"domain_scores_codex":[0.9991634,0.00006056042,0.0001728062,0.0002992027,0.00009494279,0.0002090873],"domain_scores_gemma":[0.9997036,0.0000131958,0.00006966234,0.0001482724,0.000009601274,0.00005559862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475264,0.00002851425,0.9821211,0.000007836362,0.00003336573,0.000001273562,0.0001350473,0.00005956854,0.00210938,0.0001090432,0.00005047468,0.01519685],"study_design_scores_gemma":[0.0004561395,0.000454355,0.9941247,0.000003136927,0.00003237541,0.00002937475,0.00004043516,0.0001776795,0.0001487928,0.000510784,0.003882634,0.0001395936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849628,0.00001975315,0.00001567967,0.00007299638,0.00002792767,0.0001535005,0.00001177367,0.00001730936,0.0147183],"genre_scores_gemma":[0.9950237,0.00003918876,0.003280595,0.00003423023,0.00007527108,0.000003378419,0.00007253317,0.00000765851,0.001463444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505725,"threshold_uncertainty_score":0.9946384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072367432","doi":"10.1371/journal.pone.0046244","title":"Transcriptomic Responses to Salinity Stress in the Pacific Oyster Crassostrea gigas","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Biology; Transcriptome; Crassostrea; KEGG; Pacific oyster; Euryhaline; Gene; Expressed sequence tag; Oyster; Genetics; Gene expression; Salinity; Ecology","authors":[{"name":"Xuelin Zhao","is_ca":false},{"name":"Hong Yu","is_ca":true},{"name":"Lingfeng Kong","is_ca":true},{"name":"Qi Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05015742326564934,"gpt":0.2509291993783624,"spread":0.200771776112713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880957,0.0001190359,0.0001494571,0.0000231921,0.0000961679,0.00002444045,0.0002242669,0.00003672471,0.0005593837],"category_scores_gemma":[0.00008822846,0.00007470301,0.00004311073,0.0001611685,0.0000746083,0.0001360839,0.00008656181,0.0001332576,0.00065237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004320658,"about_ca_system_score_gemma":0.000002481078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433473,"about_ca_topic_score_gemma":0.0006751114,"domain_scores_codex":[0.9988761,0.0001609348,0.0001497678,0.0001652785,0.0003317043,0.0003162014],"domain_scores_gemma":[0.9995576,0.0001034984,0.00002563366,0.0002349284,0.000004715292,0.00007361813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405683,0.0008942281,0.9676402,0.00001343637,0.00002538054,0.000002153612,0.006450238,6.355795e-7,0.02277962,0.00002657096,0.001818535,0.0002949264],"study_design_scores_gemma":[0.0001772762,0.00007040077,0.983325,0.00003512491,0.00004065386,8.673877e-7,0.001622013,0.000002883678,0.01054873,0.00005870261,0.003975077,0.0001432843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971883,0.0000626673,0.000003624644,0.002795453,0.00002996451,0.0002762355,0.00002672783,0.00002057797,0.02490175],"genre_scores_gemma":[0.9962075,0.00002522763,0.0002105186,0.0005350959,0.00009788149,0.00005067969,0.000004102295,0.000007911174,0.002861019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02432456,"threshold_uncertainty_score":0.8385115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093049258","doi":"10.1111/faf.12087","title":"Fuel consumption of global fishing fleets: current understanding and knowledge gaps","year":2014,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Australian Seafood Cooperative Research Centre","keywords":"Fishing; Sustainability; Fossil fuel; Fishery; Pelagic zone; Natural resource economics; Production (economics); Business; Tonne; Fuel efficiency; Consumption (sociology); Fisheries management; Environmental science; Economics; Geography; Ecology; Engineering","authors":[{"name":"Robert Parker","is_ca":false},{"name":"Peter Tyedmers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0329637091877258,"gpt":0.2594231190351636,"spread":0.2264594098474378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001119536,0.00009749245,0.0001347639,0.000006159546,0.0001273562,0.00004142162,0.00004884244,0.00003330469,0.0001434814],"category_scores_gemma":[0.0000579267,0.00008046155,0.00002291872,0.00005669853,0.0003300234,0.0001781062,0.0002006019,0.00005428358,0.000005517171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003932333,"about_ca_system_score_gemma":0.000002422108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006554058,"about_ca_topic_score_gemma":0.001432003,"domain_scores_codex":[0.9994658,0.00002741857,0.0001194235,0.0001701164,0.00008625883,0.0001309403],"domain_scores_gemma":[0.9997866,0.00004163007,0.00004773534,0.00006619008,0.000005036126,0.00005287914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001271513,0.00002110268,0.9611307,0.0001407403,0.0000102875,2.353994e-7,0.0009863566,3.069406e-7,0.00005353959,0.001966432,0.02140333,0.01427429],"study_design_scores_gemma":[0.0003367172,0.00007629779,0.8264076,0.00005438434,0.00002455722,0.000004761627,0.0006652583,0.00008001745,0.00003535607,0.007115312,0.165033,0.0001667312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89196,0.001077449,0.0006048668,0.00114085,0.0002158603,0.0001205809,0.00003034245,0.00003989014,0.1048102],"genre_scores_gemma":[0.9988868,0.0007558721,0.0001102111,0.00009011836,0.00004180542,0.000003212763,0.000005137114,0.000003311476,0.0001035344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436296,"threshold_uncertainty_score":0.3281127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996437667","doi":"10.1065/lca2006.09.275","title":"Impact categories for life cycle assessment research of seafood production systems: Review and prospectus","year":2006,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Life-cycle assessment; Environmental impact assessment; Sustainability; Impact assessment; Aquaculture; Production (economics); Productivity; Business; Environmental resource management; Agriculture; Resource (disambiguation); Economic impact analysis; Environmental planning; Natural resource economics; Environmental science; Fishery; Fish <Actinopterygii>; Geography; Engineering; Computer science; Ecology; Economics","authors":[{"name":"Nathan Pelletier","is_ca":true},{"name":"Nathan W. Ayer","is_ca":true},{"name":"Peter Tyedmers","is_ca":true},{"name":"Sarah A. Kruse","is_ca":false},{"name":"Anna Flysjö","is_ca":false},{"name":"Greg Robillard","is_ca":false},{"name":"Friederike Ziegler","is_ca":false},{"name":"Astrid Scholz","is_ca":false},{"name":"Ulf Sonesson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03462938598985001,"gpt":0.3943597244519693,"spread":0.3597303384621193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361348,0.0001363704,0.000325258,0.00006182438,0.0001720071,0.00008694006,0.0004271914,0.00002778732,0.000108545],"category_scores_gemma":[0.0002639543,0.00007902341,0.0001331289,0.0001518619,0.0002062626,0.0002610879,0.0002600777,0.0002308422,0.000002678902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679594,"about_ca_system_score_gemma":0.0001699189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007562688,"about_ca_topic_score_gemma":0.00007750827,"domain_scores_codex":[0.9975973,0.0001596275,0.000650504,0.0001821313,0.001208595,0.0002018482],"domain_scores_gemma":[0.9985879,0.0001697563,0.0005563014,0.0001646945,0.0004385554,0.0000827997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007031946,0.0032998,0.6662125,0.002032468,0.003945166,0.00002545639,0.001155188,0.04435227,0.01390276,0.02562279,0.2260638,0.01268458],"study_design_scores_gemma":[0.0009935881,0.0008067124,0.9758014,0.0004407798,0.0002211369,0.000102279,0.000890364,0.001053105,0.0002495167,0.006293306,0.01292635,0.000221454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503413,0.007479546,0.001020569,0.02940379,0.000830538,0.001663103,0.00004238344,0.00001555772,0.00920315],"genre_scores_gemma":[0.9964209,0.001730057,0.0007853955,0.0001160584,0.0005856544,0.00005627942,0.000006206909,0.00001115429,0.0002882905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3095889,"threshold_uncertainty_score":0.3222481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127949129","doi":"10.1371/journal.pone.0091235","title":"Ancient Clam Gardens Increased Shellfish Production: Adaptive Strategies from the Past Can Inform Food Security Today","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Geographic Society","keywords":"Intertidal zone; Fishery; Biomass (ecology); Productivity; Ecosystem; Shellfish; Ecosystem engineer; Bivalvia; Ecology; Juvenile; Intertidal ecology; Habitat; Aquaculture; Cockle; Biology; Mollusca; Aquatic animal; Fish <Actinopterygii>","authors":[{"name":"Amy Groesbeck","is_ca":true},{"name":"Kirsten Rowell","is_ca":false},{"name":"Dana Lepofsky","is_ca":true},{"name":"Anne K. Salomon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02076161112767787,"gpt":0.1956745719539847,"spread":0.1749129608263068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207024,0.0001595111,0.000177474,0.000008074334,0.0002997702,0.00006174902,0.0002268513,0.00004284036,0.0005986654],"category_scores_gemma":[0.0001048267,0.000102263,0.00005303313,0.0001169735,0.0002425861,0.0001121275,0.000270267,0.0001783344,0.0001543678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007370812,"about_ca_system_score_gemma":0.0000127164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197078,"about_ca_topic_score_gemma":0.01334125,"domain_scores_codex":[0.9987456,0.00006271454,0.0001619837,0.0003023058,0.0004810701,0.0002463108],"domain_scores_gemma":[0.9994385,0.00006239901,0.00007776506,0.0003169375,0.00003025426,0.00007419641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003274419,0.004420421,0.7091795,0.0001310393,0.00172236,0.000006763764,0.04100129,0.0002183056,0.02182984,0.003684008,0.2134277,0.004051315],"study_design_scores_gemma":[0.0006137764,0.0007637712,0.9188176,0.0001028213,0.0002671802,0.000001854468,0.007782306,0.0002323786,0.009836709,0.008731223,0.0522473,0.0006030121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955537,0.00004041934,0.00000743151,0.00262958,0.00005785832,0.0003109386,0.00003223235,0.00005686583,0.1013109],"genre_scores_gemma":[0.9979556,0.00003357816,0.0002354274,0.0005716553,0.0005096173,0.00003753541,0.00002041266,0.000008129441,0.0006280672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096382,"threshold_uncertainty_score":0.7444732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886349543","doi":"10.1007/s00248-018-1242-9","title":"Simulated Marine Heat Wave Alters Abundance and Structure of Vibrio Populations Associated with the Pacific Oyster Resulting in a Mass Mortality Event","year":2018,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"Australian Research Council; Macquarie University","keywords":"Biology; Pacific oyster; Crassostrea; Vibrio; Oyster; Aquaculture; Ecology; Ostreidae; Shellfish; Zoology; Vibrio harveyi; Intertidal zone; Seawater; Abundance (ecology); Arcobacter; Fishery; Aquatic animal; Bacteria; 16S ribosomal RNA; Fish <Actinopterygii>","authors":[{"name":"Timothy J. Green","is_ca":true},{"name":"Nachshon Siboni","is_ca":false},{"name":"William L. King","is_ca":false},{"name":"Maurizio Labbate","is_ca":false},{"name":"Justin R. Seymour","is_ca":false},{"name":"David A. Raftos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131157236915569,"gpt":0.2424262304569889,"spread":0.229310506765432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001464434,0.0001140828,0.0001940498,0.00001916236,0.0001476537,0.00001002562,0.00007642509,0.00006778,0.0003010625],"category_scores_gemma":[0.00005101764,0.00007260538,0.00002504485,0.0001743466,0.0004365924,0.0000473553,0.0001925535,0.0001142964,0.000003340483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000895898,"about_ca_system_score_gemma":0.000006640947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125557,"about_ca_topic_score_gemma":0.08798176,"domain_scores_codex":[0.9991688,0.0001047688,0.0002120206,0.000228095,0.00007209485,0.0002142528],"domain_scores_gemma":[0.9996852,0.00004954861,0.00009582272,0.0001283542,0.00001829691,0.00002276381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005341495,0.00003206691,0.8813631,0.000005905832,0.0000423543,0.000004124865,0.00124988,0.001131927,0.1155644,0.0000159686,0.0004038562,0.0001330392],"study_design_scores_gemma":[0.0005230638,0.0001161275,0.9965121,0.0000110139,0.00002302633,0.000004078503,0.0001369525,0.0008530944,0.001258098,0.0001578023,0.000309216,0.00009546996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980407,0.00000361932,0.0000166707,0.0006688328,0.00006290608,0.0002352175,0.00002460272,0.000008956077,0.0009384735],"genre_scores_gemma":[0.99931,0.000001941395,0.00014692,0.0001618533,0.0000256378,0.000001710157,0.00002516462,0.000006494156,0.0003203414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115149,"threshold_uncertainty_score":0.9286602,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Eranga K. Galappaththi","is_ca":true},{"name":"Stephanie Ichien","is_ca":false},{"name":"Amanda A. Hyman","is_ca":false},{"name":"Charlotte J. Aubrac","is_ca":true},{"name":"James D. Ford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06752710725729398,"gpt":0.2936833501572617,"spread":0.2261562428999677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003735597,0.0003296736,0.0005666938,0.00002706115,0.00007881557,0.00003063407,0.0003135993,0.0001556092,0.0009104338],"category_scores_gemma":[0.0001810605,0.0002207394,0.0001607679,0.0009321792,0.00006832515,0.0003689408,0.0002761844,0.000430923,0.00179182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048209,"about_ca_system_score_gemma":0.000003009894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217777,"about_ca_topic_score_gemma":0.00268964,"domain_scores_codex":[0.9979646,0.0001869991,0.0005565298,0.0005612677,0.0002838483,0.0004467761],"domain_scores_gemma":[0.9994862,0.00001757034,0.0001678113,0.0001897748,0.000008360053,0.0001302458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338016,0.0004654131,0.2937403,0.001037647,0.00002808029,0.0001797472,0.087271,0.0002720622,0.004875425,0.003180932,0.09959976,0.5092158],"study_design_scores_gemma":[0.000566937,0.00007055661,0.06350186,0.0003135733,0.00001972229,0.000004475184,0.001010157,0.0005460029,0.00005562523,0.0001488261,0.9333333,0.0004290008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.153696,0.1671107,0.0003825738,0.1109259,0.001066177,0.01954968,0.0002221637,0.000865706,0.5461811],"genre_scores_gemma":[0.823841,0.1401426,0.006779209,0.02548533,0.0009589706,0.001093808,0.0002270208,0.00008714386,0.001384907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8337335,"threshold_uncertainty_score":0.9989854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150752137","doi":"10.1371/journal.pone.0043765","title":"Eco-Label Conveys Reliable Information on Fish Stock Health to Seafood Consumers","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Henry Luce Foundation; University of California, Santa Barbara; National Science Foundation","keywords":"Certification; Fishing; Stewardship (theology); Fish stock; Business; Fishery; Stock (firearms); Stock assessment; Fisheries management; Geography; Biology; Economics","authors":[{"name":"Nicolás L. Gutiérrez","is_ca":false},{"name":"Sarah R. Valencia","is_ca":false},{"name":"Trevor A. Branch","is_ca":false},{"name":"David J. Agnew","is_ca":false},{"name":"Julia K. Baum","is_ca":true},{"name":"Patricia L. Bianchi","is_ca":false},{"name":"Jorge Cornejo‐Donoso","is_ca":false},{"name":"Christopher Costello","is_ca":false},{"name":"Omar Defeo","is_ca":false},{"name":"Timothy E. Essington","is_ca":false},{"name":"Ray Hilborn","is_ca":false},{"name":"D.D. Hoggarth","is_ca":false},{"name":"Ashley Larsen","is_ca":false},{"name":"Chris Ninnes","is_ca":false},{"name":"Keith Sainsbury","is_ca":false},{"name":"Rebecca L. Selden","is_ca":false},{"name":"Seeta A. Sistla","is_ca":false},{"name":"Anthony D. M. Smith","is_ca":false},{"name":"Amanda Stern-Pirlot","is_ca":false},{"name":"Sarah J. Teck","is_ca":false},{"name":"James T. Thorson","is_ca":false},{"name":"Nicholas E. Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04177342574223164,"gpt":0.2506487719847802,"spread":0.2088753462425486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002203412,0.0001045536,0.0001542261,0.00002311828,0.0001630703,0.00001865452,0.00009607492,0.00003006179,0.0009135604],"category_scores_gemma":[0.00006721461,0.00008838268,0.00001969063,0.0001307841,0.00003798583,0.0003763064,0.0001349061,0.00009662961,0.00371217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306674,"about_ca_system_score_gemma":0.000007505156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003659544,"about_ca_topic_score_gemma":0.0001248998,"domain_scores_codex":[0.9990357,0.00002401976,0.0001698811,0.0001059863,0.0003282097,0.0003361703],"domain_scores_gemma":[0.9995497,0.00002278489,0.00006724696,0.00015718,0.0000108253,0.0001922123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000811595,0.00253214,0.5533425,0.0001933958,0.0002099095,4.058802e-7,0.005771102,0.00002976414,0.001501476,0.0005639967,0.4206214,0.01515271],"study_design_scores_gemma":[0.001623247,0.001442956,0.5529639,0.0001845486,0.00008639094,0.000001516656,0.000816687,0.0002486909,0.01124839,0.0001021155,0.4305369,0.0007447389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511943,0.00003454953,0.00003634798,0.0103664,0.0001029005,0.0008609832,0.0000427862,0.00009972994,0.1372621],"genre_scores_gemma":[0.9791431,0.00007054844,0.002345861,0.01463205,0.00006843288,0.00006905213,0.00003967836,0.000009933729,0.003621296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336408,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103080325","doi":"10.3354/aei00125","title":"Factors influencing disease-induced mortality of Pacific oysters Crassostrea gigas","year":2015,"lang":"en","type":"article","venue":"Aquaculture Environment Interactions","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agence Nationale de la Recherche; Institut Français de Recherche pour l'Exploitation de la Mer; Université Laval","keywords":"Crassostrea; Pacific oyster; Oyster; Fishery; Biology; Abalone; Aquaculture; Veterinary medicine; Zoology; Toxicology; Fish <Actinopterygii>; Medicine","authors":[{"name":"Bruno Petton","is_ca":false},{"name":"Pierre Boudry","is_ca":false},{"name":"Marianne Alunno‐Bruscia","is_ca":false},{"name":"Fabrice Pernet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05668423482711872,"gpt":0.2856317735887495,"spread":0.2289475387616308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001343526,0.0003316681,0.0003138406,0.00003986415,0.0001709877,0.00003246581,0.0002610999,0.00006692673,0.00156248],"category_scores_gemma":[0.00009995381,0.000238949,0.0002222046,0.0001581792,0.0001875012,0.0004743964,0.0002944517,0.0002513714,0.0005305513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530485,"about_ca_system_score_gemma":0.00001219605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005603073,"about_ca_topic_score_gemma":0.0002441257,"domain_scores_codex":[0.9981337,0.00008824104,0.0004190958,0.0004567928,0.0005835013,0.0003186452],"domain_scores_gemma":[0.9988513,0.00005291174,0.0002479124,0.0004709654,0.00001322209,0.0003636743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002830844,0.0003387829,0.9502515,0.00001435025,0.0001801267,0.000008370365,0.004768799,0.0006498187,0.02275007,0.00008748021,0.02065716,0.0002652048],"study_design_scores_gemma":[0.0004189149,0.000107524,0.8636664,0.00003957184,0.0002239311,0.000003374704,0.01085357,0.00007177019,0.004305004,0.0003083258,0.1195172,0.0004844188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970304,0.00002833095,0.00007169606,0.0005534498,0.0002471328,0.0002733275,0.00005300185,0.00005505965,0.02841404],"genre_scores_gemma":[0.9955959,0.00002155928,0.0001283444,0.00008184976,0.00006802643,0.00003399492,0.00007584665,0.00001978484,0.003974649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09886,"threshold_uncertainty_score":0.9993502,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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 <Actinopterygii>; Nutrient","authors":[{"name":"Robert Marshall","is_ca":true},{"name":"Scott A. McKinley","is_ca":true},{"name":"Christopher M. Pearce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00838865088469099,"gpt":0.2545275817019877,"spread":0.2461389308172968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363263,0.000163484,0.0003786799,0.00003640502,0.000031809,0.000008953256,0.000124875,0.0001023201,0.00008690356],"category_scores_gemma":[0.0003667061,0.0001060199,0.00007603463,0.000291731,0.0001202728,0.00009131272,0.0001041272,0.0003360185,0.00005915346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525087,"about_ca_system_score_gemma":0.00000176561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708806,"about_ca_topic_score_gemma":0.001939562,"domain_scores_codex":[0.9990049,0.0001262078,0.0002738619,0.0002587828,0.0001680786,0.0001681981],"domain_scores_gemma":[0.9996561,0.00009123613,0.00008504241,0.0001214133,0.000004520138,0.0000416991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006629762,0.001647458,0.5397978,0.002948935,0.00002186758,0.00002427095,0.002511523,0.000002133672,0.3988241,0.007311481,0.007889848,0.03895421],"study_design_scores_gemma":[0.001213967,0.0001196829,0.7550644,0.0007235886,0.0000240903,0.000004908676,0.00006087056,0.000004123239,0.008445133,0.001789819,0.2322168,0.0003325595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798167,0.004299764,0.000002903111,0.0004950297,0.0001505693,0.0008662043,0.00000343415,0.00001339636,0.01435195],"genre_scores_gemma":[0.972895,0.02504955,0.001345708,0.0002012978,0.00009099722,0.00009349272,0.000008689623,0.00001062321,0.0003046428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390379,"threshold_uncertainty_score":0.4323365,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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 <Actinopterygii>","authors":[{"name":"Myriam D. Callier","is_ca":false},{"name":"Carrie J. Byron","is_ca":false},{"name":"David A. Bengtson","is_ca":false},{"name":"Peter J. Cranford","is_ca":true},{"name":"Stephen F. Cross","is_ca":true},{"name":"Ulfert Focken","is_ca":false},{"name":"Henrice M. Jansen","is_ca":false},{"name":"Pauline Kamermans","is_ca":false},{"name":"Anders Kiessling","is_ca":false},{"name":"Thomas Landry","is_ca":true},{"name":"Francis O’Beirn","is_ca":false},{"name":"Erik Petersson","is_ca":false},{"name":"Robert Rheault","is_ca":false},{"name":"Øivind Strand","is_ca":false},{"name":"Kristina Sundell","is_ca":false},{"name":"Terje Svåsand","is_ca":false},{"name":"Gary H. Wikfors","is_ca":false},{"name":"Christopher W. McKindsey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05517262025303515,"gpt":0.3635000447517424,"spread":0.3083274244987072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001301684,0.0008796888,0.004180154,0.0000734597,0.0002400806,0.00007799432,0.0005928012,0.0004865844,0.0005525984],"category_scores_gemma":[0.0007684946,0.0005383154,0.0005141606,0.0005574485,0.0002453332,0.0002996956,0.0009451002,0.0007508543,0.0002615908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517523,"about_ca_system_score_gemma":0.00002309207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766897,"about_ca_topic_score_gemma":0.0003656994,"domain_scores_codex":[0.9959942,0.0003853438,0.001609266,0.001164906,0.0004268214,0.0004194794],"domain_scores_gemma":[0.9973736,0.00007996064,0.001344081,0.0009352886,0.00003173779,0.0002353496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002322334,0.00005215689,0.0001127146,0.03813503,0.00003483501,0.000008544307,0.0002127597,9.204271e-8,0.00001410267,0.000009908451,0.09175923,0.8696583],"study_design_scores_gemma":[0.0001190489,0.00009850563,0.0002943861,0.08239727,0.000627429,0.00009796832,0.00002204734,2.043115e-7,0.000001572713,0.00001968841,0.9157597,0.0005621328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009876874,0.9884626,0.000002377569,0.0002346148,0.0001062426,0.004311356,0.00004795909,0.00002434333,0.006800672],"genre_scores_gemma":[0.000003524141,0.9937776,0.0008266754,0.0005261253,0.0001014376,0.0005134081,0.00009743882,0.00004756957,0.004106253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8690962,"threshold_uncertainty_score":0.9997069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143972788","doi":"10.1525/bio.2013.63.4.5","title":"Responsible Aquaculture in 2050: Valuing Local Conditions and Human Innovations Will Be Key to Success","year":2013,"lang":"en","type":"article","venue":"BioScience","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Aquaculture; Business; Sustainability; Environmental planning; Production (economics); Environmental resource management; Natural resource economics; Sustainable development; Agriculture; Risk analysis (engineering); Fish <Actinopterygii>; Fishery; Ecology; Economics; Environmental science; Biology","authors":[{"name":"James S. Diana","is_ca":false},{"name":"Hillary Egna","is_ca":false},{"name":"Thierry Chopin","is_ca":true},{"name":"Mark S. Peterson","is_ca":false},{"name":"Ling Cao","is_ca":false},{"name":"Robert S. Pomeroy","is_ca":false},{"name":"M.C.J. Verdegem","is_ca":false},{"name":"William T. Slack","is_ca":false},{"name":"Melba G. Bondad‐Reantaso","is_ca":false},{"name":"Felipe C. Cabello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530994474445828,"gpt":0.2810817952295624,"spread":0.2657718504851041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002164646,0.0001192225,0.0001094812,0.00008292359,0.0004360631,0.00008942393,0.0002391289,0.00004285223,0.0006067986],"category_scores_gemma":[0.00010733,0.00009223005,0.0000183035,0.001137609,0.0005117032,0.0005868489,0.0003765964,0.0001030813,0.0001294078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682389,"about_ca_system_score_gemma":0.000009863519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728452,"about_ca_topic_score_gemma":0.002612857,"domain_scores_codex":[0.9988826,0.00003279566,0.0001786171,0.0003646578,0.0002561004,0.0002852193],"domain_scores_gemma":[0.9996438,0.00003187742,0.00003762253,0.0001568502,0.00002469009,0.0001051753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000005203716,0.0001520849,0.4306596,0.00001194315,0.000005632728,0.000007242638,0.003141629,0.0001861432,0.4802121,0.03004566,0.05379826,0.001774504],"study_design_scores_gemma":[0.0001342756,0.00006379365,0.9638155,0.00001873607,0.000002956546,0.000003944188,0.0006868541,0.0001103105,0.001584519,0.002172514,0.0312156,0.0001910331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718534,0.00001215422,0.0002073121,0.007378201,0.00004781266,0.0003060677,0.00001040945,0.00003159069,0.0201531],"genre_scores_gemma":[0.994961,0.000004409527,0.001042651,0.001482079,0.00001708813,0.00005357659,0.000007231003,0.000004416549,0.002427501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5331559,"threshold_uncertainty_score":0.6644019,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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 <Actinopterygii>","authors":[{"name":"Duncan Knowler","is_ca":true},{"name":"Thierry Chopin","is_ca":true},{"name":"Roberto Martı́nez-Espiñeira","is_ca":true},{"name":"Amir Neori","is_ca":false},{"name":"A Nobre","is_ca":false},{"name":"Anthony A. Noce","is_ca":true},{"name":"G. K. Reid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02734981256925278,"gpt":0.2643136172267586,"spread":0.2369638046575058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003640349,0.0004703481,0.0008392701,0.00002231501,0.0002066283,0.00009093821,0.0005910986,0.0001878848,0.0003324119],"category_scores_gemma":[0.0001775702,0.0002514581,0.000225033,0.0006891946,0.000236969,0.0001748721,0.0005157674,0.0005071977,0.0005233096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113736,"about_ca_system_score_gemma":0.00001234551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008612825,"about_ca_topic_score_gemma":0.008094788,"domain_scores_codex":[0.9977908,0.0002121706,0.0007519448,0.0006404369,0.0001988127,0.0004058551],"domain_scores_gemma":[0.9989331,0.00005504031,0.0003649179,0.0003733943,0.00003181363,0.0002416974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001746938,0.0002093905,0.08330861,0.0009644575,0.0001574706,0.00002053189,0.01184769,0.0003762423,0.007375407,0.0009196997,0.7713346,0.1233112],"study_design_scores_gemma":[0.0004430696,0.00009323961,0.003390254,0.0005623614,0.00004193703,0.000005270861,0.002306981,0.0001872707,0.0001084653,0.0001111547,0.9924056,0.0003444073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04518791,0.6406065,0.0001679433,0.300606,0.0003569783,0.00519139,0.0002323518,0.0001523974,0.007498549],"genre_scores_gemma":[0.02664674,0.9612894,0.003952881,0.001570635,0.000174528,0.0001554485,0.00001495601,0.00005058251,0.006144823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3206829,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090896539","doi":"10.1065/lca2006.11.284","title":"Co-product allocation in life cycle assessments of seafood production systems: Review of problems and strategies","year":2006,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Production (economics); Product (mathematics); Life-cycle assessment; Computer science; Risk analysis (engineering); Environmental economics; Operations research; Key (lock); Management science; Business; Environmental resource management; Economics; Engineering; Geography; Microeconomics","authors":[{"name":"Nathan W. Ayer","is_ca":true},{"name":"Peter Tyedmers","is_ca":true},{"name":"Nathan Pelletier","is_ca":true},{"name":"Ulf Sonesson","is_ca":false},{"name":"Astrid Scholz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02181824330532345,"gpt":0.3245628969213975,"spread":0.3027446536160741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290463,0.0001120283,0.000281171,0.00005862004,0.00003709485,0.00003405146,0.0003153616,0.0000196854,0.00005807765],"category_scores_gemma":[0.00010056,0.00007359178,0.00006244089,0.0001305864,0.0001236605,0.0003827997,0.0000930777,0.0001342022,0.000001544463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295826,"about_ca_system_score_gemma":0.0001026211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007646921,"about_ca_topic_score_gemma":0.0001117977,"domain_scores_codex":[0.9979097,0.000133825,0.0008287575,0.0001464057,0.0008805259,0.0001008183],"domain_scores_gemma":[0.9986839,0.00004916442,0.0009213618,0.00013263,0.0001782044,0.00003469741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003007893,0.003047427,0.675274,0.004937574,0.001384595,0.00001467765,0.001206431,0.1931392,0.07972217,0.00971634,0.01682744,0.01442935],"study_design_scores_gemma":[0.0008581672,0.0002855656,0.9863649,0.002749969,0.00009909967,0.00005140149,0.001554041,0.001003283,0.001265907,0.002090895,0.00348327,0.0001934912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766543,0.004904387,0.0003474891,0.006761889,0.0004092511,0.0005094409,0.000008360055,0.000005917163,0.010399],"genre_scores_gemma":[0.9955302,0.003645841,0.0004288556,0.00009612829,0.000198009,0.00001368203,0.000006402192,0.000006352295,0.00007455487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3110909,"threshold_uncertainty_score":0.3000986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621258464","doi":"10.1126/science.aam9969","title":"Committing to socially responsible seafood","year":2017,"lang":"en","type":"article","venue":"Science","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social responsibility; Business; Environmental ethics; Fishery; Natural resource economics; Biology; Ecology; Economics; Philosophy","authors":[{"name":"John N. Kittinger","is_ca":false},{"name":"Lydia C. L. Teh","is_ca":false},{"name":"Edward H. Allison","is_ca":false},{"name":"Nathan Bennett","is_ca":false},{"name":"Larry B. Crowder","is_ca":false},{"name":"Elena M. Finkbeiner","is_ca":false},{"name":"Christina C. Hicks","is_ca":false},{"name":"Cheryl G. Scarton","is_ca":false},{"name":"Katrina Nakamura","is_ca":false},{"name":"Yoshitaka Ota","is_ca":false},{"name":"Jhana Young","is_ca":false},{"name":"Aurora Alifano","is_ca":false},{"name":"Ashley Apel","is_ca":false},{"name":"Allison Arbib","is_ca":false},{"name":"Lori Bishop","is_ca":false},{"name":"Mariah Boyle","is_ca":false},{"name":"Andrés M. Cisneros‐Montemayor","is_ca":false},{"name":"Philip Hunter","is_ca":false},{"name":"Elodie Le Cornu","is_ca":false},{"name":"Max Levine","is_ca":false},{"name":"Richard S. Jones","is_ca":false},{"name":"J. Zachary Koehn","is_ca":false},{"name":"Melissa Marschke","is_ca":false},{"name":"Julia G. Mason","is_ca":false},{"name":"Fiorenza Micheli","is_ca":false},{"name":"Loren McClenachan","is_ca":false},{"name":"Charlotte Opal","is_ca":false},{"name":"Jonathan Peacey","is_ca":false},{"name":"S. Hoyt Peckham","is_ca":false},{"name":"Eva Schemmel","is_ca":false},{"name":"Vivienne Solís-Rivera","is_ca":false},{"name":"Wilf Swartz","is_ca":false},{"name":"Thorsten Wilhelm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0219718604535157,"gpt":0.3157947530398206,"spread":0.2938228925863049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008272098,0.00007003794,0.00007392075,0.00002022267,0.002575737,0.0002267869,0.001040108,0.00001459795,0.0002665256],"category_scores_gemma":[0.0007858347,0.00005510032,0.0000276009,0.0001839477,0.0009192837,0.0003799882,0.001570512,0.00006194745,0.0009555553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000601307,"about_ca_system_score_gemma":0.00006510309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878357,"about_ca_topic_score_gemma":0.0009025332,"domain_scores_codex":[0.9988896,0.0000124251,0.00007882434,0.0002953434,0.0004153838,0.0003083727],"domain_scores_gemma":[0.9993469,0.00001826324,0.00005534966,0.0004441688,0.00001555635,0.0001197736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000230765,0.00005811406,0.6527511,0.000005238014,0.00000547935,0.0000128065,0.003460091,0.00005813212,0.249892,0.009124109,0.01819633,0.06641358],"study_design_scores_gemma":[0.00007311367,0.00004561421,0.9175023,0.00000621256,0.000002393859,0.000001264633,0.0001735722,0.00002903058,0.008785246,0.002759279,0.07049532,0.0001266357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5181254,0.000004858175,0.00005716409,0.01032653,0.0001842069,0.0001219276,0.00000126967,0.00003035594,0.4711483],"genre_scores_gemma":[0.9877908,0.000001906394,0.004654645,0.0006618056,0.00006061853,0.000006254117,8.366666e-8,0.000003250411,0.00682067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696653,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126439391","doi":"10.1016/s0022-0981(00)00258-6","title":"Postingestive selection in the sea scallop, Placopecten magellanicus (Gmelin): the role of particle size and density","year":2000,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scallop; Biology; Mytilus; Particle (ecology); Bivalvia; Fishery; Mercenaria; Particle size; Mollusca; Ecology; Zoology","authors":[{"name":"MGS Brillant","is_ca":true},{"name":"Bruce A. MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004351411029330122,"gpt":0.2337820376982473,"spread":0.2294306266689172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003706999,0.0000765057,0.0001569931,0.000008940467,0.0001165182,0.000005518576,0.0000938763,0.00005217991,0.0007562717],"category_scores_gemma":[0.00006641593,0.0000394292,0.00002809466,0.00006655083,0.0003226798,0.00004506545,0.0001469806,0.0001421918,0.00000439251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002192606,"about_ca_system_score_gemma":0.000004587909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004426111,"about_ca_topic_score_gemma":0.0007862687,"domain_scores_codex":[0.9993279,0.0001940419,0.0001991599,0.00009992517,0.00004727064,0.0001317328],"domain_scores_gemma":[0.9995764,0.0002560901,0.00009706079,0.00003665731,0.000008684031,0.00002514465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470296,0.000100665,0.9403874,8.859694e-7,0.00002189519,0.000005319379,0.000750498,0.000004847897,0.05221749,0.000132673,0.00007557473,0.006055701],"study_design_scores_gemma":[0.000424919,0.0007802145,0.9823227,0.000001850462,0.00001546409,0.0002645564,0.001102168,0.00006812818,0.01312014,0.001008081,0.0008430252,0.00004875592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949164,0.0002939758,3.009969e-7,0.0008143791,0.00002483681,0.00008313467,7.306537e-7,0.000001812846,0.003864421],"genre_scores_gemma":[0.9993163,0.0001905172,0.0001016611,0.0002690661,0.00004368833,0.000002992959,4.441544e-7,0.000002070625,0.00007328575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193528,"threshold_uncertainty_score":0.8280644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2602697305","doi":"10.1016/s0967-0653(97)84913-7","title":"10.1016/s0967-0653(97)84913-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Epizootiology; Chesapeake bay; Fishery; Biology; Virology; Estuary","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006257389865676414,"gpt":0.1787532996565826,"spread":0.1724959097909061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009256612,0.0001403917,0.0001321227,0.00001368245,0.0001315206,0.00002422572,0.0002165058,0.00003750591,0.9997688],"category_scores_gemma":[0.00001922871,0.0001120493,0.00006437871,0.0001726041,0.00007267356,0.00008943928,0.0001662945,0.00007889133,0.9998709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003884461,"about_ca_system_score_gemma":0.000002534584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132553,"about_ca_topic_score_gemma":0.000003447736,"domain_scores_codex":[0.9991114,0.00002283393,0.0001259002,0.0002584565,0.0002143912,0.0002670648],"domain_scores_gemma":[0.9996319,0.00001764556,0.00001822068,0.0002109702,0.000004639812,0.0001166325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000016517,0.00002726513,0.000002099637,0.000001295782,0.000007807238,0.000002710787,0.00002953142,0.00004261056,0.00001710955,4.63732e-7,0.2815661,0.7182865],"study_design_scores_gemma":[0.0001201085,0.00007567726,0.0002138249,0.000004244209,0.00001115942,0.000002991054,0.000002178829,0.00002499936,0.00007442016,0.00001536718,0.9992841,0.0001709359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002193805,0.00002590695,3.367423e-7,0.000508556,0.000001027499,0.0001316239,0.00000508061,0.00007623304,0.9990318],"genre_scores_gemma":[0.0001011839,6.964642e-7,0.0001306192,0.0001115388,0.00009494305,0.00001562661,0.000006350252,0.00001194337,0.9995271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7181156,"threshold_uncertainty_score":0.4569239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022332163","doi":"10.1007/s10499-008-9236-0","title":"Social aspects of the sustainability of integrated multi-trophic aquaculture","year":2008,"lang":"en","type":"article","venue":"Aquaculture International","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Aquaculture; Sustainability; Population; Business; Fishery; Mainstream; Monoculture; Environmental resource management; Ecology; Biology; Environmental health; Economics; Political science; Fish <Actinopterygii>; Medicine","authors":[{"name":"Kelly A. Barrington","is_ca":true},{"name":"Neil B. Ridler","is_ca":true},{"name":"Thierry Chopin","is_ca":true},{"name":"Shawn Robinson","is_ca":true},{"name":"Bryn Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01452047430351031,"gpt":0.2666624677983709,"spread":0.2521419934948606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000126877,0.0002009801,0.0002512987,0.00002439701,0.0002213169,0.000007759281,0.0006348312,0.0001208879,0.0007537397],"category_scores_gemma":[0.0003310164,0.0001127231,0.0002886837,0.0003652579,0.0007923892,0.0001424286,0.0003939247,0.000264336,0.00002255155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083407,"about_ca_system_score_gemma":0.00004640822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009281423,"about_ca_topic_score_gemma":0.0004811609,"domain_scores_codex":[0.9984379,0.00007748698,0.0003822069,0.0002841105,0.0006249878,0.0001933113],"domain_scores_gemma":[0.9992234,0.00002621763,0.0002825369,0.0001923592,0.0002378105,0.00003771319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818607,0.001355363,0.84035,0.0000592794,0.0005126928,0.00002578649,0.01607336,0.0004486052,0.05068829,0.02902454,0.05925553,0.002024697],"study_design_scores_gemma":[0.0009248919,0.00006118661,0.8809702,0.00002107154,0.00004376043,0.00003590878,0.001432025,0.000204531,0.01180812,0.002896213,0.1013377,0.0002644109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503646,0.00006949254,0.0002059583,0.005640559,0.000307183,0.0004480463,0.00009873288,0.00004466257,0.04282079],"genre_scores_gemma":[0.9937505,0.00001821711,0.0003342519,0.0001484605,0.00008571663,0.00001332328,0.00003156134,0.000009176215,0.005608812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0433859,"threshold_uncertainty_score":0.8252921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134332049","doi":"10.1139/f01-027","title":"A numerical model of flow modification induced by suspended aquaculture in a Chinese bay","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Bay; Flow (mathematics); Environmental science; Channel (broadcasting); Aquaculture; Particle (ecology); Fishery; Mechanics; Oceanography; Geology; Physics; Biology; Fish <Actinopterygii>; Engineering","authors":[{"name":"Jon Grant","is_ca":false},{"name":"Cédric Bacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02379580814435531,"gpt":0.245415734730327,"spread":0.2216199265859717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003450011,0.0001039606,0.0002087435,0.00006524235,0.0001462219,0.0000452413,0.0002260824,0.00004090632,0.0002475342],"category_scores_gemma":[0.0001813332,0.00006733101,0.00004259999,0.000471947,0.0004068657,0.0003276598,0.00001824471,0.00010538,0.000001810387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684491,"about_ca_system_score_gemma":0.0001073482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009681565,"about_ca_topic_score_gemma":0.03935805,"domain_scores_codex":[0.9990788,0.00003271313,0.0002984779,0.0001400072,0.0002406914,0.0002093513],"domain_scores_gemma":[0.999533,0.00003267463,0.0001562372,0.00006138721,0.0000121781,0.0002045007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000023983,0.00005048775,0.9590999,0.000009835944,0.00001686298,0.00001523713,0.007112774,0.002034259,0.005052952,0.0001535288,0.003950821,0.02247939],"study_design_scores_gemma":[0.001624074,0.00102903,0.6118731,0.0001487712,0.00005077647,0.000152685,0.007455569,0.3495566,0.0005156244,0.02058137,0.006222302,0.0007900796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891096,0.0002185566,0.0002511073,0.002858545,0.00004294492,0.00006610831,0.000002667039,0.000001502997,0.00744892],"genre_scores_gemma":[0.9983214,0.00008151972,0.001238781,0.0001400847,0.00001590958,0.000001632185,8.127479e-7,0.000002810221,0.0001970485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475223,"threshold_uncertainty_score":0.9969131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178235622","doi":"10.1016/j.dci.2015.11.010","title":"Haematopoiesis in molluscs: A review of haemocyte development and function in gastropods, cephalopods and bivalves","year":2015,"lang":"en","type":"review","venue":"Developmental & Comparative Immunology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Institute of Allergy and Infectious Diseases; Fletcher Jones Foundation","keywords":"Biology; Haematopoiesis; Phylum; Extant taxon; Vertebrate; Evolutionary biology; Mollusca; Zoology; Immune system; Ecology; Stem cell; Gene; Immunology; Cell biology; Genetics","authors":[{"name":"Emmanuel A. Pila","is_ca":true},{"name":"John T. Sullivan","is_ca":false},{"name":"Xinzhong Wu","is_ca":false},{"name":"Jing Fang","is_ca":false},{"name":"Sydney P. Rudko","is_ca":true},{"name":"Michelle A. Gordy","is_ca":true},{"name":"Patrick C. Hanington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06253846384598329,"gpt":0.3327949977320903,"spread":0.270256533886107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006304383,0.0005735479,0.002525099,0.0002460261,0.00008388692,0.00001281256,0.0002349628,0.0001836256,0.0002163791],"category_scores_gemma":[0.00004953095,0.000453621,0.00009060189,0.0006309068,0.000621764,0.0001502061,0.00105563,0.0003821592,0.00009503077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479294,"about_ca_system_score_gemma":0.0001808836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128918,"about_ca_topic_score_gemma":0.001460443,"domain_scores_codex":[0.9971278,0.0003911406,0.001202986,0.0006370496,0.0002537767,0.0003872184],"domain_scores_gemma":[0.9992055,0.0001018398,0.000434636,0.0001643218,0.00002549032,0.00006826843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007087858,0.0002364761,0.0095527,0.02062483,0.000493554,0.00003480167,0.004624481,3.862625e-7,0.00002914626,0.0001416743,0.001925768,0.9622653],"study_design_scores_gemma":[0.0004448619,0.00006777884,0.02417002,0.0193745,0.0000894072,0.0001231676,0.0005693943,4.691236e-7,0.00001600182,0.00005701256,0.9546289,0.0004584944],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008922633,0.9862856,0.000009954505,0.00003521167,0.00007550958,0.0009538796,0.000009204726,0.00001437502,0.003693681],"genre_scores_gemma":[0.0004155468,0.994207,0.004633041,0.00005982064,0.000007613924,0.0002461459,0.0001079396,0.0000192705,0.0003035676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9618068,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094501890","doi":"10.1016/j.marenvres.2003.11.003","title":"Effect of biodeposits from mussel culture on macroinvertebrate assemblages at sites of different hydrodynamic regime","year":2004,"lang":"en","type":"article","venue":"Marine Environmental Research","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Mussel; Assemblage (archaeology); Sediment; Invertebrate; Ecology; Fishery; Environmental science; Oceanography; Biology; Geology","authors":[{"name":"Neil D. Hartstein","is_ca":true},{"name":"Ashley A. Rowden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129436608708,"gpt":0.279184757881036,"spread":0.267890391793956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004289157,0.0003366696,0.00047053,0.00007746585,0.0002245608,0.00001660041,0.0004685466,0.0001340703,0.00221835],"category_scores_gemma":[0.00008178544,0.0002281437,0.0001914392,0.0002122904,0.000735294,0.00009947315,0.002409278,0.0004070096,0.0006301982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557186,"about_ca_system_score_gemma":0.000004453038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382518,"about_ca_topic_score_gemma":0.0009210489,"domain_scores_codex":[0.9968582,0.000301914,0.0003509306,0.0006184376,0.001371915,0.0004986397],"domain_scores_gemma":[0.9988992,0.0002901124,0.0001298445,0.0005270125,0.000004569955,0.0001492159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000305463,0.0004382892,0.4978814,0.00004967659,0.00007601305,0.00002521448,0.0003044375,0.0001509068,0.4951709,0.00003458126,0.0007149041,0.004848181],"study_design_scores_gemma":[0.001016944,0.001711322,0.468257,0.00003977412,0.00003131419,0.000003480964,0.0000621111,0.0001192698,0.5275713,0.0005883504,0.0004044086,0.000194809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791397,0.00008716351,0.000002079882,0.0001917537,0.00003383492,0.0004780111,0.00004849543,0.00001880634,0.02000014],"genre_scores_gemma":[0.9939385,0.0004131586,0.00006023503,0.00003557111,0.00003644798,0.00003490004,0.0001651253,0.00002544742,0.005290608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240037,"threshold_uncertainty_score":0.9986938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2545877550","doi":"10.1139/er-2016-0062","title":"A fundamental dichotomy in long-chain polyunsaturated fatty acid abundance between and within marine and terrestrial ecosystems","year":2016,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Toronto Metropolitan University","funders":"","keywords":"Polyunsaturated fatty acid; Marine ecosystem; Food chain; Biology; Ecology; Abundance (ecology); Biome; Ecosystem; Terrestrial ecosystem; Trophic level; Terrestrial plant; Fatty acid","authors":[{"name":"Stefanie M. Colombo","is_ca":true},{"name":"Alexander Wacker","is_ca":false},{"name":"Christopher C. Parrish","is_ca":true},{"name":"Martin J. Kainz","is_ca":false},{"name":"Michael T. Arts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01411343869590688,"gpt":0.2399988426145578,"spread":0.2258854039186509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004827428,0.0003325063,0.0005024563,0.00003366871,0.0001272006,0.00003626218,0.0001535777,0.00008104484,0.0005749847],"category_scores_gemma":[0.0000344951,0.0002036514,0.00006831469,0.0001007808,0.0004125499,0.0002750196,0.0005979473,0.0001524472,0.0002584886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120643,"about_ca_system_score_gemma":0.000002646416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773774,"about_ca_topic_score_gemma":0.001307901,"domain_scores_codex":[0.9980883,0.0001831127,0.0005547561,0.0005884505,0.0002436349,0.0003417364],"domain_scores_gemma":[0.9993414,0.00005277797,0.0002039662,0.0002337121,1.863348e-7,0.0001679947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002840974,0.00003982695,0.8918418,0.00001374736,0.00001396597,0.00001104331,0.0001852187,6.90947e-8,0.01748987,0.00000258569,0.0002307223,0.09014272],"study_design_scores_gemma":[0.001415165,0.0001286456,0.9258904,0.0001623835,0.00002852233,0.00002350611,0.00006833212,0.00001230716,0.001646382,0.0000983584,0.07016359,0.0003623854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941564,0.003314731,0.00005502798,0.0003598332,0.00009407633,0.0009185478,0.00002367486,0.00001957677,0.001058176],"genre_scores_gemma":[0.9918445,0.006576858,0.0003559346,0.0001211134,0.0001102624,0.00007740312,0.00002768578,0.00001995694,0.0008663278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08978033,"threshold_uncertainty_score":0.8304662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044995610","doi":"10.1016/j.oneear.2020.06.013","title":"China at a Crossroads: An Analysis of China's Changing Seafood Production and Consumption","year":2020,"lang":"en","type":"article","venue":"One Earth","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Australian Research Council; Svenska Forskningsrådet Formas; Familjen Erling-Perssons Stiftelse","keywords":"China; Consumption (sociology); Production (economics); Agricultural economics; Business; Geography; Economics; Sociology; Social science; Microeconomics; Archaeology","authors":[{"name":"Beatrice Crona","is_ca":false},{"name":"Emmy Wassénius","is_ca":false},{"name":"Max Troell","is_ca":false},{"name":"Kate Barclay","is_ca":false},{"name":"Tabitha Mallory","is_ca":false},{"name":"Michael Fabinyi","is_ca":false},{"name":"Wenbo Zhang","is_ca":false},{"name":"Vicky W. Y. Lam","is_ca":true},{"name":"Ling Cao","is_ca":false},{"name":"Patrik J. G. Henriksson","is_ca":false},{"name":"Hampus Eriksson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01773892752155719,"gpt":0.2396617640361634,"spread":0.2219228365146063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009885724,0.00007313839,0.000150349,0.0000320139,0.0001389191,0.0000130426,0.0000415014,0.00001929803,0.0007322621],"category_scores_gemma":[0.00003229752,0.00006202326,0.00004272662,0.0003557055,0.0001058004,0.0001306283,0.0001510786,0.0000437839,0.00002575272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001025543,"about_ca_system_score_gemma":0.00000110926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904519,"about_ca_topic_score_gemma":0.0008040241,"domain_scores_codex":[0.9993778,0.00002512315,0.00009438061,0.0002466446,0.0001396019,0.0001164532],"domain_scores_gemma":[0.9997801,0.000002308948,0.00005677523,0.00009915882,0.000003873336,0.00005782547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004731118,0.00008118809,0.9434119,0.0000372952,0.0002313802,0.00000118475,0.009160203,0.001164907,0.03854362,0.000071959,0.0001029712,0.007146013],"study_design_scores_gemma":[0.00008247139,0.00008854715,0.9929488,0.000004129227,0.0001689592,8.280928e-7,0.00008606114,0.002497793,0.003522623,0.000009539261,0.0005135434,0.00007676339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975215,0.00005648148,0.00006438058,0.0009220205,0.00001571338,0.0001027778,0.000006577036,0.00002256563,0.001288005],"genre_scores_gemma":[0.9988317,0.00006677472,0.0002566404,0.00005806607,0.0000460106,0.000003641549,0.00001591653,0.000003845912,0.0007173521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04953678,"threshold_uncertainty_score":0.8017756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137948385","doi":"10.1111/j.1365-294x.2006.02915.x","title":"Genetic differentiation in relation to marine landscape in a broadcast‐spawning bivalve mollusc (<i>Placopecten magellanicus</i>)","year":2006,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nova Scotia Hospital; Fisheries and Oceans Canada; Institute for Marine Biosciences; Dalhousie University","funders":"","keywords":"Biology; Ecology; Fishery; Relation (database)","authors":[{"name":"Ellen Kenchington","is_ca":true},{"name":"Mohsin U. Patwary","is_ca":true},{"name":"E. Zouros","is_ca":true},{"name":"C. J. Bird","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003219476602043422,"gpt":0.1968630009566146,"spread":0.1936435243545712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001125056,0.0001431115,0.0001955654,0.0001194548,0.00004459503,0.00001515026,0.0001188882,0.00009163657,0.001004085],"category_scores_gemma":[0.0000365547,0.0001364113,0.00004274295,0.0003812178,0.0000276837,0.00004329182,0.0003503493,0.0001291584,0.0002307413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307267,"about_ca_system_score_gemma":0.000005083495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334362,"about_ca_topic_score_gemma":0.02233562,"domain_scores_codex":[0.9988667,0.00009761011,0.0002599567,0.0003443931,0.0001226676,0.0003086744],"domain_scores_gemma":[0.9997386,0.00002367358,0.00005504652,0.0001405914,0.000006162305,0.00003595603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001585872,0.00007285958,0.9769577,0.000004613324,0.000006105746,0.0000671099,0.0001299624,0.009103071,0.01190377,0.0001357895,0.0004922171,0.001110943],"study_design_scores_gemma":[0.0005314876,0.00006524059,0.9957595,0.000003161033,0.00001472972,0.000006044698,0.00002046016,0.0007568103,0.0003268329,0.001562957,0.0007978645,0.0001549209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806788,0.00003451726,0.0008367784,0.0005674906,0.00005049839,0.0003066433,0.000001558012,0.00002120241,0.01750254],"genre_scores_gemma":[0.9972365,0.000008332539,0.001562794,0.0003071512,0.00002452306,0.00004790934,0.00002736504,0.0000133948,0.0007719828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000125,"threshold_uncertainty_score":0.9999091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324665554","doi":"10.3354/meps11048","title":"An integrated ecosystem approach for assessing the potential role of cultivated bivalve shells as part of the carbon trading system","year":2014,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Ecosystem; Marine ecosystem; Carbon fibers; Natural resource economics; Environmental science; Environmental resource management; Business; Ecology; Fishery; Biology; Computer science; Economics","authors":[{"name":"Ramón Filgueira","is_ca":true},{"name":"Carrie J. Byron","is_ca":false},{"name":"LA Comeau","is_ca":true},{"name":"Barry A. Costa‐Pierce","is_ca":false},{"name":"Peter J. Cranford","is_ca":true},{"name":"J.G. Ferreira","is_ca":false},{"name":"J. A. Grant","is_ca":true},{"name":"Thomas Guyondet","is_ca":true},{"name":"HM Jansen","is_ca":false},{"name":"Tristan Landry","is_ca":true},{"name":"Christopher W. McKindsey","is_ca":true},{"name":"Jens Kjerulf Petersen","is_ca":false},{"name":"GK Reid","is_ca":true},{"name":"A.C. Smaal","is_ca":false},{"name":"Rémi Sonier","is_ca":true},{"name":"Øivind Strand","is_ca":false},{"name":"Tore Strohmeier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006490283163666546,"gpt":0.2308262748509858,"spread":0.2243359916873193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005866887,0.0002148319,0.0004048423,0.00002536938,0.0003204595,0.00003947018,0.000508223,0.0001178601,0.00005277068],"category_scores_gemma":[0.00007639028,0.0001129932,0.0001432348,0.0002300825,0.0005832262,0.0001511418,0.0004291791,0.0001470073,0.00000114423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006522691,"about_ca_system_score_gemma":0.00001910299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002412248,"about_ca_topic_score_gemma":0.0002044645,"domain_scores_codex":[0.9983609,0.0003838337,0.0004224729,0.0003237857,0.000207182,0.0003018248],"domain_scores_gemma":[0.9990759,0.00007357537,0.0003890304,0.0003637887,0.0000577767,0.00003987326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340282,0.0002960413,0.9765288,0.0003861447,0.0002510408,9.951626e-7,0.001350465,0.001102935,0.007609956,0.001795743,0.0001447497,0.01039909],"study_design_scores_gemma":[0.001586886,0.001344627,0.7782574,0.0001663819,0.0005691574,0.0001280003,0.02505986,0.1187646,0.06100006,0.0008016338,0.01159035,0.000731005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877409,0.00003190912,0.00003130111,0.0001953933,0.0002465647,0.0009167726,0.00001156974,0.00005616753,0.01076939],"genre_scores_gemma":[0.9981648,0.000003139033,0.001275777,0.00001559088,0.00008378773,0.0001786087,0.00002481996,0.00001869502,0.0002347289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982714,"threshold_uncertainty_score":0.460773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054191329","doi":"10.1016/j.aquaeng.2009.04.003","title":"Aquaculture Net Drag Force and Added Mass","year":2009,"lang":"en","type":"article","venue":"Aquacultural Engineering","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Drag coefficient; Solidity; Drag; Mechanics; Morison equation; Added mass; Parasitic drag; Reynolds number; Wave drag; Physics; Drag equation; Mathematics; Classical mechanics; Geometry; Drag divergence Mach number; Turbulence; Vibration; Computer science; Acoustics","authors":[{"name":"Cheslav Balash","is_ca":false},{"name":"Bruce Colbourne","is_ca":true},{"name":"Neil Bose","is_ca":false},{"name":"W. Raman-Nair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004650400087398203,"gpt":0.1960649997245114,"spread":0.1914145996371132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007639279,0.0002864689,0.0002262781,0.00001972418,0.0001466148,0.00006670286,0.0001695361,0.00008901043,0.0002549353],"category_scores_gemma":[0.00003868972,0.0001991837,0.00008370769,0.0002125945,0.00004806081,0.0003327244,0.00007257495,0.0002026053,0.0001256896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603552,"about_ca_system_score_gemma":0.000001457915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003983757,"about_ca_topic_score_gemma":0.00001833478,"domain_scores_codex":[0.9988211,0.00001058873,0.0001913828,0.0003501475,0.0002285039,0.0003982118],"domain_scores_gemma":[0.9996312,0.0000191539,0.00004232906,0.0001511765,0.00000980253,0.0001463805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005583869,0.00009887368,0.007541645,0.00006812839,0.0001678763,0.00008914137,0.005069976,0.01212645,0.8707414,0.009652416,0.04715069,0.04723759],"study_design_scores_gemma":[0.003076508,0.0008576394,0.4544477,0.0001900766,0.0002418077,0.0002641963,0.001291408,0.02866129,0.02374103,0.005570774,0.4779063,0.003751234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933333,0.001616925,0.003021273,0.006232619,0.0003700352,0.0008903611,0.00002054339,0.0009971892,0.0935178],"genre_scores_gemma":[0.9876495,0.0001316107,0.00379917,0.0005194644,0.0001498224,0.00001007295,0.00002086756,0.0000139669,0.007705496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8470004,"threshold_uncertainty_score":0.8122476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985192029","doi":"10.1016/j.marpol.2012.10.009","title":"Mariculture: A global analysis of production trends since 1950","year":2012,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Mariculture; Aquaculture; Fishery; Agriculture; Context (archaeology); Production (economics); Geography; Natural resource economics; Business; Environmental resource management; Environmental science; Fish <Actinopterygii>; Biology; Economics","authors":[{"name":"Brooke Campbell","is_ca":true},{"name":"Daniel Pauly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009888375421688059,"gpt":0.2758889963623014,"spread":0.2660006209406133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001304978,0.0001391276,0.0002272635,0.00006805092,0.00007548466,0.000008511001,0.0001380352,0.00003952883,0.001509664],"category_scores_gemma":[0.00007013249,0.0001001463,0.0001661224,0.002800392,0.000118338,0.0001560832,0.000527796,0.00005444564,0.00007730943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299229,"about_ca_system_score_gemma":0.000004899987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094722,"about_ca_topic_score_gemma":0.003598431,"domain_scores_codex":[0.9990352,0.0000315044,0.0001864787,0.000201837,0.0002404142,0.0003045539],"domain_scores_gemma":[0.999557,0.000006695558,0.00009809433,0.0002371556,0.00001137281,0.00008973755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008395469,0.0001721693,0.9337683,0.000004852942,0.0002699452,2.711014e-7,0.0002443363,0.00008078465,0.0003032074,0.002060085,0.00879032,0.05429734],"study_design_scores_gemma":[0.00006684052,0.00001806819,0.9408873,8.980976e-7,0.000385976,0.000002973122,0.00002855484,0.00002492109,0.0001740824,0.0001228495,0.058177,0.0001105829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4462886,0.00006434379,0.00002575615,0.005584389,0.0001444783,0.0001003843,0.00003020645,0.00005896892,0.5477029],"genre_scores_gemma":[0.9860132,0.00002324221,0.0004103397,0.0001683361,0.0003370443,0.000009204986,0.00003593868,0.000004166619,0.01299852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5397246,"threshold_uncertainty_score":0.9994031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225391652","doi":"10.1038/s41467-022-29818-z","title":"Indigenous oyster fisheries persisted for millennia and should inform future management","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Hakai Institute; Temple University; National Geographic Society; National Science Foundation","keywords":"Indigenous; Oyster; Stewardship (theology); Fishery; Fisheries management; Context (archaeology); Historical ecology; Geography; Reef; Marine protected area; Fishing; Ecology; Political science; Biology; Archaeology; Habitat","authors":[{"name":"Leslie Reeder-Myers","is_ca":false},{"name":"Todd J. Braje","is_ca":false},{"name":"Courtney A. Hofman","is_ca":false},{"name":"Emma A. Elliott Smith","is_ca":false},{"name":"Carey J. Garland","is_ca":false},{"name":"Michael Grone","is_ca":false},{"name":"Carla S. Hadden","is_ca":false},{"name":"Marco Hatch","is_ca":false},{"name":"Turner Hunt","is_ca":false},{"name":"Alice R. Kelley","is_ca":false},{"name":"Michelle J. LeFebvre","is_ca":false},{"name":"Michael Lockman","is_ca":false},{"name":"Iain McKechnie","is_ca":true},{"name":"Ian J. McNiven","is_ca":false},{"name":"Bonnie Newsom","is_ca":false},{"name":"Thomas J. Pluckhahn","is_ca":false},{"name":"Gabriel M. Sanchez","is_ca":false},{"name":"Margo Schwadron","is_ca":false},{"name":"Karen Y. Smith","is_ca":false},{"name":"Tam Smith","is_ca":false},{"name":"Arthur Spiess","is_ca":false},{"name":"Gabrielle Tayac","is_ca":false},{"name":"Victor D. Thompson","is_ca":false},{"name":"Taylor Vollman","is_ca":true},{"name":"Elic M. Weitzel","is_ca":false},{"name":"Torben C. Rick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304115690472165,"gpt":0.2736138891469038,"spread":0.2505727322421822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001353953,0.0001008123,0.00009489318,0.00002695223,0.00139089,0.00002729882,0.0006101556,0.00006388504,0.0002357292],"category_scores_gemma":[0.000009066269,0.00008664493,0.00005661734,0.0001754627,0.0001232996,0.0000834106,0.001934836,0.0004048262,0.000005304559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008735109,"about_ca_system_score_gemma":0.000003597151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003239036,"about_ca_topic_score_gemma":0.0007604205,"domain_scores_codex":[0.9993811,0.0000314103,0.0001156143,0.00014683,0.0001775914,0.0001474869],"domain_scores_gemma":[0.9992461,0.00004334799,0.00005003608,0.000616229,0.00001143376,0.00003285655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009702296,0.0003952239,0.1417019,0.0001034586,0.0003994137,0.000003233058,0.03009215,0.00003903735,0.0001631861,0.01421723,0.724376,0.08841214],"study_design_scores_gemma":[0.0001897833,0.00004238074,0.06516075,0.000001632437,0.00003383324,0.000004399109,0.004978738,0.0000286345,0.000004109935,0.0001527693,0.9292943,0.0001086872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1710705,0.03377424,0.00009928153,0.1201887,0.001135293,0.005498028,0.0005946244,0.0004049756,0.6672343],"genre_scores_gemma":[0.9813879,0.001611976,0.006277686,0.002912501,0.00005130863,0.000613128,0.000212125,0.00001456368,0.006918875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8103173,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052178864","doi":"10.1016/j.jas.2009.06.018","title":"High-resolution sclerochronological analysis of the bivalve mollusk Saxidomus gigantea from Alaska and British Columbia: techniques for revealing environmental archives and archaeological seasonality","year":2009,"lang":"en","type":"article","venue":"Journal of Archaeological Science","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Simon Fraser University; McMaster University","keywords":"Gigantea; Seasonality; Estuary; Isotope analysis; Oceanography; Isotopes of oxygen; Shore; Pacific decadal oscillation; Environmental science; Physical geography; Geography; Ecology; Geology; Biology; Sea surface temperature","authors":[{"name":"Nadine Hallmann","is_ca":false},{"name":"Meghan Burchell","is_ca":true},{"name":"Bernd R. Schöne","is_ca":false},{"name":"Gail V. Irvine","is_ca":false},{"name":"David Maxwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009479564828326585,"gpt":0.2281977877294226,"spread":0.218718222901096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009826991,0.0001455519,0.0005213117,0.0000428529,0.0004928506,0.00005115522,0.0005736441,0.00009468214,0.0001414714],"category_scores_gemma":[0.0005454405,0.0001022664,0.0002589349,0.0004603963,0.007989546,0.0001922777,0.001081119,0.0002982552,2.441495e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006773361,"about_ca_system_score_gemma":0.00001694352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008260041,"about_ca_topic_score_gemma":0.001162433,"domain_scores_codex":[0.9979114,0.0001611299,0.0005139301,0.0004574116,0.0005948556,0.000361262],"domain_scores_gemma":[0.9988466,0.0003832981,0.000409658,0.0001598049,0.0000204678,0.0001801552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003101,0.0001761339,0.9083869,0.000004089101,0.00009156437,0.00001277166,0.0004633027,0.0001060654,0.04324799,0.0002686534,0.00005750994,0.04708472],"study_design_scores_gemma":[0.0002680646,0.0006429746,0.9733133,0.00003059483,0.0001846912,0.00004795389,0.0001369644,0.0005008504,0.0007464287,0.02385509,0.0001445545,0.0001285759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950918,0.0003575342,0.002552279,0.001560912,0.00003441565,0.0002390164,0.00004604523,0.00001178981,0.0001062168],"genre_scores_gemma":[0.9752948,0.0007216019,0.02360525,0.0002747475,0.00005520278,0.000004563538,0.000002196604,0.000002450192,0.0000392172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06492636,"threshold_uncertainty_score":0.9947101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013662247","doi":"10.1016/j.aquaculture.2007.04.051","title":"Immune condition of Chlamys farreri in response to acute temperature challenge","year":2007,"lang":"en","type":"article","venue":"Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Scallop; Hemolymph; Biology; Superoxide dismutase; Reactive oxygen species; Immune system; Oxygen; Hemocyte; Superoxide; Acid phosphatase; Andrology; Oxidative stress; Immunology; Biochemistry; Ecology; Enzyme; Chemistry","authors":[{"name":"Muyan Chen","is_ca":false},{"name":"Hongsheng Yang","is_ca":false},{"name":"Maryse Delaporte","is_ca":true},{"name":"Sanjun Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006954792926948401,"gpt":0.2615985722426802,"spread":0.2546437793157318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005705085,0.0002015332,0.000266945,0.00005811506,0.00008592405,0.00001204531,0.0002265911,0.0001602891,0.000585484],"category_scores_gemma":[0.00008048306,0.0001470749,0.00009595521,0.0004968846,0.00009988614,0.0001408166,0.0002000491,0.0002392159,0.0002262378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009110015,"about_ca_system_score_gemma":0.000005771836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707732,"about_ca_topic_score_gemma":0.0009803557,"domain_scores_codex":[0.9986676,0.0000595689,0.0003210429,0.0003186169,0.0003026331,0.0003305545],"domain_scores_gemma":[0.999525,0.00004452366,0.00008293574,0.0002357009,0.00001948798,0.0000923632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007653671,0.0001717399,0.007809751,0.00001490521,0.0000482674,0.00007335538,0.009165892,0.00003211796,0.9707997,0.0003801079,0.00858634,0.00215239],"study_design_scores_gemma":[0.0009447139,0.0003910999,0.8155966,0.00006682939,0.00003134763,0.00001723724,0.002767612,0.00000246281,0.05666109,0.0002864192,0.1228193,0.0004152645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761229,0.0001775067,0.00001630754,0.002882072,0.00008771947,0.000337009,0.00002527847,0.00003310108,0.0203181],"genre_scores_gemma":[0.9948401,0.00006478251,0.0004281636,0.0004152405,0.00005163104,0.0000150388,0.00002779986,0.00001207211,0.004145151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141387,"threshold_uncertainty_score":0.6410639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1949620474","doi":"10.1029/2006pa001352","title":"Experimental determination of salinity, temperature, growth, and metabolic effects on shell isotope chemistry of<i>Mytilus edulis</i>collected from Maine and Greenland","year":2007,"lang":"en","type":"article","venue":"Paleoceanography","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Ottawa","keywords":"Calcite; Mytilus; Carbonate; Salinity; Intertidal zone; Bivalvia; Mussel; Stable isotope ratio; Geology; Aragonite; Blue mussel; Holocene; Oceanography; Environmental chemistry; Chemistry; Mollusca; Mineralogy; Ecology; Biology; Paleontology","authors":[{"name":"Alan D. Wanamaker","is_ca":false},{"name":"K. J. Kreutz","is_ca":false},{"name":"Harold W. Borns","is_ca":false},{"name":"D. Introne","is_ca":false},{"name":"Scott Feindel","is_ca":false},{"name":"Svend Funder","is_ca":false},{"name":"Paul D. Rawson","is_ca":false},{"name":"Bruce J. Barber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004425476801557996,"gpt":0.2163561337219188,"spread":0.2119306569203608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359197,0.0001886176,0.0002902745,0.00006270556,0.00009344086,0.00001288401,0.00009240261,0.00008424384,0.00004844033],"category_scores_gemma":[0.00004017206,0.0001550511,0.00008194381,0.0003424649,0.0002654676,0.00007212482,0.0001384502,0.0001005304,9.29466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004376661,"about_ca_system_score_gemma":0.000003036647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015999,"about_ca_topic_score_gemma":0.00007497646,"domain_scores_codex":[0.9990325,0.00003643024,0.0002338271,0.0002880775,0.000234772,0.0001743792],"domain_scores_gemma":[0.9994985,0.0001546999,0.0001193456,0.0001305379,0.00001446122,0.00008239854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000905458,0.0001071446,0.5298218,0.00006407632,0.0000398567,0.00000409707,0.0004800777,9.494241e-8,0.4679893,0.00002250042,0.00008902303,0.001291457],"study_design_scores_gemma":[0.0005359319,0.00009808852,0.4734301,0.00002342827,0.00003487919,0.000002182691,0.00008135647,0.000002997618,0.5254192,0.0001304179,0.0001348656,0.0001064753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879246,0.001439498,0.00001616853,0.00002292564,0.00004135225,0.0002115551,0.00002289776,0.00001640008,0.01030458],"genre_scores_gemma":[0.9987121,0.0002615829,0.0008324444,0.00007205221,0.00005472744,0.000006015428,0.00001756886,0.000009492327,0.00003401274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05742996,"threshold_uncertainty_score":0.6322801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W609508471","doi":"","title":"Marine Mesocosms: Biological And Chemical Research In Experimental Ecosystems","year":2011,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Trophic level; Plankton; Zooplankton; Mesocosm; Environmental science; Ecology; Pelagic zone; Enclosure; Water column; Biomass (ecology); Benthic zone; Ecosystem; Herbivore; Oceanography; Biology; Engineering; Geology","authors":[{"name":"George D. Grice","is_ca":false},{"name":"Michael R. Reeve","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04909981719737112,"gpt":0.3187808666763935,"spread":0.2696810494790224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200535,0.0002900491,0.0006602092,0.0001052953,0.00009699305,0.000006676183,0.0003094339,0.001359197,0.01787022],"category_scores_gemma":[0.0001872143,0.0002078329,0.00005463108,0.00007895122,0.003635509,0.00002848218,0.002638921,0.001203885,0.0003051404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252436,"about_ca_system_score_gemma":0.0000423263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000858696,"about_ca_topic_score_gemma":0.001081095,"domain_scores_codex":[0.9974658,0.0003984628,0.0004012403,0.0007851633,0.0003540331,0.000595265],"domain_scores_gemma":[0.9990891,0.0003720322,0.00006813678,0.0001808263,0.00000975095,0.0002801797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001104322,0.001768323,0.68152,0.0003224896,0.0004684088,0.006975557,0.004490992,8.920316e-8,0.001906227,0.1049059,0.08726098,0.1092766],"study_design_scores_gemma":[0.005795467,0.003592639,0.07264605,0.0003037628,0.00008464411,0.004445535,0.000628709,0.0001041683,0.0009169367,0.2834188,0.6260436,0.002019618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2202703,0.002570828,0.000002670221,0.00112864,0.000284938,0.0004110936,0.0000035203,0.00002633946,0.7753017],"genre_scores_gemma":[0.7100737,0.00471148,0.00026704,0.001175777,0.0005950921,0.0002966618,0.0001860881,0.00005192433,0.2826422],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.608874,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473963460","doi":"10.1111/gcb.13346","title":"Bivalve aquaculture‐environment interactions in the context of climate change","year":2016,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Environmental science; Ecosystem; Climate change; Phytoplankton; Oceanography; Ectotherm; Ecology; Marine ecosystem; Biology; Nutrient","authors":[{"name":"Ramón Filgueira","is_ca":true},{"name":"Thomas Guyondet","is_ca":true},{"name":"Luc A. Comeau","is_ca":true},{"name":"Réjean Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04840655339917553,"gpt":0.3013328077588301,"spread":0.2529262543596545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177921,0.0001449079,0.0001816298,0.00001487448,0.00006323252,0.000003928629,0.000257567,0.00005513319,0.0007591243],"category_scores_gemma":[0.00002412874,0.0000667897,0.00008858957,0.0001302051,0.0003067958,0.0001039022,0.0003255375,0.0000606599,0.0004715852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157164,"about_ca_system_score_gemma":0.000001103543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774119,"about_ca_topic_score_gemma":0.00241971,"domain_scores_codex":[0.9990202,0.0001180768,0.0001933922,0.0002547296,0.0001047521,0.0003088662],"domain_scores_gemma":[0.9996169,0.00004923168,0.00009748193,0.0001987307,0.000004568761,0.00003314002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000328176,0.0001161406,0.8661505,0.000005675644,0.00001844161,0.000003485233,0.001754845,1.490439e-8,0.001047435,0.004653689,0.001606948,0.12461],"study_design_scores_gemma":[0.0003215699,0.0001501038,0.7401068,0.00002408497,0.00001704334,0.0000114077,0.0010516,0.00000161015,0.00007573407,0.0008896081,0.2572033,0.0001470475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627669,0.001497224,0.00008457283,0.03747604,0.000889461,0.001925741,0.0009183812,0.00007195232,0.09436979],"genre_scores_gemma":[0.996433,0.001510136,0.00004551782,0.001613684,0.0001546233,0.0001758043,0.00001114415,0.000003524119,0.00005260643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555964,"threshold_uncertainty_score":0.8311879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199539228","doi":"10.1038/s43016-021-00368-9","title":"Compound climate risks threaten aquatic food system benefits","year":2021,"lang":"en","type":"article","venue":"Nature Food","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Consortium of International Agricultural Research Centers; Ocean Nexus Center, EarthLab, University of Washington; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; MAVA Foundation; Walton Family Foundation; University of Washington; EarthLab, University of Washington; Oak Foundation; National Science Foundation","keywords":"Food systems; Business; Climate change; Livelihood; Sustainability; Natural resource economics; Corporate governance; Environmental resource management; Food security; Poverty; Environmental planning; Psychological resilience; Fishery; Geography; Environmental science; Ecology; Economic growth; Economics; Agriculture","authors":[{"name":"Michelle Tigchelaar","is_ca":false},{"name":"William W. L. Cheung","is_ca":true},{"name":"Essam Yassin Mohammed","is_ca":false},{"name":"Michael J. Phillips","is_ca":false},{"name":"Hanna J. Payne","is_ca":false},{"name":"Elizabeth R. Selig","is_ca":false},{"name":"Colette C. C. Wabnitz","is_ca":true},{"name":"Muhammed A. Oyinlola","is_ca":true},{"name":"Thomas L. Frölicher","is_ca":false},{"name":"Jessica A. Gephart","is_ca":false},{"name":"Christopher D. Golden","is_ca":false},{"name":"Edward H. Allison","is_ca":false},{"name":"Abigail Bennett","is_ca":false},{"name":"Ling Cao","is_ca":false},{"name":"Jessica Fanzo","is_ca":false},{"name":"Benjamin S. Halpern","is_ca":false},{"name":"Vicky W. Y. Lam","is_ca":true},{"name":"Fiorenza Micheli","is_ca":false},{"name":"Rosamond L. Naylor","is_ca":false},{"name":"U. Rashid Sumaila","is_ca":true},{"name":"Alessandro Tagliabue","is_ca":false},{"name":"Max Troell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250818338397976,"gpt":0.2576252066304185,"spread":0.2351170232464388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424901,0.0002192193,0.0002673622,0.00001794202,0.0002794839,0.00005774613,0.0002198942,0.0002206233,0.0002504697],"category_scores_gemma":[0.00004529767,0.0001681476,0.0001349923,0.0002974173,0.0000663994,0.0001026003,0.0004528587,0.0004369382,0.0004331616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057213,"about_ca_system_score_gemma":0.000008704664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003540933,"about_ca_topic_score_gemma":0.001331751,"domain_scores_codex":[0.9985041,0.00005706448,0.0002082393,0.0004326855,0.0004154786,0.0003824077],"domain_scores_gemma":[0.9994252,0.0000508846,0.000081764,0.0003302872,0.00001965262,0.00009220266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914512,0.001182699,0.7679681,0.001123877,0.001946596,0.00042889,0.00332423,0.0009314572,0.006201182,0.1085492,0.04244099,0.0657113],"study_design_scores_gemma":[0.003373318,0.001678819,0.820346,0.0004923994,0.0005944951,0.0004415402,0.003540442,0.0006256789,0.02353687,0.003394768,0.1399536,0.002022078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6836237,0.006097702,0.00001979577,0.001024267,0.0006007423,0.0003013255,0.000104044,0.0001989054,0.3080295],"genre_scores_gemma":[0.9985387,0.0001126698,0.0004852133,0.0003356434,0.0001497915,0.00001758831,0.00003672184,0.00001899181,0.0003046517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314915,"threshold_uncertainty_score":0.6856861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098170570","doi":"10.1007/s00227-002-0897-3","title":"Reproductive isolation and reproductive output in two sympatric mussel species (Mytilus edulis, M. trossulus) and their hybrids from Newfoundland","year":2002,"lang":"en","type":"article","venue":"Marine Biology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Universidad Austral de Chile; Natural Sciences and Engineering Research Council of Canada; Universidad de Chile","keywords":"Biology; Reproductive isolation; Hybrid; Introgression; Sympatric speciation; Hybrid zone; Reproductive biology; Mytilus; Blue mussel; Zoology; Mussel; Ecology; Fishery; Botany; Gene flow; Population; Genetic variation","authors":[{"name":"Jorge E. Toro","is_ca":false},{"name":"R. J. Thompson","is_ca":true},{"name":"David J. Innes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146892722122996,"gpt":0.2317797144403148,"spread":0.2170904422280152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209595,0.0002272,0.0003151202,0.00006080774,0.000133,0.00002716391,0.0001048853,0.00005377373,0.0004643739],"category_scores_gemma":[0.0002390502,0.0001638571,0.00003420802,0.0002101252,0.0004367468,0.0001488411,0.0007062731,0.0001642897,0.00003624894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008590538,"about_ca_system_score_gemma":0.000002418593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089874,"about_ca_topic_score_gemma":0.005696924,"domain_scores_codex":[0.9984105,0.0001061986,0.0002368809,0.000911589,0.00006495696,0.000269844],"domain_scores_gemma":[0.9994122,0.0001058906,0.00009580819,0.0003201186,0.00001403369,0.00005192025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004439345,0.00006064749,0.9533362,0.000003451213,0.00003005837,0.000003852617,0.001926977,0.000008457931,0.002681708,0.0001618655,0.001025082,0.04071724],"study_design_scores_gemma":[0.0006323599,0.0001339371,0.9563375,0.000003181746,0.00001544337,0.00001658623,0.0003347539,0.000348407,0.0001710473,0.005158746,0.03663114,0.0002168649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970251,0.0008184141,0.00004875679,0.002594337,0.0001656351,0.0002610987,0.00001804728,0.00003331583,0.02580945],"genre_scores_gemma":[0.9939004,0.0008187711,0.0003899766,0.0001522228,0.0004705645,0.00001778929,0.00003326797,0.00001058925,0.004206422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04050038,"threshold_uncertainty_score":0.9956878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}