{"meta":{"query_hash":"907b7f73c026","filters":{"topic":"Aquatic Ecosystems and Biodiversity"},"cohort_total":373,"direct_labels_cover":0,"predictions_cover":373,"exported":373,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/907b7f73c026","api":"https://metacan.xera.ac/api/v1/cohort?topic=Aquatic+Ecosystems+and+Biodiversity"},"results":[{"id":"W116351661","doi":"10.1023/a:1019602403098","title":"Hypoxia Tolerance of Two Haplochromine Cichlids: Swamp Leakage and Potential for Interlacustrine Dispersal","year":2002,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Wildlife Conservation Society; National Science Foundation","keywords":"Swamp; Biology; Hypoxia (environmental); Biological dispersal; Ecology; Cichlid; Habitat; Zoology; Fishery; Population; Oxygen","score_opus":0.010721338056898027,"score_gpt":0.19594181036515734,"score_spread":0.1852204723082593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116351661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998134,0.00017690491,0.000532953,0.00016170065,0.000076809396,0.00022341909,0.00023173698,0.0000073821125,0.00045507745],"genre_scores_gemma":[0.998147,0.00009035877,0.0012527335,0.000046177018,0.0000307022,0.00000555956,0.000024462615,0.0000057441935,0.00039725789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991768,0.000031557123,0.00024901069,0.000274568,0.00008623536,0.00018183635],"domain_scores_gemma":[0.99960166,0.000048270016,0.00014844295,0.00014489835,0.0000011604391,0.000055570054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010541776,0.00013309899,0.0002559928,0.000019731253,0.000065174536,0.0000032046244,0.00015886215,0.00007614652,0.0023615442],"category_scores_gemma":[0.000010951996,0.00011406315,0.0000762771,0.000030666157,0.0007298912,0.00009064747,0.0002015561,0.00005542512,0.000045342946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070877046,0.0002831537,0.51079863,0.000028634922,0.000050181075,0.0000033795388,0.00040558464,0.00004664884,0.47561744,0.000033419856,0.0020303726,0.010631686],"study_design_scores_gemma":[0.008069526,0.0034563518,0.75084704,0.00008352439,0.00024389947,0.00007270707,0.0013220734,0.020882042,0.20108834,0.00052695547,0.012291822,0.0011157007],"about_ca_topic_score_codex":0.00016446771,"about_ca_topic_score_gemma":0.000043588763,"teacher_disagreement_score":0.27452913,"about_ca_system_score_codex":0.000039691888,"about_ca_system_score_gemma":7.285626e-7,"threshold_uncertainty_score":0.9985504},"labels":[],"label_agreement":null},{"id":"W1177933709","doi":"10.18331/sfs2014.1.1.2","title":"Study of fish exploitation pattern of lake Gerio, Yola, Adamawa State, Nigeria","year":2014,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Fishery; State (computer science); Geography; Biology; Mathematics","score_opus":0.10007975342560817,"score_gpt":0.24341900760181703,"score_spread":0.14333925417620885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177933709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989106,0.0000033913748,0.00012576712,0.000057402893,0.00023088022,0.00009647029,0.00002152825,0.0000018542802,0.0005520864],"genre_scores_gemma":[0.99977005,0.000008046213,0.00013125034,0.000031812797,0.00001096388,6.338364e-7,7.9290464e-7,0.0000022030508,0.00004424516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804837,0.00042022255,0.0006174672,0.00013531644,0.0006350625,0.00014354989],"domain_scores_gemma":[0.9987723,0.0002545917,0.0007623414,0.00010328221,0.000057747708,0.000049693273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042699673,0.00008359773,0.00029532317,0.000074536554,0.00007627721,0.000030372948,0.00040352193,0.000028656354,0.000450741],"category_scores_gemma":[0.00025657212,0.000062633524,0.000039968552,0.00041006706,0.00033798773,0.00060207816,0.00010249781,0.00007832428,0.0000036728977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019196561,0.00018162673,0.99211615,0.0000084774465,0.000006031305,0.000002320125,0.0044078245,0.00031471267,0.0002874778,8.957145e-8,0.0011693168,0.0014867792],"study_design_scores_gemma":[0.0003404833,0.0011206624,0.9917522,0.000025262845,0.000002797048,0.0000028129016,0.0062412075,0.000038796294,0.00022317562,0.000028901242,0.00015394462,0.00006975757],"about_ca_topic_score_codex":0.0059926677,"about_ca_topic_score_gemma":0.14469548,"teacher_disagreement_score":0.13870281,"about_ca_system_score_codex":0.000032729564,"about_ca_system_score_gemma":0.000024167193,"threshold_uncertainty_score":0.9059161},"labels":[],"label_agreement":null},{"id":"W1258188159","doi":"","title":"African Naturalist: The Life and Times of Rodney Carrington Wood 1889-1962","year":2011,"lang":"en","type":"article","venue":"African Research & Documentation","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amateur; Empire; Passions; Memoir; History; Elite; Economic history; Ancient history; Law; Archaeology; Art history; Politics; Art; Political science","score_opus":0.05181614934365429,"score_gpt":0.292297411313732,"score_spread":0.2404812619700777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1258188159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94143903,0.000058684716,0.000014362689,0.00065931655,0.000038619786,0.0003823352,0.000014582082,0.000013130457,0.057379913],"genre_scores_gemma":[0.998249,0.00002686882,0.00029322496,0.00004725185,0.00001811528,0.000015849851,0.000005109584,0.000005184886,0.00133942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840915,0.00027068108,0.00017592474,0.00024474127,0.00063172105,0.00026778431],"domain_scores_gemma":[0.9993521,0.00014368967,0.00009736058,0.00023522692,0.000032649863,0.00013898456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011364853,0.000083788036,0.000110872184,0.00005574369,0.00028925488,0.00004428359,0.00029368122,0.000036987574,0.0039891554],"category_scores_gemma":[0.00014411524,0.00005708401,0.00003202658,0.00036682637,0.00047314283,0.00029430463,0.00031141998,0.00015738443,0.0002448176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004960012,0.00044540793,0.7661232,0.00014169996,0.0002513554,0.000026580845,0.12960419,0.000021501368,0.020323146,0.00981908,0.049671307,0.023076542],"study_design_scores_gemma":[0.0015464873,0.0010501257,0.8607992,0.000060233473,0.00010155284,0.0000121951325,0.078752026,0.00091384805,0.026514776,0.007605534,0.022038944,0.0006050868],"about_ca_topic_score_codex":0.01770416,"about_ca_topic_score_gemma":0.000635702,"teacher_disagreement_score":0.09467601,"about_ca_system_score_codex":0.00013576666,"about_ca_system_score_gemma":0.000033114025,"threshold_uncertainty_score":0.99692136},"labels":[],"label_agreement":null},{"id":"W1429171650","doi":"","title":"Hybrid Aquaculture Research: the Case of Dedza, Malawi","year":2009,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Aquaculture; Context (archaeology); Environmental resource management; Environmental planning; Work (physics); Fishery; Geography; Environmental science; Fish <Actinopterygii>; Engineering; Biology","score_opus":0.058366117089728685,"score_gpt":0.2887786740746638,"score_spread":0.2304125569849351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1429171650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209822,0.000012783413,0.000067603316,0.0014797944,0.0000152414395,0.0001254635,0.0000065272325,0.000008620378,0.077301756],"genre_scores_gemma":[0.9962281,0.0000035388503,0.0002548646,0.00018260392,0.000012708493,5.198911e-7,7.816678e-7,8.753406e-7,0.0033160043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940073,0.00007269115,0.000085318905,0.0001140588,0.00018044292,0.00014673566],"domain_scores_gemma":[0.99969065,0.00004078407,0.000025631593,0.00018908875,0.000008630361,0.00004520397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058860343,0.00004307441,0.000057487345,0.000008058945,0.00019365516,0.000011326574,0.00017788212,0.000021013771,0.0031095205],"category_scores_gemma":[0.000025056355,0.000021842929,0.000030971216,0.00010637061,0.0001462247,0.0000637458,0.00009741924,0.00009025999,0.00073661446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043693173,0.00038874906,0.036722675,0.000016015829,0.000024235998,0.0021835442,0.002258548,0.00011555494,0.011120573,0.010684447,0.8873032,0.049138807],"study_design_scores_gemma":[0.0029688724,0.0032110647,0.31971976,0.00010282687,0.00013334023,0.009013851,0.031809717,0.019692367,0.13085671,0.05282204,0.4279736,0.0016958461],"about_ca_topic_score_codex":0.0034505173,"about_ca_topic_score_gemma":0.0008052918,"teacher_disagreement_score":0.45932955,"about_ca_system_score_codex":0.000034728648,"about_ca_system_score_gemma":0.0000029198582,"threshold_uncertainty_score":0.9978018},"labels":[],"label_agreement":null},{"id":"W1486394128","doi":"10.1002/9781444315813.ch35","title":"Wetland Conditions and Requirements for Maintaining Economically Valuable Species: Waterfowl, Furbearers, Fish and Plants","year":2009,"lang":"en","type":"other","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Waterfowl; Wetland; Fishery; Fish <Actinopterygii>; Geography; Ecology; Environmental science; Biology; Habitat","score_opus":0.02284023392398217,"score_gpt":0.2227063975060963,"score_spread":0.19986616358211412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486394128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047088075,0.00003168563,0.0003099988,0.0004364875,0.00014732129,0.0009490662,0.0012285433,0.00007716246,0.94973165],"genre_scores_gemma":[0.037076034,0.00027035424,0.0029735968,0.0009996889,0.00015494582,0.000015197399,0.0003422268,0.00006912918,0.9580988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918664,0.000015117921,0.00014255986,0.00034502934,0.00008755567,0.00022308706],"domain_scores_gemma":[0.9996468,0.000029290633,0.00009602065,0.000121242665,0.0000017590177,0.000104900355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015262965,0.00016108643,0.00022400157,0.0000353492,0.00013671248,0.00005698805,0.000094679956,0.00013481057,0.015219448],"category_scores_gemma":[0.000005866405,0.00013412184,0.000027112786,0.000014343424,0.00010449406,0.000073044546,0.00011622211,0.000049745373,0.00015300864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008279707,0.000015753572,0.01595265,0.000017620461,0.000032693948,0.0000024765513,0.00005722934,0.000001728029,0.00008536378,0.00005266343,0.9835358,0.00023769644],"study_design_scores_gemma":[0.0009820794,0.00017105097,0.01236298,0.00010613596,0.00004794002,0.00000992734,0.0003211685,0.00032979794,0.000054732092,0.00045227204,0.9847892,0.00037274437],"about_ca_topic_score_codex":0.0005708032,"about_ca_topic_score_gemma":0.0022660065,"teacher_disagreement_score":0.015066439,"about_ca_system_score_codex":0.00007007839,"about_ca_system_score_gemma":0.0000054759967,"threshold_uncertainty_score":0.98568076},"labels":[],"label_agreement":null},{"id":"W1487056451","doi":"10.1080/14634988.2014.880639","title":"Feeding ecology of the intensively fished Nile Perch, <i>Lates niloticus,</i> in Lake Victoria, Uganda","year":2014,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Lates; Predation; Biology; Fishery; Perch; Nile tilapia; Fishing; Invertebrate; Predatory fish; Ecology; Zoology; Fish <Actinopterygii>; Oreochromis","score_opus":0.008692949490859109,"score_gpt":0.2051216262376971,"score_spread":0.196428676746838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487056451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844996,0.000019589477,0.00033455167,0.003598059,0.0011109414,0.0016156932,0.00002348099,0.000036666428,0.008761424],"genre_scores_gemma":[0.9977315,0.000025044703,0.0004744584,0.0011974773,0.000048095822,0.00003743621,0.000006402782,0.000013749818,0.0004658439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722123,0.00043702166,0.00086969906,0.00045761475,0.00046450793,0.0005499436],"domain_scores_gemma":[0.99858016,0.0002225115,0.0005352408,0.00051137386,0.000018007835,0.00013271146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021231228,0.00022175632,0.0005379802,0.0000824388,0.00024130117,0.000023851539,0.0005669089,0.00008331939,0.0003596143],"category_scores_gemma":[0.000111549416,0.00016292142,0.00010209559,0.00045506595,0.00007144706,0.00011975129,0.00058175693,0.00014429138,0.00039062716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026414757,0.00019801904,0.97242653,0.0011130163,0.000057554404,0.0000068072663,0.0020430738,0.0005152866,0.000040363786,0.0011791103,0.018410798,0.003983001],"study_design_scores_gemma":[0.0015800723,0.00034031374,0.92622924,0.0005751001,0.000056163328,0.000008757478,0.0022104352,0.017976195,0.000056038054,0.0007423832,0.0498587,0.00036658422],"about_ca_topic_score_codex":0.0023372823,"about_ca_topic_score_gemma":0.096366376,"teacher_disagreement_score":0.0940291,"about_ca_system_score_codex":0.00052505394,"about_ca_system_score_gemma":0.000024462743,"threshold_uncertainty_score":0.92012256},"labels":[],"label_agreement":null},{"id":"W1510881149","doi":"10.1002/9780470995372.ch8","title":"Interactions in the Utilisation of small Fish by Piscivorous Fish and Birds, and the Fishery in Ijsselmeer","year":2003,"lang":"en","type":"other","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Fishery; Fish <Actinopterygii>; Biology","score_opus":0.013312089752727605,"score_gpt":0.19398552909796354,"score_spread":0.18067343934523594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510881149","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109346695,0.00009476389,0.000057206613,0.0025071527,0.00011485273,0.00076088647,0.00007952222,0.0000138989935,0.887025],"genre_scores_gemma":[0.53636336,0.00078966195,0.00038007242,0.005055669,0.000045839744,0.000044757388,0.000039982056,0.000069655354,0.457211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999341,0.00014001473,0.00014658945,0.00017084985,0.00010911392,0.00009239524],"domain_scores_gemma":[0.9996459,0.00011822968,0.00007655488,0.00014198615,0.0000014793934,0.000015880089],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003779862,0.00009921158,0.00014921514,0.000033628028,0.000033736684,0.000022878201,0.00012213568,0.000093349656,0.0023375426],"category_scores_gemma":[0.000024058294,0.000053867287,0.000019849858,0.00010478922,0.00019641728,0.00004729859,0.00006750484,0.0001556452,0.000010065695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006959985,0.000045315137,0.0977556,0.000019514748,0.000006912805,0.000001117182,0.0007273175,9.538127e-7,0.000009171749,0.00003481974,0.90020937,0.0011829607],"study_design_scores_gemma":[0.0011331621,0.00003476971,0.07007777,0.000117776806,0.000032669846,0.000014544003,0.0030192176,0.0006562453,0.00001974653,0.00015435547,0.9244837,0.00025602104],"about_ca_topic_score_codex":0.027653622,"about_ca_topic_score_gemma":0.21393102,"teacher_disagreement_score":0.42981404,"about_ca_system_score_codex":0.000030063195,"about_ca_system_score_gemma":0.000003062863,"threshold_uncertainty_score":0.99857444},"labels":[],"label_agreement":null},{"id":"W1535375304","doi":"10.1023/a:1003883419105","title":"Otolith age determination for adult tilapia, Oreochromis niloticus L. from Lake Awassa (Ethiopian Rift Valley) by interpreting biannuli and differentiating biannual recruitment","year":2000,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Ministry of Natural Resources","keywords":"Otolith; Fish <Actinopterygii>; Fishery; Oreochromis; Biology; Geography","score_opus":0.016842526051558334,"score_gpt":0.22789640558157445,"score_spread":0.21105387953001611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535375304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960891,0.000021587563,0.0005474773,0.00015081157,0.00009349923,0.00070542993,0.00037981817,0.000064229585,0.0019480545],"genre_scores_gemma":[0.9961436,0.000023075127,0.0021964256,0.00033614103,0.00003992728,0.000055134537,0.0002931815,0.000011408216,0.0009011496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860567,0.00011532436,0.00030159278,0.00051224214,0.00012166625,0.00034347782],"domain_scores_gemma":[0.99936134,0.00018108376,0.00015480972,0.00018246337,0.000014412024,0.00010591542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002502186,0.00021543146,0.00025434166,0.000021406651,0.0002638911,0.000063670894,0.0002049195,0.00017243979,0.002155861],"category_scores_gemma":[0.000114915245,0.00017447546,0.00007006666,0.00006821402,0.00013716212,0.00014378689,0.00014058569,0.00012382239,0.00017513018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002613155,0.00044232426,0.7856038,0.000110297435,0.0001566221,0.00003763857,0.0071634813,0.00004969551,0.06829553,0.000027342952,0.021606453,0.11624549],"study_design_scores_gemma":[0.011398014,0.0034060166,0.7028776,0.001399893,0.00055119285,0.00005601704,0.003630618,0.13544492,0.037320696,0.0016460922,0.09740377,0.0048651802],"about_ca_topic_score_codex":0.0008673966,"about_ca_topic_score_gemma":0.0015145751,"teacher_disagreement_score":0.13539523,"about_ca_system_score_codex":0.00010478028,"about_ca_system_score_gemma":0.000004752055,"threshold_uncertainty_score":0.9987563},"labels":[],"label_agreement":null},{"id":"W1539623526","doi":"10.1111/j.1365-294x.2008.03729.x","title":"Population genetic structure across dissolved oxygen regimes in an African cichlid fish","year":2008,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Gene flow; Local adaptation; Isolation by distance; Cichlid; Population; Ecology; Genetic divergence; Genetic structure; Reproductive isolation; Genetic algorithm; Ecological speciation; Adaptation (eye); Genetic variation; Evolutionary biology; Genetic diversity; Fishery; Gene; Genetics; Fish <Actinopterygii>","score_opus":0.008796651664684765,"score_gpt":0.21575321456769342,"score_spread":0.20695656290300865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539623526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99916106,0.000007256825,0.00008247234,0.00017697805,0.00007355273,0.0001808778,0.000027706532,0.00001836045,0.00027171263],"genre_scores_gemma":[0.99876016,0.000002521842,0.0007823031,0.00029768713,0.0000131454635,0.0000044097073,0.000040988223,0.0000066971875,0.000092077564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990446,0.000103359045,0.00015277723,0.00029638727,0.00012324493,0.0002796089],"domain_scores_gemma":[0.9996251,0.000010161638,0.000070395516,0.00021578587,0.000004543879,0.00007405478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058144225,0.00010064026,0.00015525396,0.00002011671,0.00014169306,0.000008942064,0.00018799672,0.00012190273,0.0006476745],"category_scores_gemma":[0.000018774334,0.0000969844,0.00003244923,0.00013787695,0.00008881436,0.00007869148,0.00013941425,0.00008068287,0.000060645783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009263755,0.000035321333,0.99264747,0.0000022814222,0.0000039475744,0.00015717078,0.00060514174,0.00089691085,0.0051421383,0.0000064025876,0.00022346376,0.0002704966],"study_design_scores_gemma":[0.0002380338,0.0000877332,0.99760103,0.0000011963424,0.0000041951384,0.000027915085,0.00010441066,0.0008281911,0.00040338992,0.00019897328,0.00038398622,0.00012094669],"about_ca_topic_score_codex":0.0012494617,"about_ca_topic_score_gemma":0.024215262,"teacher_disagreement_score":0.0229658,"about_ca_system_score_codex":0.00014087376,"about_ca_system_score_gemma":0.0000056778445,"threshold_uncertainty_score":0.9935903},"labels":[],"label_agreement":null},{"id":"W1552543937","doi":"10.1002/aqc.2328","title":"Wetland edges as peak refugia from an introduced piscivore","year":2013,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University; National Geographic Society","keywords":"Wetland; Species richness; Ecology; Vegetation (pathology); Macrophyte; Environmental science; Introduced species; Geography; Biology","score_opus":0.011369616147852467,"score_gpt":0.20053083084330917,"score_spread":0.1891612146954567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552543937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937403,0.00001412995,0.00015719741,0.0024445693,0.00023353407,0.0005611335,0.000025510986,0.00006893861,0.0027546769],"genre_scores_gemma":[0.9959451,0.000011770354,0.0006850739,0.0007907657,0.00017867537,0.000045598346,0.00031132976,0.00001451273,0.0020171977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983584,0.00014641,0.00043011134,0.00049849553,0.00028929432,0.00027723736],"domain_scores_gemma":[0.9990589,0.00009559604,0.0001791301,0.00043588906,0.000026016609,0.0002044641],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033069935,0.00022232236,0.00029176532,0.000046063036,0.00022576512,0.00019812495,0.00022641741,0.000108260865,0.015653564],"category_scores_gemma":[0.00004773033,0.00017465558,0.000041073225,0.00012858985,0.00008450361,0.00065838255,0.00030432,0.00010458672,0.003738673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011590585,0.00004290018,0.9699694,0.000019224743,0.000027521422,0.000004314207,0.00047739455,0.0000022752322,0.004465076,0.000050013325,0.021755526,0.003174758],"study_design_scores_gemma":[0.0024180806,0.0005319956,0.4453048,0.00009428577,0.00013049733,0.00004796999,0.0016503457,0.3747677,0.0022798448,0.008788307,0.16281362,0.0011725335],"about_ca_topic_score_codex":0.5419008,"about_ca_topic_score_gemma":0.5664483,"teacher_disagreement_score":0.5246646,"about_ca_system_score_codex":0.00007201178,"about_ca_system_score_gemma":0.000013372488,"threshold_uncertainty_score":0.99703705},"labels":[],"label_agreement":null},{"id":"W1556098468","doi":"10.7202/705407ar","title":"Distribution de Pseudomonas aeruginosa et Aeromonas hydrophila dans les eaux de la nappe phréatique superficielle en zone équatoriale au Cameroun et relations avec quelques paramètres chimiques du milieu.","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Sainte Foy; Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Forestry; Molecular biology; Humanities; Geography; Philosophy; Biology","score_opus":0.022859183354287615,"score_gpt":0.2697695617908796,"score_spread":0.24691037843659197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556098468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91015685,0.0014778855,0.073191956,0.006716654,0.00024497742,0.00035667178,0.00033004477,0.00009305812,0.007431892],"genre_scores_gemma":[0.9615727,0.002868309,0.033263747,0.00025773383,0.0004520687,0.00002651383,0.00006581194,0.000017830827,0.0014752742],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99533963,0.0020053047,0.0005199644,0.00070712494,0.00047010914,0.0009578902],"domain_scores_gemma":[0.99808085,0.0009071141,0.0002648818,0.0003357346,0.000037805366,0.00037362138],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004404821,0.00038388514,0.0003830147,0.00007312983,0.0017834525,0.00029932542,0.00073226047,0.0004501287,0.0005148048],"category_scores_gemma":[0.0005444922,0.0003814455,0.00020021365,0.0005991859,0.0034753443,0.0010379374,0.00030072188,0.00050527736,0.00029373076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037650447,0.0007700539,0.773499,0.00015540105,0.00005905407,0.00010865677,0.06666337,0.08327483,0.019672303,0.047181085,0.0036055546,0.004973067],"study_design_scores_gemma":[0.0009775418,0.00090094755,0.36592928,0.0010549902,0.00029304755,0.0013703483,0.008210858,0.5055763,0.019923843,0.009539447,0.08459038,0.0016330015],"about_ca_topic_score_codex":0.12975416,"about_ca_topic_score_gemma":0.106294505,"teacher_disagreement_score":0.4223015,"about_ca_system_score_codex":0.003517018,"about_ca_system_score_gemma":0.00061667734,"threshold_uncertainty_score":0.99986374},"labels":[],"label_agreement":null},{"id":"W1568266991","doi":"10.5860/choice.48-2052","title":"Arguments for protected areas: multiple benefits for conservation and use","year":2010,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.05869179291055994,"score_gpt":0.27763427436564037,"score_spread":0.21894248145508044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568266991","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946777,0.00024639483,0.0011279815,0.00036324613,0.00009607777,0.003099889,0.00036432853,0.0000177769,0.000006578406],"genre_scores_gemma":[0.47759646,0.0034994073,0.50505227,0.004610157,0.0009628419,0.002167133,0.0024239188,0.000081403414,0.0036064219],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993416,0.000017611734,0.0002127791,0.00022198969,0.00006933601,0.00013666962],"domain_scores_gemma":[0.9994154,0.00018146983,0.00015202873,0.00015892366,0.000021221858,0.00007095914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028572127,0.000099385485,0.00018487417,0.000010424782,0.00013144144,0.000023920642,0.00008963695,0.00006108996,0.00006385489],"category_scores_gemma":[0.0011398306,0.00007580449,0.00005150901,0.000061665654,0.000034385237,0.00019199993,0.000053448908,0.000059624326,0.000024904872],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022305725,0.00017339218,0.90946,0.00031915744,0.0000103102775,1.11758474e-7,0.000041186224,0.000002116924,0.015210267,0.000019626039,0.006070477,0.068671025],"study_design_scores_gemma":[0.00072394736,0.00006213675,0.29117084,0.000088626686,0.000032160246,0.000001369763,0.0000054747543,0.0056523113,0.0002290522,0.000029174555,0.7018773,0.0001275754],"about_ca_topic_score_codex":0.00037063094,"about_ca_topic_score_gemma":0.005645687,"teacher_disagreement_score":0.69580686,"about_ca_system_score_codex":0.000023215556,"about_ca_system_score_gemma":0.0000043054465,"threshold_uncertainty_score":0.3150426},"labels":[],"label_agreement":null},{"id":"W1581675999","doi":"10.1111/j.1474-919x.2006.00551.x","title":"Donald Watson (1918–2005)","year":2006,"lang":"en","type":"article","venue":"Ibis","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scots; Club; Sister; Watson; Painting; George (robot); Brother; White (mutation); Art history; Biography; Art; History; Genealogy; Sociology; Medicine; Anthropology; Literature","score_opus":0.0063794635671102,"score_gpt":0.17134542118312013,"score_spread":0.16496595761600993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581675999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89424974,0.000016187183,0.0001419468,0.0007163215,0.00008200267,0.000058686343,0.0000069053867,0.000029088418,0.104699105],"genre_scores_gemma":[0.9894232,0.0000016199654,0.00038306075,0.00015196262,0.00005640626,9.86117e-7,0.000004699718,0.0000023592324,0.009975696],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994783,0.000010720909,0.00007337863,0.00013099909,0.00014905815,0.00015754618],"domain_scores_gemma":[0.99981785,0.000008975311,0.000026715197,0.00010774823,0.0000013693596,0.00003736056],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009608659,0.000051990373,0.00005573089,0.0000070168912,0.000079068726,0.000011720881,0.00009531534,0.000032213065,0.005140967],"category_scores_gemma":[0.000002633488,0.000041795895,0.000030850308,0.000049255512,0.00003679339,0.00006930933,0.00007236241,0.000032625387,0.0056088814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048583934,0.000058644397,0.5139038,0.0000034048273,0.0000029591367,0.0000142042945,0.000051028972,0.00008208981,0.0035635268,0.00011977769,0.48010764,0.0020881034],"study_design_scores_gemma":[0.00020924104,0.000027693022,0.3529847,0.000004941685,0.000008086296,0.0000055824426,0.00003361592,0.00045780322,0.0023020091,0.0007117254,0.6430987,0.00015589292],"about_ca_topic_score_codex":0.0074784155,"about_ca_topic_score_gemma":0.003489662,"teacher_disagreement_score":0.16299108,"about_ca_system_score_codex":0.00007227472,"about_ca_system_score_gemma":0.0000016914056,"threshold_uncertainty_score":0.99913085},"labels":[],"label_agreement":null},{"id":"W1811552311","doi":"10.1111/j.1467-2979.2010.00379.x","title":"Operationalizing governability: a case study of a Lake Malawi fishery","year":2010,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Operationalization; Corporate governance; Fishing; Normative; Fishery; Lagging; Environmental resource management; Process (computing); Business; Geography; Environmental planning; Economics; Political science; Computer science","score_opus":0.014570162440847476,"score_gpt":0.20417927231336266,"score_spread":0.1896091098725152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1811552311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525124,0.0000011297251,0.0000056815643,0.00025108652,0.00008999272,0.0001793606,0.000045202396,0.000012166996,0.0041641505],"genre_scores_gemma":[0.9990891,0.000001143809,0.00021218628,0.00014283805,0.000023751412,0.0000065001836,0.0000031654183,0.0000028746472,0.0005184428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943537,0.000023197246,0.00013730626,0.00017095782,0.00013961169,0.00009354379],"domain_scores_gemma":[0.99971306,0.0000317951,0.000050211216,0.00014321212,0.0000085302445,0.000053161835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000157342,0.00007169261,0.00011377575,0.000006588001,0.00015508632,0.000038038535,0.000067820016,0.00004362576,0.0027049084],"category_scores_gemma":[0.000043403754,0.000060643644,0.000019483141,0.000059472728,0.00012534478,0.00022817781,0.00014871213,0.00008306814,0.0000094171155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007707729,0.00012536725,0.9911798,0.000009980522,0.000007627881,0.00010025812,0.0021846453,0.0000013442474,0.00016944222,0.0000057879984,0.005371579,0.00083645195],"study_design_scores_gemma":[0.00061985647,0.00033326444,0.9396127,0.0000048699244,0.000026127545,0.0004323733,0.013768863,0.00031923992,0.00007882608,0.000063802785,0.04454331,0.00019679408],"about_ca_topic_score_codex":0.005403864,"about_ca_topic_score_gemma":0.21655114,"teacher_disagreement_score":0.21114728,"about_ca_system_score_codex":0.00000870775,"about_ca_system_score_gemma":0.000005063757,"threshold_uncertainty_score":0.99820673},"labels":[],"label_agreement":null},{"id":"W1823945141","doi":"10.1139/cjfas-2015-0098","title":"Maximizing fisheries yields while maintaining community structure","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fisheries management; Fishing; Fishery; Maximum sustainable yield; Ecosystem; Yield (engineering); Fisheries science; Community structure; Environmental resource management; Environmental science; Geography; Ecology; Biology","score_opus":0.0488299526388507,"score_gpt":0.209286189574148,"score_spread":0.1604562369352973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823945141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888333,0.000115382936,0.0001401441,0.0020410006,0.00029658212,0.000047967907,0.0000073109723,0.000003607027,0.008514724],"genre_scores_gemma":[0.9967852,0.000004555934,0.0026955167,0.00036178718,0.000042692434,2.388872e-7,7.168096e-7,0.0000029557746,0.0001063005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899226,0.00012025637,0.00023880003,0.00010117633,0.00027592483,0.00027160018],"domain_scores_gemma":[0.99904203,0.00008958391,0.00019054767,0.00010219325,0.000017197908,0.0005584146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011676695,0.00010403579,0.00018647544,0.00005829884,0.0008533949,0.00024666358,0.00039407553,0.00005502229,0.00070627657],"category_scores_gemma":[0.0003100667,0.0000783706,0.000033631117,0.00023783825,0.00097386964,0.00059967977,0.00006799933,0.00022187253,0.000007735609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006487952,0.0000055612386,0.9654376,0.000005911353,0.000010670645,0.000033695113,0.010188057,0.00006848218,0.000048076774,0.000081867125,0.018289244,0.0058243438],"study_design_scores_gemma":[0.0018226565,0.0035124423,0.43754768,0.0004025106,0.00014190083,0.0014534317,0.32391614,0.0070650256,0.00042371955,0.03676937,0.1855674,0.0013777402],"about_ca_topic_score_codex":0.06326661,"about_ca_topic_score_gemma":0.16919582,"teacher_disagreement_score":0.5278899,"about_ca_system_score_codex":0.00011776864,"about_ca_system_score_gemma":0.00027710377,"threshold_uncertainty_score":0.94297117},"labels":[],"label_agreement":null},{"id":"W1872947996","doi":"10.1111/bij.12122","title":"Ontogenetic shifts in phenotype-environment associations in Nile perch,<i>Lates niloticus</i>(Perciformes: Latidae) from Lake Nabugabo, Uganda","year":2013,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Perch; Lates; Ecomorphology; Morphometrics; Ecology; Habitat; Perciformes; Predation; Phenotypic plasticity; Ontogeny; Abiotic component; Zoology; Fishery; Fish <Actinopterygii>","score_opus":0.018730064475587442,"score_gpt":0.19373642633403518,"score_spread":0.17500636185844773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1872947996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979626,0.00009824345,0.00004467565,0.001165879,0.00011966136,0.00024483821,0.00004679378,0.000005846844,0.00031149614],"genre_scores_gemma":[0.997241,0.00018461618,0.0018841234,0.00052181457,0.00008288361,0.00000329155,0.000006697026,0.000004848659,0.00007073295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850136,0.00019989215,0.0005097473,0.00019343963,0.00030919057,0.00028637634],"domain_scores_gemma":[0.9992259,0.00019459409,0.00031256612,0.0001614538,0.000011770305,0.000093711846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006175945,0.00014947823,0.0002922347,0.0000114185295,0.00013371588,0.000035004898,0.00047838,0.00019303699,0.0025720065],"category_scores_gemma":[0.00008980847,0.00008345753,0.00025840744,0.00016560964,0.00016830653,0.00014816751,0.00029299248,0.0003271657,0.00023824346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007227863,0.00017146225,0.9922739,0.0000016248338,0.000020633228,0.0000019678537,0.0013346855,0.00040663284,0.002659062,0.0000039880474,0.0025507982,0.00056800374],"study_design_scores_gemma":[0.00049530936,0.00009184492,0.9951157,0.00002587096,0.000012547074,0.0000010570318,0.00086779124,0.00044013967,0.00007631116,0.0012044302,0.0015458071,0.00012318691],"about_ca_topic_score_codex":0.0010268134,"about_ca_topic_score_gemma":0.0012852182,"teacher_disagreement_score":0.0028417907,"about_ca_system_score_codex":0.00039911337,"about_ca_system_score_gemma":0.00001570338,"threshold_uncertainty_score":0.9983398},"labels":[],"label_agreement":null},{"id":"W1875848818","doi":"10.1139/cjfas-2015-0130","title":"The Nile perch invasion in Lake Victoria: cause or consequence of the haplochromine decline?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Lates; Fishery; Zooplankton; Ecology; Predation; Oncorhynchus; Fish <Actinopterygii>","score_opus":0.048876250562203766,"score_gpt":0.2279756177708528,"score_spread":0.17909936720864902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875848818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410987,0.00013897089,0.000008708371,0.0046132235,0.00031932993,0.000075043135,0.000005295892,6.1453727e-7,0.0007289699],"genre_scores_gemma":[0.9993615,0.00004316412,0.00022603085,0.00014653648,0.000022942413,4.844457e-7,8.451454e-8,0.000001314568,0.00019792248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990946,0.00007977816,0.00026332348,0.000088168206,0.00030135756,0.0001727818],"domain_scores_gemma":[0.99929,0.00019020916,0.00019109837,0.00009490899,0.00001838825,0.00021539406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014116182,0.00006176422,0.00012504128,0.000028125107,0.0003400697,0.00008176376,0.00044231256,0.00002931292,0.00016434763],"category_scores_gemma":[0.00077592256,0.000027882483,0.000025135443,0.0003527421,0.0014361835,0.00021185967,0.0000679778,0.00008176702,0.000003770506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014234434,0.0000066234884,0.9899361,0.0000040220934,0.0000044678063,0.00006713328,0.00222419,0.000029571773,0.000089238136,0.00004346917,0.0061460575,0.0014348765],"study_design_scores_gemma":[0.00150017,0.0013700651,0.81426865,0.00039568753,0.00005984729,0.001345569,0.031622756,0.003878697,0.0006605607,0.0050197253,0.13946925,0.00040904543],"about_ca_topic_score_codex":0.026654845,"about_ca_topic_score_gemma":0.8246406,"teacher_disagreement_score":0.79798573,"about_ca_system_score_codex":0.000078881225,"about_ca_system_score_gemma":0.00065695314,"threshold_uncertainty_score":0.97982675},"labels":[],"label_agreement":null},{"id":"W1913557566","doi":"10.1111/jeb.12720","title":"Little evidence for morphological change in a resilient endemic species following the introduction of a novel predator","year":2015,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fonds Québécois de la Recherche sur la Nature et les Technologies; Universities Space Research Association; National Geographic Society; National Science Foundation","keywords":"Biology; Predator; Evolutionary biology; Ecology; Zoology; Predation","score_opus":0.1545126270953485,"score_gpt":0.31359169181512503,"score_spread":0.15907906471977654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1913557566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944531,0.0006944264,0.0014100297,0.0027788335,0.000425074,0.00018626668,0.000013625021,0.000001820477,0.000036879843],"genre_scores_gemma":[0.997162,0.00002970581,0.0023697687,0.000052239968,0.0003344517,0.00000483354,0.0000021630426,0.0000012518154,0.000043604632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928904,0.000087659944,0.000280064,0.000104303916,0.00012602382,0.00011291305],"domain_scores_gemma":[0.9994475,0.00015340031,0.0002478577,0.00008365945,0.000029521021,0.000038057256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097349175,0.000051510204,0.00014801654,0.000035333538,0.000038638376,0.0000020053058,0.00018594024,0.000063350875,0.00008173959],"category_scores_gemma":[0.00063461025,0.000030258669,0.00008187285,0.00011087531,0.00013435374,0.00016360354,0.000103971375,0.00008908765,0.0000062575405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035193554,0.00018685283,0.94524014,0.000006668117,0.00001954438,0.0000053431486,0.0005981813,0.00029664303,0.033053353,0.00029526695,0.019685902,0.00026017713],"study_design_scores_gemma":[0.0012220565,0.0014893445,0.9734214,0.00005389624,0.000036636815,0.00024838044,0.0009117179,0.0024414975,0.0003188026,0.001114847,0.018634068,0.00010737817],"about_ca_topic_score_codex":0.00016266052,"about_ca_topic_score_gemma":0.000053224732,"teacher_disagreement_score":0.03273455,"about_ca_system_score_codex":0.00023724142,"about_ca_system_score_gemma":0.000025966718,"threshold_uncertainty_score":0.12339127},"labels":[],"label_agreement":null},{"id":"W1945368583","doi":"10.1007/s10646-015-1578-6","title":"Effects of habitat on mercury concentrations in fish: a case study of Nile perch (Lates niloticus) in Lake Nabugabo, Uganda","year":2015,"lang":"en","type":"article","venue":"Ecotoxicology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Geographic Society","keywords":"Lates; Perch; Trophic level; Habitat; Nile tilapia; Oreochromis; Freshwater fish; Fishery; Ecotoxicology; Ecology; Biology; Mercury (programming language); Environmental science; Fish <Actinopterygii>","score_opus":0.01999453532028956,"score_gpt":0.24758653600246494,"score_spread":0.2275920006821754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1945368583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984547,0.0000074612867,0.0000018723982,0.00007425125,0.00011542613,0.0007633212,0.000017787306,0.0000056454187,0.00055953505],"genre_scores_gemma":[0.99983156,0.0000015317856,0.000037988186,0.00005456044,0.0000066324997,0.000023221502,0.0000022233648,0.0000033468348,0.000038932187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989879,0.00023451296,0.00027189756,0.00019837501,0.00013248049,0.00017479941],"domain_scores_gemma":[0.99943024,0.00026934128,0.0000978447,0.00012753982,0.0000103570455,0.00006470266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034504064,0.00008816018,0.00026134806,0.000060367678,0.0000284462,0.000003190813,0.00011017583,0.00008218472,0.00021994924],"category_scores_gemma":[0.00014056031,0.00007832606,0.000022542272,0.00021674125,0.00010699432,0.00007164913,0.00009570015,0.0000929703,0.00004106609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039555976,0.0014602562,0.98803383,0.000022006612,0.000007777744,0.0005877241,0.006321655,0.00043258123,0.002179242,0.000009725477,0.00081696984,0.00008868398],"study_design_scores_gemma":[0.0038590946,0.0038174037,0.9767122,0.000028873279,0.00002303078,0.00007144005,0.008556275,0.00091140694,0.0056070955,0.000054292086,0.00019714702,0.0001616927],"about_ca_topic_score_codex":0.0024916588,"about_ca_topic_score_gemma":0.4433532,"teacher_disagreement_score":0.44086155,"about_ca_system_score_codex":0.00012804473,"about_ca_system_score_gemma":0.000022456772,"threshold_uncertainty_score":0.5668041},"labels":[],"label_agreement":null},{"id":"W1964831013","doi":"10.1007/s10933-005-2392-6","title":"Paleolimnological investigations of anthropogenic environmental change in Lake Tanganyika: I. An introduction to the project","year":2005,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"United Nations Development Programme; Tanzania Commission for Science and Technology; National Science Foundation","keywords":"Delta; River delta; Drainage basin; Littoral zone; Watershed; Paleolimnology; Sediment; Wetland; Hydrology (agriculture); Geology; Environmental science; Oceanography; Climate change; Ecology; Geography; Geomorphology","score_opus":0.033259790556490774,"score_gpt":0.26177207032490035,"score_spread":0.22851227976840957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964831013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987928,0.000099879086,0.00007488554,0.011384621,0.00018714482,0.00025003214,0.00002030527,0.0000047473554,0.00005042917],"genre_scores_gemma":[0.99740404,0.00009523653,0.0015604618,0.00031833208,0.0005769433,0.000005679383,0.0000036226425,0.0000037909094,0.000031923206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876946,0.00019979618,0.00042826915,0.00017038704,0.00022314393,0.00020896658],"domain_scores_gemma":[0.99938357,0.000031725605,0.00030775068,0.0001928809,0.000008590432,0.000075495365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054519746,0.00010175913,0.00022414308,0.00011263942,0.000078914876,0.000005729954,0.00031192123,0.00010536894,0.0009855065],"category_scores_gemma":[0.00006713758,0.00006681458,0.00006572861,0.00023217939,0.00034276204,0.00024843635,0.00012235715,0.00022650095,0.00009396529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046161214,0.0002971421,0.9780654,0.0000034493787,0.00001700807,0.000012977622,0.002634319,0.00042241454,0.008088423,0.00006828081,0.0009490133,0.009395467],"study_design_scores_gemma":[0.0004271984,0.00084232277,0.95140547,0.0000074608574,0.000025534497,0.00020404164,0.001002492,0.00042859468,0.0010086853,0.00006127296,0.0444799,0.00010703154],"about_ca_topic_score_codex":0.000087997636,"about_ca_topic_score_gemma":0.012204989,"teacher_disagreement_score":0.043530885,"about_ca_system_score_codex":0.00010990069,"about_ca_system_score_gemma":0.000014039789,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W1966649835","doi":"10.3394/0380-1330(2006)32[77:twbasi]2.0.co;2","title":"The Water Balance and Stable Isotope Hydrology of Lake Edward, Uganda-Congo","year":2006,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Hydrology (agriculture); Water balance; Outflow; Surface water; Environmental science; Stable isotope ratio; Evaporation; Geology; Geography; Oceanography","score_opus":0.01978179547424746,"score_gpt":0.2573565585280438,"score_spread":0.23757476305379632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966649835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141836,0.0001489127,0.000019720275,0.0012881102,0.00005503403,0.00009210013,0.000008715018,0.0000016062945,0.0069674347],"genre_scores_gemma":[0.9946362,0.00014896308,0.00006467405,0.000014259872,0.000069617505,8.141269e-7,7.6017557e-7,0.0000031781171,0.0050615794],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986251,0.00017056453,0.00025826218,0.0001007544,0.00053889694,0.00030640035],"domain_scores_gemma":[0.99948126,0.00016068669,0.00009146776,0.00013567512,0.00006482111,0.0000660777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020429865,0.00006050802,0.00016552304,0.00004027555,0.00027754423,0.00003841278,0.00027331882,0.00005135515,0.00078879116],"category_scores_gemma":[0.000043065033,0.000026652106,0.0000443668,0.00009884203,0.00044574327,0.00013820785,0.00019583,0.00022070024,0.000068382826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001497471,0.000051986506,0.95739526,0.000016466702,0.000023253408,0.000051651332,0.00018880934,0.000069868074,0.01799986,0.0000661979,0.022278093,0.0017088176],"study_design_scores_gemma":[0.001397548,0.001147113,0.3683361,0.000047667032,0.000023794099,0.00026420897,0.00035232923,0.0010521542,0.018813165,0.0027100279,0.6056853,0.000170577],"about_ca_topic_score_codex":0.0005527926,"about_ca_topic_score_gemma":0.0034854447,"teacher_disagreement_score":0.5890591,"about_ca_system_score_codex":0.000045610643,"about_ca_system_score_gemma":0.000014399656,"threshold_uncertainty_score":0.863671},"labels":[],"label_agreement":null},{"id":"W1967010836","doi":"10.1111/j.0022-1112.2006.00906.x","title":"Marbled lungfish growth rates in Lake Baringo, Kenya, estimated by mark‐recapture","year":2006,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lungfish; Biology; Range (aeronautics); Mark and recapture; Marbled meat; Zoology; Ecology; Fish <Actinopterygii>; Fishery; Animal science; Demography; Population","score_opus":0.007077864180574593,"score_gpt":0.20797823906399251,"score_spread":0.20090037488341791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967010836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155825,0.000059348844,0.0000549355,0.0016237217,0.00023626444,0.00007449278,0.000052032,0.0000079762485,0.0063329847],"genre_scores_gemma":[0.9980932,0.00004160684,0.00057954335,0.00048352376,0.000105176325,7.0143983e-7,0.000022496448,0.0000048613088,0.00066887424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903136,0.00010098163,0.00038193818,0.00014760155,0.000107795764,0.00023030379],"domain_scores_gemma":[0.99947447,0.000064754946,0.0002984317,0.000079389225,0.000019975134,0.0000629564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004585563,0.000110927955,0.00025880235,0.0000511608,0.00005151182,0.000016973205,0.00024469258,0.00016963322,0.0015879227],"category_scores_gemma":[0.00006362551,0.000084167485,0.00006499139,0.00016419668,0.00009368755,0.00012850757,0.00009095836,0.00022118335,0.00004788265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030813277,0.000056112513,0.7367452,0.000004010955,0.000007952399,0.000030982697,0.000016148557,0.000016862099,0.0071078856,0.000011802548,0.25582808,0.00014415063],"study_design_scores_gemma":[0.0009835463,0.00017486094,0.9196795,0.0000321133,0.000018560748,0.0001045568,0.000031807413,0.00031435402,0.0010461127,0.00077540823,0.07666024,0.00017892223],"about_ca_topic_score_codex":0.0009827497,"about_ca_topic_score_gemma":0.006407192,"teacher_disagreement_score":0.18293433,"about_ca_system_score_codex":0.000105308325,"about_ca_system_score_gemma":0.000010965884,"threshold_uncertainty_score":0.99932474},"labels":[],"label_agreement":null},{"id":"W1967647704","doi":"10.1111/j.1095-8649.2009.02173.x","title":"Mixed parentage in <i>Neolamprologus pulcher</i> groups","year":2009,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Biology; Zoology; Ecology; Demography","score_opus":0.01731072308208321,"score_gpt":0.21695186635858046,"score_spread":0.19964114327649726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967647704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542576,0.000035273104,0.000085585714,0.0018989714,0.00022314308,0.00005185403,0.0000043060368,0.000003612881,0.0022714676],"genre_scores_gemma":[0.99802125,0.000030347988,0.0003384797,0.0014998197,0.000064980406,2.1063651e-7,0.0000019277475,0.0000013239485,0.00004168033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926096,0.0000832268,0.00029219058,0.00010252123,0.000080733626,0.0001803401],"domain_scores_gemma":[0.9995979,0.000029970864,0.00022693386,0.00007496283,0.000006880091,0.00006336329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044527662,0.000071083734,0.00019553129,0.000037106052,0.00003098073,0.000006370393,0.00021767218,0.00010261234,0.000420929],"category_scores_gemma":[0.00003654492,0.000052144685,0.000063331645,0.00009800674,0.00005498396,0.00009898583,0.000045052286,0.00016945558,0.00006497078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061127816,0.00014631837,0.95779634,0.0000017119056,0.000008600089,0.00008472286,0.0001575788,0.000017024497,0.012052453,0.000063891624,0.017796872,0.011813355],"study_design_scores_gemma":[0.00081918214,0.00088020717,0.96881115,0.000010213793,0.000010957535,0.00012651013,0.0001481594,0.000055288445,0.0007043082,0.0019511249,0.026367053,0.00011586744],"about_ca_topic_score_codex":0.000094933945,"about_ca_topic_score_gemma":0.00037936424,"teacher_disagreement_score":0.011697487,"about_ca_system_score_codex":0.000093198236,"about_ca_system_score_gemma":0.00000721452,"threshold_uncertainty_score":0.46088773},"labels":[],"label_agreement":null},{"id":"W1969720879","doi":"10.1111/fwb.12452","title":"Niche expansion in a resilient endemic species following introduction of a novel top predator","year":2014,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Ecology; Niche; Trophic level; Biology; Predation; Competition (biology); Perch; Introduced species; Apex predator; Ecological niche; Lates; Trophic cascade; Ecosystem; Predator; Fishery; Fish <Actinopterygii>; Habitat","score_opus":0.014120029689604548,"score_gpt":0.21445861661346383,"score_spread":0.20033858692385928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969720879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976637,0.000009847012,0.0011800777,0.0002918826,0.0002720525,0.00010872783,0.000016184133,0.00001020587,0.0004473678],"genre_scores_gemma":[0.99803686,0.00000271699,0.0015040104,0.000043599313,0.00008906421,0.0000035188164,0.000022917087,0.0000024405201,0.00029488606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992726,0.00007084294,0.00018610644,0.00023780126,0.00007153032,0.00016113426],"domain_scores_gemma":[0.9997108,0.00002212704,0.00006166125,0.00017585441,0.0000032625455,0.000026288388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034443685,0.000070518225,0.00014715997,0.00003580582,0.000031623418,0.0000029909852,0.00012998394,0.00008363172,0.00054534135],"category_scores_gemma":[0.00005820333,0.000052325977,0.000040853625,0.000078787634,0.00007512986,0.00005383875,0.00016617205,0.00006114413,0.00007673714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015371019,0.00004491218,0.5476925,0.0000044742646,0.00000385984,3.8722942e-7,0.00029775364,0.00004322529,0.44911444,0.00008328079,0.0023698334,0.00033000132],"study_design_scores_gemma":[0.002646559,0.0007701315,0.4491631,0.00004512477,0.000033649896,0.000012783856,0.0005998574,0.007253133,0.25132132,0.0008556107,0.28679627,0.00050243025],"about_ca_topic_score_codex":0.0009824304,"about_ca_topic_score_gemma":0.003206545,"teacher_disagreement_score":0.28442645,"about_ca_system_score_codex":0.00006795334,"about_ca_system_score_gemma":0.0000030918336,"threshold_uncertainty_score":0.59711057},"labels":[],"label_agreement":null},{"id":"W1971579759","doi":"10.1016/j.palaeo.2008.12.002","title":"Biogenic structures in exhumed surfaces around saline lakes: An example from Lake Bogoria, Kenya Rift Valley","year":2008,"lang":"en","type":"article","venue":"Palaeogeography Palaeoclimatology Palaeoecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Rift valley; Substrate (aquarium); Pleistocene; Geochemistry; Paleontology; Oceanography","score_opus":0.02411210082162674,"score_gpt":0.22025241677687177,"score_spread":0.19614031595524503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971579759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481195,0.00041518046,0.0001331653,0.0002498359,0.0010731745,0.00086601713,0.00026305628,0.00026301187,0.0019246216],"genre_scores_gemma":[0.9950263,0.00050038856,0.002872652,0.00052824337,0.00015146635,0.00009647177,0.00070758944,0.00005297225,0.00006391391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935743,0.0010011104,0.0012809692,0.0019065595,0.00057250774,0.0016645185],"domain_scores_gemma":[0.99679214,0.00083376915,0.00060007704,0.0012152982,0.000049142545,0.000509559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008128172,0.0008265233,0.0014589744,0.00048508914,0.0007302467,0.00004347051,0.0012220285,0.0009789016,0.009737507],"category_scores_gemma":[0.00008802987,0.00078540266,0.00040479255,0.0010968342,0.0019244245,0.00047957923,0.00059962965,0.00068096735,0.0010080227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016291864,0.000460625,0.99464494,0.00001563349,0.00015337882,0.00048194674,0.0015732583,0.00027642606,0.00075426465,0.00019889003,0.0010395114,0.00023822786],"study_design_scores_gemma":[0.003188501,0.00036071337,0.98178834,0.000012436336,0.00010373418,0.00023135207,0.0010624058,0.0011289332,0.00017277854,0.0032632684,0.007767835,0.0009197057],"about_ca_topic_score_codex":0.017192237,"about_ca_topic_score_gemma":0.22908221,"teacher_disagreement_score":0.21188997,"about_ca_system_score_codex":0.00010456345,"about_ca_system_score_gemma":0.00007384854,"threshold_uncertainty_score":0.9997698},"labels":[],"label_agreement":null},{"id":"W1971940143","doi":"10.5539/enrr.v3n3p45","title":"Plankton Distribution and Diversity in Tropical Earthen Fish Ponds","year":2013,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plankton; Zooplankton; Phytoplankton; Diversity index; Species richness; Biology; Pelagic zone; Ecology; Dry season; Wet season; Species diversity; Environmental science; Fishery; Nutrient","score_opus":0.022743033543006698,"score_gpt":0.23546482529336368,"score_spread":0.212721791750357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971940143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99811983,0.00016068236,0.0000032891905,0.00081805733,0.000012528416,0.00024337985,0.000013465347,0.0000065554823,0.0006222145],"genre_scores_gemma":[0.9984163,0.00019217047,0.00002274289,0.00003428638,0.000015445623,0.000005040199,0.000014338353,0.000002370377,0.0012972932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986882,0.00013671654,0.00009715581,0.0002828758,0.0004869986,0.00030802833],"domain_scores_gemma":[0.99966645,0.00010208703,0.000020355374,0.00010365076,0.0000022953157,0.00010518221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032182832,0.00008508129,0.000102118705,0.0000340708,0.00040202757,0.00004909092,0.00013470248,0.000077368364,0.0013139021],"category_scores_gemma":[0.000030858264,0.000066042994,0.000017955488,0.0000880322,0.00037065818,0.00017821332,0.0013037698,0.00031064433,0.00026565613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029392895,0.000027867047,0.98957205,0.0000053094104,0.0000032496955,0.0000066430894,0.0005554805,0.0000026034324,0.0005415924,0.000011695702,0.0019599868,0.0072841025],"study_design_scores_gemma":[0.00030175308,0.000078373465,0.9782553,0.0000065793024,0.0000019649128,0.0000024372182,0.00029819296,0.0010637079,0.000063018095,0.00013882038,0.01970459,0.00008529998],"about_ca_topic_score_codex":0.0018266487,"about_ca_topic_score_gemma":0.00018217012,"teacher_disagreement_score":0.017744603,"about_ca_system_score_codex":0.00013791637,"about_ca_system_score_gemma":0.0000011104113,"threshold_uncertainty_score":0.99959904},"labels":[],"label_agreement":null},{"id":"W1976525740","doi":"10.1242/jeb.036897","title":"Electrophysiological assessment of spectral sensitivity in adult Nile tilapia <i>Oreochromis niloticus</i>: evidence for violet sensitivity","year":2010,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Spectral sensitivity; Nile tilapia; Oreochromis; Trichromacy; Cichlid; Biology; Opsin; Wavelength; Sensitivity (control systems); Color vision; Zoology; Tilapia; Achromatic lens; Biophysics; Optics; Fish <Actinopterygii>; Physics; Botany; Fishery; Retinal","score_opus":0.021148694201926943,"score_gpt":0.30264714883050986,"score_spread":0.2814984546285829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976525740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848354,0.000025011534,0.00047616524,0.0001626587,0.0003178543,0.00024048601,0.000021541036,0.000005152786,0.00026757715],"genre_scores_gemma":[0.99358463,0.000016307635,0.006117626,0.00014231214,0.00012154129,0.000003027338,0.0000039536803,0.000004911778,0.000005687891],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985613,0.00023292792,0.00047236297,0.0002531302,0.00017213696,0.000308103],"domain_scores_gemma":[0.99888176,0.0003676069,0.00045240027,0.0001501767,0.000043521726,0.00010450791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010071627,0.00016151406,0.00047198628,0.000047286117,0.000064062275,0.000008320424,0.00014451529,0.00015555283,0.00031509792],"category_scores_gemma":[0.00017393894,0.0001195313,0.00018862699,0.000101659985,0.00030917223,0.00017530039,0.00014174927,0.00032938478,0.0000101921005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024176201,0.0003320819,0.13218316,0.0000053423996,0.0000142975505,0.000032783923,0.00008449755,0.000019440451,0.86654913,0.00015205643,0.0002591914,0.00012622846],"study_design_scores_gemma":[0.0009407824,0.0025205621,0.24114329,0.0000388105,0.000016082198,0.00018033777,0.00022653991,0.0017586043,0.7527694,0.0001378803,0.00008570554,0.0001819884],"about_ca_topic_score_codex":0.00040357435,"about_ca_topic_score_gemma":0.0005831921,"teacher_disagreement_score":0.11377973,"about_ca_system_score_codex":0.0001824207,"about_ca_system_score_gemma":0.000038600043,"threshold_uncertainty_score":0.4874345},"labels":[],"label_agreement":null},{"id":"W1978682815","doi":"10.1111/j.1600-0633.2006.00193.x","title":"Major difference in mercury concentrations of the African big barb, <i>Barbus intermedius</i> (R.) due to shifts in trophic position","year":2006,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Norges Miljø- og Biovitenskapelige Universitet","keywords":"Barbus; Biology; Fishery; Nile tilapia; Mercury (programming language); Transect; Trophic level; Oreochromis; Ecology; Fish <Actinopterygii>; Cyprinidae","score_opus":0.006413806348112289,"score_gpt":0.17907625911375602,"score_spread":0.17266245276564374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978682815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99634737,0.0000032948778,0.00002634807,0.0023106667,0.0001730874,0.0002759535,0.000114293856,0.000004551787,0.00074444927],"genre_scores_gemma":[0.9994369,9.741326e-7,0.00013464308,0.00028386456,0.000016366921,0.000012738,0.000009498765,0.0000028085753,0.00010221422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990773,0.00011609049,0.0003017822,0.00018232914,0.00012390506,0.00019856842],"domain_scores_gemma":[0.9996528,0.00004606996,0.000101720885,0.00016070227,0.0000072675175,0.00003145375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015177016,0.00008295983,0.00019433594,0.000048934875,0.000042639345,0.000004466216,0.00026462405,0.00007798866,0.00043114467],"category_scores_gemma":[0.000019997613,0.000062096355,0.00003871694,0.0002035688,0.00022865248,0.000046499106,0.0001642416,0.00009475153,0.000021697486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020423451,0.00015316313,0.97311765,0.000008627321,0.0000033415245,0.000012622742,0.0006084451,0.0001291797,0.02368316,0.00003862049,0.0021077418,0.00011700243],"study_design_scores_gemma":[0.00035065226,0.000097745535,0.991813,0.000022677565,0.0000066479342,0.000002354196,0.000076965356,0.0002021471,0.0067223436,0.00043056448,0.00020637302,0.00006849965],"about_ca_topic_score_codex":0.005924103,"about_ca_topic_score_gemma":0.33893132,"teacher_disagreement_score":0.33300722,"about_ca_system_score_codex":0.00013523626,"about_ca_system_score_gemma":0.000013675573,"threshold_uncertainty_score":0.8955511},"labels":[],"label_agreement":null},{"id":"W1980008501","doi":"10.1021/es001053j","title":"Persistent Chlorinated Pesticides in Air, Water, and Precipitation from the Lake Malawi Area, Southern Africa","year":2000,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"National Oceanic and Atmospheric Administration","keywords":"Environmental science; Pesticide; Bay; Heptachlor; Dieldrin; Hydrology (agriculture); Water column; Environmental chemistry; Oceanography; Ecology; Geology; Chemistry","score_opus":0.008692869199557524,"score_gpt":0.1714051167457871,"score_spread":0.16271224754622957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980008501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961642,0.00006084793,0.000010193856,0.0011808529,0.000034485616,0.00023852714,0.000035256748,0.000039691324,0.002235916],"genre_scores_gemma":[0.9988143,0.00003430335,0.00016047532,0.00007223103,0.00000743403,0.000015338408,0.000009780385,0.0000044375533,0.00088171056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998642,0.000027222643,0.0001629586,0.0004686875,0.0003077409,0.0003913356],"domain_scores_gemma":[0.99960047,0.000027134467,0.000039687282,0.00025393433,0.0000010245009,0.00007777615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030913038,0.00013400205,0.00011643854,0.00006143052,0.00038946676,0.000018806595,0.00048010092,0.00009152266,0.0075965305],"category_scores_gemma":[0.000016407057,0.0000845569,0.00002876475,0.00031626364,0.0019430113,0.00020309785,0.0003704913,0.00014321132,0.0012818256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019516667,0.00012196729,0.9498834,8.8760737e-7,0.000005482777,0.000012360645,0.0033223508,0.0006794355,0.032694805,0.0000086318005,0.00006804472,0.01318313],"study_design_scores_gemma":[0.0006559453,0.00028610096,0.96003675,0.000021886775,0.00002936829,0.00002826537,0.009739194,0.0028075892,0.008206509,0.0012505001,0.01654326,0.00039461965],"about_ca_topic_score_codex":0.0005454555,"about_ca_topic_score_gemma":0.00094707333,"teacher_disagreement_score":0.024488294,"about_ca_system_score_codex":0.000249844,"about_ca_system_score_gemma":0.0000044925596,"threshold_uncertainty_score":0.9994958},"labels":[],"label_agreement":null},{"id":"W1983857607","doi":"10.1016/j.jglr.2010.11.014","title":"Carbon, nitrogen and phosphorus loadings from tilapia fish cages in Lake Malawi and factors influencing their magnitude","year":2011,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stocking; Nutrient; Aquaculture; Phosphorus; Fish farming; Fishery; Littoral zone; Environmental science; Tilapia; Commercial fish feed; Fish kill; Cage; Biology; Fish <Actinopterygii>; Animal science; Ecology; Chemistry; Phytoplankton","score_opus":0.05134155028845238,"score_gpt":0.2566394502444652,"score_spread":0.20529789995601283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983857607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975714,0.00026453697,7.1764777e-7,0.000059043254,0.000030405534,0.00010099992,0.000034808698,0.0000034292502,0.0019346513],"genre_scores_gemma":[0.99945444,0.00028141914,0.00011611747,0.000019612222,0.000024310082,7.2989076e-7,8.7950326e-7,0.0000059797544,0.000096525546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987315,0.00012403775,0.00024658072,0.00017779195,0.00043051684,0.00028959833],"domain_scores_gemma":[0.9994249,0.00013889266,0.00010468365,0.00010686866,0.00003730791,0.00018734839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087248464,0.00011088104,0.00022457077,0.00010494132,0.000120342396,0.00005241865,0.00022184971,0.000081656144,0.00062361115],"category_scores_gemma":[0.00008196615,0.00007716718,0.00003501377,0.00016919519,0.00024792293,0.00025032536,0.0002682803,0.00035376253,0.000008561274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052405943,0.00002770867,0.9923289,0.0000070578135,0.000018006833,0.000095143696,0.0040718024,6.678186e-7,0.0022385733,0.0000014402734,0.00023207477,0.00092623034],"study_design_scores_gemma":[0.00037333355,0.00020793577,0.99029845,0.000060473376,0.000010324539,0.00002614846,0.0029657928,0.00007963513,0.004500162,0.000417578,0.0009646466,0.00009553567],"about_ca_topic_score_codex":0.0076465937,"about_ca_topic_score_gemma":0.014960997,"teacher_disagreement_score":0.007314403,"about_ca_system_score_codex":0.00011137253,"about_ca_system_score_gemma":0.000018872475,"threshold_uncertainty_score":0.99896157},"labels":[],"label_agreement":null},{"id":"W1984435053","doi":"10.1139/f00-117","title":"Spatial and dietary overlap in the Georges Bank groundfish community","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Northeast Fisheries Science Center","keywords":"Trophic level; Predation; Ecology; Spatial ecology; Competition (biology); Spatial distribution; Community structure; Mesopredator release hypothesis; Groundfish; Spatial heterogeneity; Spatial variability; Predator; Geography; Biology; Apex predator; Fisheries management; Fishing","score_opus":0.02241731252633026,"score_gpt":0.1949321299127527,"score_spread":0.17251481738642244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984435053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99151546,0.00015481816,0.0000055550627,0.0028992959,0.000060836664,0.000050644394,0.0000031642162,8.300387e-7,0.0053094113],"genre_scores_gemma":[0.9991254,0.000062749525,0.00014920658,0.00056003337,0.000022251932,3.4649707e-7,3.0411744e-7,0.0000011022635,0.0000785645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923855,0.00015518055,0.00017003663,0.000074785516,0.00018378413,0.00017765583],"domain_scores_gemma":[0.9995659,0.00013992838,0.00006888768,0.00007088745,0.0000027098179,0.00015171469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012009253,0.00006723693,0.000116183954,0.000032889493,0.00069681415,0.00016317413,0.0002938885,0.00002596586,0.0009736064],"category_scores_gemma":[0.000056229692,0.000041715746,0.000020893181,0.00015689107,0.00097400945,0.00035105777,0.000019386509,0.00014942524,0.00000619308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034032334,0.000007668753,0.96255064,0.0000031473123,0.000002449534,0.000019675388,0.003951829,0.000002680913,0.0000040319815,0.000012043853,0.001480462,0.031961955],"study_design_scores_gemma":[0.00013436971,0.00024275761,0.9808707,0.00002460073,0.00000840441,0.0001011782,0.008128348,0.00050385616,0.0000017128732,0.0012512965,0.008654814,0.000077925804],"about_ca_topic_score_codex":0.24006297,"about_ca_topic_score_gemma":0.39696932,"teacher_disagreement_score":0.15690635,"about_ca_system_score_codex":0.00003312272,"about_ca_system_score_gemma":0.000060318787,"threshold_uncertainty_score":0.9999396},"labels":[],"label_agreement":null},{"id":"W1984706078","doi":"10.1111/j.1365-3091.2004.00671.x","title":"Sedimentation and recent history of a freshwater wetland in a semi‐arid environment: Loboi Swamp, Kenya, East Africa","year":2004,"lang":"en","type":"article","venue":"Sedimentology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Swamp; Wetland; Geology; Hydrology (agriculture); Water table; Floodplain; Rift valley; Arid; Marsh; Groundwater; Ecology; Paleontology","score_opus":0.015439468785449996,"score_gpt":0.18565593360934118,"score_spread":0.1702164648238912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984706078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873442,0.0004794996,0.00014822214,0.0007937209,0.00022441175,0.00030138227,0.000021167789,0.000013105433,0.01067427],"genre_scores_gemma":[0.9974345,0.0001510819,0.0010820746,0.00013958882,0.000016832199,0.000011636346,0.000021603899,0.0000067802766,0.0011358822],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989548,0.00006076095,0.00025207928,0.00030306564,0.00019025418,0.00023904066],"domain_scores_gemma":[0.99962646,0.000016182672,0.00012503966,0.0001523129,0.0000031288946,0.00007685241],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021095574,0.00012153095,0.0001962276,0.000055943856,0.000031571508,0.0000032007554,0.00010137332,0.0000970976,0.002528343],"category_scores_gemma":[0.0000074137897,0.00011093456,0.0000248373,0.00006396865,0.00023132937,0.000105857354,0.00014992052,0.00008772161,0.00019533825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002510978,0.0007446684,0.894395,0.000066039844,0.00006558753,0.00009115254,0.016945964,0.0009456037,0.06649378,0.00024662336,0.01517476,0.004579752],"study_design_scores_gemma":[0.00898976,0.001110642,0.1595885,0.000090062495,0.00012245367,0.00008419199,0.0021185149,0.0007468064,0.01028487,0.0021651778,0.81385577,0.00084323314],"about_ca_topic_score_codex":0.0012934282,"about_ca_topic_score_gemma":0.0015256422,"teacher_disagreement_score":0.798681,"about_ca_system_score_codex":0.0009191575,"about_ca_system_score_gemma":0.000018257038,"threshold_uncertainty_score":0.99838346},"labels":[],"label_agreement":null},{"id":"W1987199260","doi":"10.1016/j.aquabot.2005.01.003","title":"Water hyacinth in Lake Victoria: Why did it vanish so quickly and will it return?","year":2005,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"U.S. Department of Energy","keywords":"Hyacinth; Eichhornia crassipes; Biomass (ecology); Demise; Limiting; Environmental science; Aquatic plant; Ecology; Biology; Macrophyte","score_opus":0.00809327415840259,"score_gpt":0.1970108591440483,"score_spread":0.18891758498564573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987199260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859348,0.000040444756,0.00020666438,0.008003298,0.00018140479,0.00027287082,0.000013040198,0.000027041657,0.0053204293],"genre_scores_gemma":[0.9952618,0.000038279828,0.0007532068,0.0022666235,0.00010753858,0.0000061382025,0.000003807715,0.000010147521,0.0015524443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849355,0.00007155074,0.00032218557,0.00038285373,0.00033534682,0.00039451968],"domain_scores_gemma":[0.99946016,0.00006011328,0.00006871562,0.0002707257,0.0000046707746,0.00013560048],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004949376,0.00018049657,0.00023884684,0.000024701601,0.00015725095,0.00006490861,0.00020254528,0.00009767812,0.0038728344],"category_scores_gemma":[0.00003757196,0.00013231105,0.00004394348,0.00011107172,0.00014121065,0.00041013528,0.00023392217,0.00014357717,0.0015959467],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007027002,0.0004089464,0.84679633,0.000048871523,0.000060899936,0.00009512987,0.014220815,0.0000801943,0.013955152,0.00007921696,0.1149069,0.009277301],"study_design_scores_gemma":[0.0014930815,0.00021927513,0.06032765,0.00008860283,0.000059716152,0.000028131319,0.0008373352,0.009178166,0.001867377,0.0007443227,0.92448443,0.0006718805],"about_ca_topic_score_codex":0.001033872,"about_ca_topic_score_gemma":0.07445685,"teacher_disagreement_score":0.8095776,"about_ca_system_score_codex":0.00016136395,"about_ca_system_score_gemma":0.000007886245,"threshold_uncertainty_score":0.99918145},"labels":[],"label_agreement":null},{"id":"W1988742178","doi":"10.1007/s10750-004-1418-9","title":"Nutrient concentrations in Nyanza Gulf, Lake Victoria, Kenya: light limits algal demand and abundance","year":2005,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nutrient; Algae; Phosphorus; Turbidity; Environmental science; Oceanography; Abundance (ecology); Redfield ratio; Dissolved silica; Phytoplankton; Environmental chemistry; Hydrology (agriculture); Geology; Ecology; Chemistry; Biology","score_opus":0.008012714162479208,"score_gpt":0.1952994160935006,"score_spread":0.1872867019310214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988742178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938131,0.00013319886,0.00020436234,0.0004491306,0.00013610779,0.00022507101,0.000029013467,0.000026673108,0.0049833343],"genre_scores_gemma":[0.9987617,0.00006801617,0.0005268635,0.00017410562,0.00006752979,0.0000068499426,0.000015472124,0.000002964131,0.00037646634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914247,0.000048639147,0.00018994276,0.00029000477,0.00008445083,0.00024450777],"domain_scores_gemma":[0.9996749,0.000040887713,0.00006794732,0.00013739112,0.0000045181228,0.00007435427],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020358736,0.00011388609,0.00014446706,0.000016605545,0.00012716666,0.000022009675,0.00013220245,0.000100003475,0.0009319044],"category_scores_gemma":[0.000026060326,0.000092325456,0.000025233345,0.00011448263,0.00011231708,0.00014515512,0.00010242227,0.000094183626,0.00068498816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012957614,0.00010951478,0.97801805,0.000005148381,0.000007260938,0.000007831891,0.00057711627,0.00026928305,0.013082636,0.00025019556,0.0071464838,0.0005135525],"study_design_scores_gemma":[0.0014358691,0.00016395014,0.6112912,0.00004558605,0.000018737263,0.000022410877,0.00013353273,0.0034900315,0.0083539635,0.00022274876,0.37435576,0.000466151],"about_ca_topic_score_codex":0.00009937853,"about_ca_topic_score_gemma":0.0056227725,"teacher_disagreement_score":0.3672093,"about_ca_system_score_codex":0.00010793724,"about_ca_system_score_gemma":0.0000068663107,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W1989577532","doi":"10.1016/s0380-1330(03)70534-6","title":"The Knowledge Imperative for the African Great Lakes","year":2003,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Fishery; Oceanography; Geology; Biology","score_opus":0.06883395453748813,"score_gpt":0.3293614288410494,"score_spread":0.26052747430356127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989577532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9057303,0.0023163275,0.0005394331,0.005687236,0.0005683069,0.00114257,0.000037166967,0.00000970812,0.08396892],"genre_scores_gemma":[0.98719126,0.00028330684,0.00013576074,0.000020984935,0.00014690553,0.000011116653,2.8141335e-7,0.0000068802465,0.01220349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981061,0.00045252082,0.00025607174,0.00013432781,0.000649502,0.0004014638],"domain_scores_gemma":[0.9975983,0.0017534463,0.00011965441,0.00022847773,0.00016869363,0.00013140972],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004328223,0.000097664015,0.000157953,0.000041342253,0.0014762648,0.00013900679,0.00058964425,0.000050284478,0.00071787747],"category_scores_gemma":[0.00070240477,0.00004204393,0.00014166921,0.0003218646,0.0005372756,0.00015675537,0.00011894581,0.0003478593,0.00017146816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009750906,0.00048308325,0.22925495,0.000067486,0.0006268237,0.00012300369,0.01690624,0.00018450209,0.005952948,0.00830087,0.6221824,0.11494259],"study_design_scores_gemma":[0.0007499611,0.0007699739,0.015961302,0.000029985882,0.000035540004,0.00010261661,0.0069185523,0.0008518883,0.0011685503,0.0012939314,0.97198546,0.00013221886],"about_ca_topic_score_codex":0.0000775213,"about_ca_topic_score_gemma":0.001941402,"teacher_disagreement_score":0.34980306,"about_ca_system_score_codex":0.0002432292,"about_ca_system_score_gemma":0.000075065414,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W1995000924","doi":"10.1007/s12524-011-0080-8","title":"Insight to Ecosystem Based Approach (EBA) at Landscape Level Using a Geospatial Medium","year":2011,"lang":"en","type":"article","venue":"Journal of the Indian Society of Remote Sensing","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Geospatial analysis; Wetland; Environmental resource management; Geography; Ecosystem services; Landscape ecology; Context (archaeology); Marsh; Ecosystem; Scale (ratio); Biodiversity; Ecology; Environmental planning; Cartography; Environmental science; Habitat","score_opus":0.04754038267519834,"score_gpt":0.20765780200351672,"score_spread":0.16011741932831838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995000924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748956,0.000013074043,0.023705784,0.00024161168,0.0003177663,0.00015537071,0.000012789451,0.0000045918164,0.0006534301],"genre_scores_gemma":[0.8196556,0.0000019374572,0.17995551,0.00023347323,0.00009852017,5.1439293e-9,4.1870703e-7,0.000008357429,0.000046158275],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853784,0.000106440675,0.00040929965,0.00014741108,0.0005738339,0.00022514668],"domain_scores_gemma":[0.9988306,0.00003386939,0.0007110714,0.00022870796,0.000044763223,0.00015098204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080157735,0.00013452824,0.00029649632,0.000029413157,0.00027007787,0.000014295264,0.0003184418,0.00011615377,0.00008574246],"category_scores_gemma":[0.000032714153,0.00009026142,0.00037512966,0.00022835415,0.00007488071,0.000109117194,0.00026272342,0.00019451532,0.000014558376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091328763,0.0006138971,0.32091275,0.0011062259,0.0012820483,0.00025655614,0.30917394,0.0187875,0.22371636,0.000003101176,0.06137044,0.061863877],"study_design_scores_gemma":[0.004832372,0.0006958437,0.15874587,0.002017353,0.00062627916,0.0024095564,0.022429008,0.68235743,0.11454677,0.00013802473,0.009722304,0.0014791851],"about_ca_topic_score_codex":0.0009131365,"about_ca_topic_score_gemma":0.00053063774,"teacher_disagreement_score":0.6635699,"about_ca_system_score_codex":0.00037119238,"about_ca_system_score_gemma":0.00006757915,"threshold_uncertainty_score":0.36807537},"labels":[],"label_agreement":null},{"id":"W1999289324","doi":"10.1080/14888386.2000.9712519","title":"Mining in Madagascar and biodiversity loss: Are there options?","year":2000,"lang":"en","type":"article","venue":"Biodiversity","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Biodiversity; Windsor; Rainforest; Geography; Biodiversity hotspot; Environmental resource management; Littoral zone; Environmental protection; Environmental planning; Ecology; Environmental science","score_opus":0.0163847717873058,"score_gpt":0.182705599768976,"score_spread":0.1663208279816702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999289324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531233,0.00008017572,0.0000028015538,0.0005798099,0.000046170364,0.00014811894,0.0001443072,0.000040007817,0.0036462883],"genre_scores_gemma":[0.99869084,0.00017085577,0.00038804425,0.00024489153,0.000009993032,5.720518e-7,0.00001163768,0.0000013402581,0.00048179846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989768,0.00006825511,0.00011249125,0.00037509654,0.00021023607,0.00025712105],"domain_scores_gemma":[0.99960124,0.000023641249,0.0000615462,0.00018059279,0.0000058638107,0.0001271376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021784638,0.00014081977,0.00017002146,0.000042213098,0.00036768647,0.000031137934,0.00022391562,0.00010727264,0.008734726],"category_scores_gemma":[0.000007997964,0.00013874947,0.000053088108,0.00020848996,0.00024088516,0.00028585226,0.000299219,0.00009753107,0.0036866416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003083236,0.000057134148,0.9834532,0.000006703973,0.000007326572,0.00009377413,0.00038354812,0.000021416805,0.000018596254,0.0000018526408,0.01443132,0.0014942803],"study_design_scores_gemma":[0.000556773,0.00003362111,0.9821333,0.000012549925,0.000018065999,0.000008713249,0.0013145255,0.000066023764,0.000042157408,0.000017323362,0.015597773,0.00019916448],"about_ca_topic_score_codex":0.0045458144,"about_ca_topic_score_gemma":0.0019329861,"teacher_disagreement_score":0.005048084,"about_ca_system_score_codex":0.00017006852,"about_ca_system_score_gemma":0.0000049989553,"threshold_uncertainty_score":0.9970891},"labels":[],"label_agreement":null},{"id":"W2000083747","doi":"10.1007/s10533-004-0196-9","title":"The atmospheric deposition of phosphorus in Lake Victoria (East Africa)","year":2005,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phosphorus; Deposition (geology); Environmental science; Surface runoff; Hydrology (agriculture); Atmosphere (unit); Environmental chemistry; Chemistry; Ecology; Geology; Sediment; Geography; Meteorology; Biology","score_opus":0.0057848784963063175,"score_gpt":0.17332697715595866,"score_spread":0.16754209865965233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000083747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98429036,0.0001767256,0.000009966562,0.00012880015,0.000049799473,0.0000580495,0.000027748974,0.000009800012,0.015248758],"genre_scores_gemma":[0.99906784,0.00002694226,0.00041281976,0.000009245657,0.000038041584,0.0000032984915,0.000006491672,0.000002211758,0.00043313554],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943113,0.000010589276,0.00013623045,0.00012620496,0.00015487273,0.00014099077],"domain_scores_gemma":[0.9997139,0.000018876079,0.00007102633,0.00015477283,0.000004596399,0.000036856607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012480564,0.000065013315,0.00006862279,0.0000010611758,0.00007471743,0.0000090184,0.00015844738,0.000057124114,0.00042201142],"category_scores_gemma":[0.000013910989,0.000048268128,0.000035158253,0.0001335932,0.0000779456,0.000042887154,0.000086063534,0.000047623133,0.00013298004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037658185,0.00018137919,0.88369226,0.000013127806,0.000010694001,0.0000051808515,0.0003606232,0.00005255343,0.10027475,0.000019817488,0.00827506,0.0070769154],"study_design_scores_gemma":[0.001012428,0.00005456729,0.28090486,0.000058557678,0.000025378531,0.00001559257,0.00071127823,0.0032122638,0.27767825,0.00012670593,0.43578863,0.00041150482],"about_ca_topic_score_codex":0.00021324558,"about_ca_topic_score_gemma":0.0011158463,"teacher_disagreement_score":0.6027874,"about_ca_system_score_codex":0.00007660052,"about_ca_system_score_gemma":0.0000060355533,"threshold_uncertainty_score":0.4620729},"labels":[],"label_agreement":null},{"id":"W2000467919","doi":"10.2989/16085910609503871","title":"The trophic position of planktonic ciliate populations in the food webs of some East African lakes","year":2006,"lang":"en","type":"article","venue":"African Journal of Aquatic Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Workforce Development for Teachers and Scientists; Natural Sciences and Engineering Research Council of Canada","keywords":"Ciliate; Trophic level; Bacterivore; Biology; Omnivore; Ecology; Plankton; Zooplankton; Herbivore; Microbial food web; Biomass (ecology); Predation; Food web","score_opus":0.0225085006949382,"score_gpt":0.21879262801430824,"score_spread":0.19628412731937003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000467919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696505,0.00008096355,0.00016294676,0.001312971,0.00008934369,0.00012492461,0.000009534334,0.0000016572947,0.0012526134],"genre_scores_gemma":[0.99948955,0.0000061475566,0.00043787068,0.000020058023,0.000024825722,0.0000010343051,3.575091e-7,0.0000019586305,0.000018208639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980392,0.00013574134,0.0005470306,0.00011738955,0.0009408082,0.00021985701],"domain_scores_gemma":[0.9987951,0.00017867511,0.0007295028,0.00021494368,0.000034120385,0.000047642356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022010647,0.00008060536,0.00017467744,0.000102782695,0.00028107807,0.000034255427,0.000814353,0.000019960931,0.000031032218],"category_scores_gemma":[0.00014911135,0.00004358402,0.00007699254,0.0009784506,0.0009429717,0.0003415769,0.000069142916,0.00011052778,0.000009023654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018059558,0.0009101907,0.89952856,0.00003446322,0.000040270574,0.00003138032,0.013253966,0.010270817,0.051554922,0.019642469,0.0009989514,0.0035534096],"study_design_scores_gemma":[0.0005377998,0.001039902,0.96470034,0.00008288987,0.00005353025,0.00007725174,0.009275685,0.0064295186,0.00088671985,0.016635925,0.00013554136,0.00014491193],"about_ca_topic_score_codex":0.00048422598,"about_ca_topic_score_gemma":0.0011377858,"teacher_disagreement_score":0.06517176,"about_ca_system_score_codex":0.00013083122,"about_ca_system_score_gemma":0.00008779581,"threshold_uncertainty_score":0.34744185},"labels":[],"label_agreement":null},{"id":"W2004507292","doi":"10.1126/science.1084846","title":"Ecological Consequences of a Century of Warming in Lake Tanganyika","year":2003,"lang":"en","type":"article","venue":"Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":408,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Global warming; Flushing; Productivity; Mixing (physics); Ecology; Climate change; Oceanography; Climatology; Atmospheric sciences; Geology; Biology","score_opus":0.015528742461540625,"score_gpt":0.21884412689800092,"score_spread":0.2033153844364603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004507292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903426,0.00001868387,0.00001589314,0.000026381684,0.000062613966,0.00006858999,0.000005503658,0.0000027724434,0.009456957],"genre_scores_gemma":[0.99862367,0.000008531775,0.0013161808,0.000020746085,0.0000010270527,6.136978e-7,9.2644235e-8,4.590245e-7,0.000028677501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927217,0.000032828877,0.00013898918,0.00015390625,0.00025281127,0.00014927545],"domain_scores_gemma":[0.99974835,0.000035939636,0.0000795525,0.00008989016,0.0000072375424,0.000039018876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008335771,0.000037970185,0.00009151767,0.000029912733,0.0000520093,0.000003763152,0.00022003478,0.000021649246,0.00085275696],"category_scores_gemma":[0.00019706402,0.000028220673,0.000017195427,0.0004768816,0.0013005484,0.00011909204,0.00008021144,0.000034559896,0.000030608317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016653737,0.000058192618,0.8998544,0.0000050840517,4.168198e-7,0.000004385077,0.00036026048,0.00005451684,0.09851295,0.00069818017,0.00001939233,0.00043052813],"study_design_scores_gemma":[0.00023152547,0.00012452266,0.9074783,0.000028712002,0.0000031397906,0.000009583103,0.0014891503,0.00025740312,0.0859727,0.0011265446,0.0031538336,0.00012459286],"about_ca_topic_score_codex":0.00012406307,"about_ca_topic_score_gemma":0.00084013393,"teacher_disagreement_score":0.012540257,"about_ca_system_score_codex":0.000043581764,"about_ca_system_score_gemma":0.000036211844,"threshold_uncertainty_score":0.9337091},"labels":[],"label_agreement":null},{"id":"W2004645697","doi":"10.1111/j.0022-1112.2005.00725.x","title":"Air‐breathing behaviour of the African anabantoid fish <i>Ctenopoma muriei</i>","year":2005,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Respiration; Fish <Actinopterygii>; Buoyancy; Breathing gas; Oxygen; Breathing; Animal science; Atmospheric sciences; Zoology; Fishery; Anatomy; Mechanics","score_opus":0.009221276036355499,"score_gpt":0.20322192911142076,"score_spread":0.19400065307506525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004645697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910575,0.00001837419,0.000035069017,0.0053609773,0.00021291416,0.00005931689,0.000035184217,0.0000036083222,0.003217048],"genre_scores_gemma":[0.9977837,0.00001836206,0.00052525615,0.0013547238,0.00012352706,2.7002167e-7,8.0270195e-7,0.0000031799784,0.00019018246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910975,0.00009630885,0.0003586511,0.000103246755,0.00015869683,0.00017337925],"domain_scores_gemma":[0.99919367,0.00004164184,0.0005241019,0.00014807876,0.000023690436,0.00006883774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041749206,0.00008411782,0.00021275239,0.000026091982,0.00011399254,0.0000055958467,0.00042519326,0.00008937942,0.0005067048],"category_scores_gemma":[0.00004730686,0.000050708186,0.0001420886,0.00011903189,0.00018307526,0.00012200229,0.00018023813,0.000179813,0.000018129125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026766638,0.00013185393,0.9385603,0.000004553291,0.000030537776,0.000016334701,0.0006099997,0.00004844766,0.010092294,0.000023993403,0.045212265,0.0052426546],"study_design_scores_gemma":[0.00063019065,0.00040728532,0.8743649,0.000034256485,0.00006895322,0.00035559604,0.00052373484,0.00006105966,0.007765027,0.00013220587,0.11549612,0.00016068135],"about_ca_topic_score_codex":0.00038224817,"about_ca_topic_score_gemma":0.0006786757,"teacher_disagreement_score":0.07028386,"about_ca_system_score_codex":0.000103758095,"about_ca_system_score_gemma":0.00001791025,"threshold_uncertainty_score":0.5548062},"labels":[],"label_agreement":null},{"id":"W2006511190","doi":"10.1016/s0033-5894(03)00008-5","title":"A 10,000-year high-resolution diatom record from Pilkington Bay, Lake Victoria, East Africa","year":2003,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diatom; Bay; Deglaciation; Holocene; Geology; Oceanography; Precipitation; Paleoclimatology; Radiocarbon dating; Period (music); Insolation; Climatology; Pollen; Before Present; Climate change; Physical geography; Geography; Paleontology; Ecology; Meteorology","score_opus":0.04852240733540546,"score_gpt":0.2594308335881238,"score_spread":0.21090842625271833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006511190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953038,0.000040869858,0.000149596,0.00021064447,0.0003530019,0.00030353028,0.00012902824,0.00005312127,0.04572225],"genre_scores_gemma":[0.9803901,0.000024538105,0.0007529919,0.000012739399,0.00019166619,0.000019010722,0.000034764977,0.000016257141,0.01855795],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968241,0.0006166404,0.00024901872,0.0005598801,0.0010824753,0.000667927],"domain_scores_gemma":[0.9990173,0.00015230931,0.00007312799,0.000478395,0.000033832268,0.00024502355],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013416444,0.00016209061,0.00019556578,0.00007692029,0.00041347503,0.000095186006,0.00048488265,0.00013922581,0.058528382],"category_scores_gemma":[0.00013082664,0.00014304578,0.0000668045,0.0004003844,0.00018340949,0.00024835352,0.0003872393,0.00032670575,0.029408315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021093257,0.00023149744,0.93087137,0.000013292732,0.00003128598,0.00007675518,0.00072178163,0.000025654344,0.0019064844,0.00019600806,0.06458785,0.0011270642],"study_design_scores_gemma":[0.001217518,0.0006902525,0.08455385,0.00006381403,0.000018182549,0.000004765048,0.00056908396,0.00513239,0.0006858186,0.002596402,0.90397817,0.0004897381],"about_ca_topic_score_codex":0.013412656,"about_ca_topic_score_gemma":0.0027578962,"teacher_disagreement_score":0.8463175,"about_ca_system_score_codex":0.00032817214,"about_ca_system_score_gemma":0.000024577574,"threshold_uncertainty_score":0.9931571},"labels":[],"label_agreement":null},{"id":"W2006849178","doi":"10.4000/vertigo.3796","title":"Delta intérieur du fleuve Niger au Mali – quand la crue fait la loi : l’organisation humaine et le partage des ressources dans une zone inondable à fort contraste.","year":2003,"lang":"fr","type":"article","venue":"VertigO","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Forestry; Art","score_opus":0.017479178746836854,"score_gpt":0.213093877241576,"score_spread":0.19561469849473914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006849178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95048267,0.0004006629,0.022056881,0.0010479096,0.00025824129,0.0003373759,0.00010281128,0.000060108934,0.025253328],"genre_scores_gemma":[0.9925673,0.00018245591,0.0013409761,0.0002179359,0.000055269695,0.000009857441,0.000026564197,0.000031944906,0.005567673],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975269,0.0006015897,0.00041976303,0.0004842919,0.00038604988,0.0005814377],"domain_scores_gemma":[0.9990079,0.00020828369,0.00019355761,0.00032394583,0.000025167832,0.00024115347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011054068,0.00030382923,0.0003553585,0.000043087377,0.0006766516,0.00015223601,0.0002652387,0.0002729899,0.0012224305],"category_scores_gemma":[0.00015496791,0.00029203267,0.00010491971,0.00028786334,0.00085700833,0.0005945029,0.00013582344,0.00023607834,0.00047573613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005689008,0.00044413778,0.9423483,0.00012237791,0.00008668527,0.00008373812,0.023561906,0.0007020098,0.012863303,0.010010286,0.008859229,0.000861126],"study_design_scores_gemma":[0.0021852795,0.00033003665,0.37747642,0.00020394305,0.00014446945,0.00010804003,0.010224324,0.0015885027,0.018440522,0.0012976079,0.5873016,0.0006992555],"about_ca_topic_score_codex":0.028062783,"about_ca_topic_score_gemma":0.046958517,"teacher_disagreement_score":0.5784424,"about_ca_system_score_codex":0.00039506127,"about_ca_system_score_gemma":0.00010342545,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W2008439178","doi":"10.1038/scientificamerican0703-42","title":"Counting the Last Fish","year":2003,"lang":"en","type":"article","venue":"Scientific American","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Freshwater Fisheries Society of BC","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Environmental science; Biology","score_opus":0.009473096276303506,"score_gpt":0.19145916625048862,"score_spread":0.18198606997418512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008439178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339137,0.0000031066231,0.0002244568,0.00029077491,0.00040485105,0.00008867175,0.000006181151,0.000021913918,0.065046355],"genre_scores_gemma":[0.9949546,5.292316e-7,0.00034994914,0.00034301172,0.000012587406,0.0000020595087,0.0000017262372,0.0000026730486,0.0043329005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990948,0.000059627982,0.000088597175,0.00024285114,0.00029565708,0.00021848925],"domain_scores_gemma":[0.9995589,0.00003253617,0.0000857503,0.00026197574,0.0000064708165,0.000054362354],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007066079,0.000060985443,0.000068049085,0.00001127864,0.0006534801,0.00011075293,0.00023825472,0.000009510716,0.002361006],"category_scores_gemma":[0.000061713814,0.000038800365,0.000035024277,0.00052486407,0.0010706489,0.00007789055,0.00008774512,0.000057722624,0.001915315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017482397,0.00005768909,0.6684109,0.0000028249472,0.000008735924,0.0000043883465,0.0014250115,0.000096737494,0.0023610734,0.0003999629,0.31586906,0.011361892],"study_design_scores_gemma":[0.00006600151,0.000019378835,0.06991982,0.00000274648,0.000007038793,0.0000053563404,0.003089474,0.000309022,0.0005465425,0.00008079958,0.92583114,0.0001226959],"about_ca_topic_score_codex":0.00052412896,"about_ca_topic_score_gemma":0.0009365571,"teacher_disagreement_score":0.60996205,"about_ca_system_score_codex":0.000058629113,"about_ca_system_score_gemma":0.000010812569,"threshold_uncertainty_score":0.9988618},"labels":[],"label_agreement":null},{"id":"W2008618169","doi":"10.1111/j.1095-8649.2006.01224.x","title":"Genetic variation in the marbled lungfish <i>Protopterus aethiopicus</i> in Lake Victoria and introduction to Lake Baringo, Kenya","year":2006,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Memorial University of Newfoundland; Western University","funders":"","keywords":"Lungfish; Biology; Population; Marbled meat; mtDNA control region; Ecology; Zoology; Fishery; Haplotype; Fish <Actinopterygii>; Botany; Demography","score_opus":0.004756928497250317,"score_gpt":0.1915780481426228,"score_spread":0.18682111964537249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008618169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467593,0.00000829442,0.00016393753,0.0041232733,0.0002962265,0.0002067514,0.0000076753595,0.0000020836067,0.0005158018],"genre_scores_gemma":[0.9983827,0.000010300421,0.00055361615,0.00051277166,0.00049868133,0.0000036566835,0.0000021273954,0.0000018636673,0.000034312125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992112,0.00014056127,0.00029714606,0.00012815437,0.0000937958,0.00012913454],"domain_scores_gemma":[0.99969494,0.00003903287,0.00014789769,0.00008140632,0.00001059122,0.0000261382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006984778,0.00006461249,0.0001355459,0.000056705205,0.000037952734,0.00001823321,0.00013835983,0.00008180167,0.00022635085],"category_scores_gemma":[0.000045412162,0.00004412999,0.00002212826,0.00015240422,0.000031821513,0.00007695906,0.000055551463,0.00014096669,0.000011871235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034487985,0.000048640784,0.9864829,0.00000405905,0.0000032770745,0.000011533767,0.0003682309,0.00015396083,0.0052103368,0.00003878571,0.006866794,0.00077696895],"study_design_scores_gemma":[0.00035392318,0.00013580643,0.9272521,0.0000056579815,0.0000055099727,0.000038071226,0.000028937347,0.000049760452,0.00004399783,0.0004195016,0.071615964,0.000050749255],"about_ca_topic_score_codex":0.00045965513,"about_ca_topic_score_gemma":0.048187498,"teacher_disagreement_score":0.06474917,"about_ca_system_score_codex":0.00006259781,"about_ca_system_score_gemma":0.0000065862387,"threshold_uncertainty_score":0.9691806},"labels":[],"label_agreement":null},{"id":"W2011158049","doi":"10.5539/sar.v2n4p95","title":"Wetland Use/Cover Changes and Local Perceptions in Uganda","year":2013,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Wetland; Land cover; Geography; Subsistence agriculture; Agriculture; Population; Land use; Human settlement; Livestock; Environmental science; Agroforestry; Environmental resource management; Environmental protection; Physical geography; Ecology; Forestry","score_opus":0.018444025620223174,"score_gpt":0.2510674896698313,"score_spread":0.2326234640496081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011158049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99114317,0.000054177697,0.000036528338,0.0017377881,0.000010752481,0.00059633865,0.0000034699653,0.00001337739,0.006404392],"genre_scores_gemma":[0.9710028,0.000088623005,0.000054501004,0.000043293032,0.00003199883,0.000044279,0.0000068647205,0.000003382137,0.02872427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853456,0.00013404891,0.000083527295,0.00027386064,0.0003977522,0.0005762324],"domain_scores_gemma":[0.9995671,0.00008249724,0.000016324819,0.00012368512,0.00006829072,0.00014208736],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005088073,0.00009087175,0.000107413274,0.00006155744,0.00033053698,0.00016077979,0.00014066465,0.00010642981,0.0030232759],"category_scores_gemma":[0.00006795834,0.000056184774,0.000016892101,0.0005177102,0.0002227713,0.00044882597,0.0004521525,0.00026832268,0.0010130802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011483231,0.00011485336,0.77619755,0.00008490889,0.000007983432,0.00008230952,0.002128479,0.00009352405,0.0037239452,0.00032087642,0.21396242,0.0032716638],"study_design_scores_gemma":[0.00028901556,0.00010532808,0.8847337,0.000015736585,0.0000028645095,0.000011365229,0.03513253,0.00030412752,0.00011317056,0.00043031698,0.0787084,0.00015345313],"about_ca_topic_score_codex":0.036290508,"about_ca_topic_score_gemma":0.005932233,"teacher_disagreement_score":0.13525403,"about_ca_system_score_codex":0.00037906878,"about_ca_system_score_gemma":0.000012531586,"threshold_uncertainty_score":0.99976474},"labels":[],"label_agreement":null},{"id":"W2013897275","doi":"10.5194/hess-8-256-2004","title":"Chloride concentrations in Lake Tanganyika: an indicator of the hydrological budget?","year":2004,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"Centre National de la Recherche Scientifique","keywords":"Limnology; Salinity; Hydrology (agriculture); Surface water; Environmental science; TRACER; Stratification (seeds); Chloride; Water level; Geology; Oceanography; Geography; Chemistry","score_opus":0.011730174620334228,"score_gpt":0.20229127550217144,"score_spread":0.1905611008818372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013897275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964825,0.000028567798,0.000027742277,0.000465929,0.000117405936,0.00016198997,0.000010777148,0.000011826728,0.0026932752],"genre_scores_gemma":[0.9997566,0.0000042947518,0.00008203447,0.00012402289,0.000013592428,0.000003513757,7.094663e-7,9.021664e-7,0.000014375922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990849,0.00010534502,0.00018746268,0.00024889587,0.00017651629,0.00019690597],"domain_scores_gemma":[0.99967873,0.000033562956,0.00010727861,0.000118625554,0.0000025079266,0.00005930121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068260665,0.00006953645,0.0001398121,0.000023849321,0.00031901815,0.000011424163,0.000260459,0.000082244354,0.00011817559],"category_scores_gemma":[0.000016958102,0.000041251533,0.000024054842,0.00023403943,0.0010826273,0.00015366709,0.00010310987,0.00007844693,0.000047301157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007707668,0.00003647334,0.9928208,0.0000063766483,0.0000021579956,0.0000042577076,0.0005381914,0.0023129012,0.0007256269,0.003472656,0.0000065983563,0.00006628114],"study_design_scores_gemma":[0.00049287337,0.0003163363,0.99103224,0.000024893867,0.000009898041,0.00006668948,0.0009257486,0.0040861275,0.0018149373,0.00052506826,0.00058642635,0.000118773525],"about_ca_topic_score_codex":0.00056013523,"about_ca_topic_score_gemma":0.010617924,"teacher_disagreement_score":0.010057788,"about_ca_system_score_codex":0.000016215921,"about_ca_system_score_gemma":0.000024437846,"threshold_uncertainty_score":0.59250504},"labels":[],"label_agreement":null},{"id":"W2014234580","doi":"10.1111/j.1365-2028.2004.00527.x","title":"Management of the Nile perch, <i>Lates niloticus</i> fishery in Lake Victoria in light of the changes in its life history characteristics","year":2004,"lang":"en","type":"article","venue":"African Journal of Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Lates; Perch; Predation; Fishery; Biology; Fish <Actinopterygii>; Ecology; Geography","score_opus":0.01086622182938084,"score_gpt":0.17139700391421914,"score_spread":0.16053078208483829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014234580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954688,0.000047295995,6.6270906e-7,0.0020637973,0.00049974123,0.00014181023,0.0000074591862,7.3442015e-7,0.0017697053],"genre_scores_gemma":[0.99960345,0.000064383916,0.000042231026,0.00014519681,0.000020406584,0.0000016076269,1.7537255e-7,0.0000029152634,0.00011961931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990942,0.00012457653,0.0003849369,0.00008592267,0.00015973861,0.00015063872],"domain_scores_gemma":[0.99933875,0.000050859984,0.00044417687,0.00012066435,0.000012216338,0.000033349494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048676736,0.00007101837,0.00024382283,0.000057124376,0.000019635676,0.0000016941893,0.000380971,0.00005479216,0.00034769814],"category_scores_gemma":[0.00005743366,0.000044057662,0.00004963272,0.00021529713,0.00010954482,0.000055125667,0.00019428585,0.00014861785,0.000005055809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032216954,0.00022515806,0.9947417,0.00003249057,0.000013896963,0.000041797997,0.0027823283,0.00017775065,0.0010497733,0.00007462704,0.0007320929,0.00009619874],"study_design_scores_gemma":[0.00049124827,0.00012566648,0.9909891,0.00007845059,0.000013544694,0.0000066100183,0.0007459217,0.000010603637,0.00024878257,0.00008036138,0.0071611805,0.000048545222],"about_ca_topic_score_codex":0.000118175936,"about_ca_topic_score_gemma":0.026337937,"teacher_disagreement_score":0.026219761,"about_ca_system_score_codex":0.0004902186,"about_ca_system_score_gemma":0.000040858657,"threshold_uncertainty_score":0.99142885},"labels":[],"label_agreement":null},{"id":"W2014881107","doi":"10.1111/j.1365-2028.2004.00536.x","title":"Biology of the marbled lungfish, <i>Protopterus aethiopicus</i> Heckel, in Lake Baringo, Kenya","year":2004,"lang":"en","type":"article","venue":"African Journal of Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lungfish; Biology; Sex ratio; Fecundity; Marbled meat; Reproduction; Zoology; Aestivation; Maturity (psychological); Population; Fish <Actinopterygii>; Fishery; Ecology; Animal science; Demography","score_opus":0.007723106087863653,"score_gpt":0.19850892493464706,"score_spread":0.19078581884678342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014881107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99246526,0.00001725671,0.000042526677,0.0012730012,0.00028363886,0.0001784588,0.000007147131,0.0000022450095,0.0057304837],"genre_scores_gemma":[0.9991819,0.000009214565,0.00047326228,0.00023382425,0.00003027704,0.00000221843,2.6356048e-7,0.0000030386907,0.00006600201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989991,0.00013427189,0.00042262216,0.00011712735,0.00011346313,0.00021338782],"domain_scores_gemma":[0.9992651,0.00006884592,0.00043907584,0.00015011294,0.000017429127,0.000059451795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441077,0.000084397194,0.000275201,0.000048080547,0.00005626067,0.000003856039,0.0004436193,0.00009759906,0.00083018205],"category_scores_gemma":[0.00009156493,0.00005406394,0.00009726358,0.00020349862,0.00026194056,0.00006916978,0.00021918875,0.00021704988,0.000033158398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003059885,0.00010447782,0.995687,0.000005174805,0.000016561471,0.000023491071,0.0004195826,0.00029641928,0.002460264,0.00029548127,0.0003076127,0.00035331713],"study_design_scores_gemma":[0.001521499,0.000654246,0.9806872,0.000026867241,0.000024784487,0.000106166444,0.0003514742,0.000014571624,0.0018143525,0.003514367,0.011171113,0.00011336438],"about_ca_topic_score_codex":0.0002647988,"about_ca_topic_score_gemma":0.011722132,"teacher_disagreement_score":0.014999825,"about_ca_system_score_codex":0.0001565494,"about_ca_system_score_gemma":0.000048911625,"threshold_uncertainty_score":0.9089911},"labels":[],"label_agreement":null},{"id":"W2016070928","doi":"10.1111/j.1600-0633.2006.00185.x","title":"Cascading effects of introduced Nile perch (<i>Lates niloticus</i>) on the foraging ecology of Nile tilapia (<i>Oreochromis niloticus</i>)","year":2006,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Oreochromis; Lates; Nile tilapia; Biology; Fishery; Ecology; Omnivore; Foraging; Detritus; Waterfowl; Habitat; Fish <Actinopterygii>; Predation","score_opus":0.0048073500658455245,"score_gpt":0.17382108789417403,"score_spread":0.16901373782832851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016070928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544114,0.000011644675,0.000021422284,0.001061551,0.00042501066,0.0005748409,0.00008450154,0.000023526241,0.0023563833],"genre_scores_gemma":[0.9985424,0.0000051834863,0.0004993758,0.00029337633,0.00007614034,0.000018435854,0.000020126074,0.000015895328,0.00052906264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795943,0.00026413111,0.00059047487,0.00042345107,0.0002716058,0.0004908794],"domain_scores_gemma":[0.99815464,0.00086987717,0.00043311666,0.00044113467,0.0000407211,0.000060505856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068519707,0.000239721,0.0006051821,0.00009099626,0.00018417506,0.000009687524,0.0005209278,0.00020499063,0.0024727879],"category_scores_gemma":[0.0001610562,0.00017131708,0.00015921894,0.00021183792,0.0006546743,0.00011450699,0.00034243916,0.00018880212,0.00010970411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083192426,0.0004643008,0.7981777,0.0002074659,0.0000910261,0.000028700615,0.0010560722,0.00052173756,0.105776705,0.00018445685,0.09329055,0.00011805728],"study_design_scores_gemma":[0.0010078197,0.00093646103,0.5413639,0.00005667339,0.00009851327,0.000016966867,0.0001865706,0.00079913856,0.45292687,0.00073151983,0.0016247052,0.00025086492],"about_ca_topic_score_codex":0.0022818535,"about_ca_topic_score_gemma":0.016828433,"teacher_disagreement_score":0.34715018,"about_ca_system_score_codex":0.00013950211,"about_ca_system_score_gemma":0.00002120911,"threshold_uncertainty_score":0.9984391},"labels":[],"label_agreement":null},{"id":"W2018139912","doi":"10.1371/journal.pone.0109084","title":"Recent Warming of Lake Kivu","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Ministerio de Educación, Gobierno de Chile; University of Minnesota","keywords":"Global warming; Water column; Environmental science; Salinity; Geothermal gradient; Structural basin; Bay; Surface water; Climate change; Atmospheric sciences; Oceanography; Hydrology (agriculture); Climatology; Geology","score_opus":0.03649583892989663,"score_gpt":0.18232683218383985,"score_spread":0.14583099325394322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018139912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781051,0.0000063225866,0.000058910027,0.00018144255,0.0000152282,0.00006033501,0.000004500786,0.00001067038,0.02155749],"genre_scores_gemma":[0.9975826,0.000027130793,0.0017484662,0.00006689782,0.000018644989,8.549128e-7,0.0000020378,0.0000018462422,0.00055151805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995577,0.000018211615,0.00007749024,0.00008505754,0.00018249611,0.00007907416],"domain_scores_gemma":[0.9997925,0.000017763798,0.00004449804,0.00010680188,0.0000042351176,0.000034203313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014873447,0.000033774308,0.00008284928,0.000005865125,0.00003354378,0.0000025205632,0.00008228441,0.000020268328,0.0031464996],"category_scores_gemma":[0.00003763309,0.00002877677,0.000013486683,0.000048141934,0.000030733147,0.000036053905,0.00008144359,0.000027104403,0.0007771047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008399807,0.00075444183,0.9303632,0.000047697136,0.000033774966,9.4979316e-7,0.00032907867,0.000010329802,0.050082356,0.00006303247,0.0018473474,0.016459415],"study_design_scores_gemma":[0.0013907662,0.00060877635,0.54162776,0.00033543326,0.00024296947,0.000001967749,0.00027915626,0.012751377,0.2851712,0.0008598166,0.1560577,0.0006730434],"about_ca_topic_score_codex":0.00007035312,"about_ca_topic_score_gemma":0.00041435263,"teacher_disagreement_score":0.3887354,"about_ca_system_score_codex":0.000018759716,"about_ca_system_score_gemma":0.0000011780576,"threshold_uncertainty_score":0.99883676},"labels":[],"label_agreement":null},{"id":"W2021518742","doi":"10.2989/16085910609503880","title":"Translocation of marbled African lungfish,<i>Protopterus aethiopicus</i>(Telostei: Protopteridae), and its fishery in Lake Baringo, Kenya","year":2006,"lang":"en","type":"article","venue":"African Journal of Aquatic Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Lungfish; Fishery; Catch per unit effort; Geography; Biology; Fishing; Fish <Actinopterygii>","score_opus":0.007804004141723859,"score_gpt":0.1962082743095875,"score_spread":0.18840427016786365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021518742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930152,0.00005704673,0.00033043887,0.0004338029,0.00008158243,0.00064476975,0.0000050949466,0.0000058499063,0.0054261903],"genre_scores_gemma":[0.9980611,0.000011029297,0.0017613354,0.000035187204,0.000029703493,0.000010513065,3.8388347e-7,0.0000050479,0.0000856545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977562,0.00009261437,0.0007396645,0.00024813102,0.0008398905,0.00032352074],"domain_scores_gemma":[0.9989347,0.000094267576,0.000589452,0.00018320564,0.000052730804,0.00014566784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020178265,0.00015010116,0.0003378135,0.00019945877,0.00012590711,0.00005350249,0.0005467815,0.000049976108,0.00023284288],"category_scores_gemma":[0.00015679545,0.00012059543,0.000060573508,0.00096540555,0.00051239075,0.0006576521,0.000119910925,0.00015781244,0.000013807253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015365824,0.00040247117,0.87002623,0.00010675056,0.000015650145,0.000056493547,0.005430178,0.00041604982,0.110787265,0.00021452931,0.0002277951,0.012162952],"study_design_scores_gemma":[0.002059137,0.0010154324,0.94932634,0.00041163145,0.00005244657,0.0001457837,0.0024772512,0.009767663,0.031868063,0.0012419386,0.0011293215,0.00050501985],"about_ca_topic_score_codex":0.00055683695,"about_ca_topic_score_gemma":0.0015219019,"teacher_disagreement_score":0.079300106,"about_ca_system_score_codex":0.00015540136,"about_ca_system_score_gemma":0.000107825275,"threshold_uncertainty_score":0.49177387},"labels":[],"label_agreement":null},{"id":"W2022695843","doi":"10.1088/1748-9326/5/3/034005","title":"Hydro-climatic trends and water resource management implications based on multi-scale data for the Lake Victoria region, Kenya","year":2010,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Environmental science; Water resources; Water resource management; Climate change; Resource (disambiguation); Scale (ratio); Hydrology (agriculture); Drainage; Geography; Environmental resource management; Physical geography; Climatology; Geology; Ecology; Cartography","score_opus":0.04676821495866431,"score_gpt":0.2826735935130383,"score_spread":0.23590537855437396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022695843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.919312,0.00001644691,0.004493109,0.069733225,0.00023498494,0.002139859,0.00069257105,0.00005259045,0.00332523],"genre_scores_gemma":[0.9946341,0.000014105815,0.0019163976,0.001168034,0.000077509,0.000119745375,0.00036451648,0.000018189376,0.0016874049],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981744,0.00010540006,0.00016449194,0.00056356797,0.0005220076,0.00047007817],"domain_scores_gemma":[0.99825656,0.0003247033,0.00003751579,0.0012409085,0.0000012230994,0.0001391141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011323575,0.00014089944,0.0001005792,0.00006492413,0.0008416465,0.000072943425,0.0008415255,0.000052987794,0.0008549489],"category_scores_gemma":[0.000021348269,0.00008799756,0.00004215915,0.000090560534,0.0005912596,0.00013959648,0.0009920456,0.00029100687,0.0003608271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002198499,0.0010094818,0.45838425,0.00007669596,0.000109520064,0.000030942196,0.0011005044,0.00042880682,0.12798639,0.000047595717,0.3682855,0.042320445],"study_design_scores_gemma":[0.000956319,0.000083450264,0.4373541,0.000009328091,0.00003217173,0.0000047276176,0.00025530058,0.02012977,0.000638823,0.00002181362,0.540303,0.00021122782],"about_ca_topic_score_codex":0.00005189418,"about_ca_topic_score_gemma":0.00037371687,"teacher_disagreement_score":0.17201746,"about_ca_system_score_codex":0.000111782036,"about_ca_system_score_gemma":0.0000014206172,"threshold_uncertainty_score":0.93610907},"labels":[],"label_agreement":null},{"id":"W2023770546","doi":"10.1007/s10933-004-4227-2","title":"Solar variability and the levels of Lake Victoria, East Africa, during the last millenium","year":2005,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Science Foundation","keywords":"Sedimentology; Climatology; Geography; Sunspot; Physical geography; Little ice age; Solar variation; Climate change; Paleoclimatology; Oceanography; Geology; Paleontology","score_opus":0.010351095733228021,"score_gpt":0.18738237852922734,"score_spread":0.17703128279599933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023770546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950804,0.00010718813,0.00015123152,0.0023621242,0.00019634212,0.00008554334,0.0000132334735,0.0000024171688,0.0020014818],"genre_scores_gemma":[0.9993439,0.00004005599,0.00027921543,0.00003862963,0.00016348291,5.4083023e-7,5.883978e-8,0.000002102987,0.00013201551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998972,0.00025135,0.00033212532,0.00009379132,0.0001952176,0.00015551377],"domain_scores_gemma":[0.9992131,0.00020175717,0.00034945336,0.00016571501,0.000023794555,0.000046177727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013215148,0.00007663936,0.00022104241,0.00001871078,0.00014794902,0.00000836496,0.0002886034,0.000069931746,0.0007000926],"category_scores_gemma":[0.00012786253,0.00003733162,0.000081402635,0.00007720474,0.0005273553,0.00009356497,0.00018174721,0.00020343708,0.000028716398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019670856,0.000108449385,0.9874242,0.000023669418,0.00009875727,0.000009050168,0.0050576082,0.00027727344,0.0043135453,0.00027098015,0.0007643699,0.0014554026],"study_design_scores_gemma":[0.001343,0.00008198158,0.97519565,0.000010271141,0.000049845163,0.00016348816,0.0005628668,0.00018887126,0.00028837076,0.00033970398,0.02170908,0.00006685903],"about_ca_topic_score_codex":0.000017438939,"about_ca_topic_score_gemma":0.000926412,"teacher_disagreement_score":0.02094471,"about_ca_system_score_codex":0.00003814204,"about_ca_system_score_gemma":0.000010748107,"threshold_uncertainty_score":0.76655227},"labels":[],"label_agreement":null},{"id":"W2024247819","doi":"10.1007/s10113-012-0369-3","title":"Linking global drivers with local and regional change: a social-ecological system approach in Chilika Lagoon, Bay of Bengal","year":2012,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"Canada Research Chairs","keywords":"Sustainability; Geography; Fishery; Wetland; Ecology; Environmental resource management; Environmental science; Biology","score_opus":0.0446282304937221,"score_gpt":0.2074934684258381,"score_spread":0.162865237932116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024247819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758893,0.00023929145,0.0001897901,0.00026796153,0.000037787384,0.00051210413,0.000062471656,0.000019456811,0.0010822305],"genre_scores_gemma":[0.99896157,0.000046168127,0.0004752926,0.00023278168,0.00014501356,0.000047548067,0.00006280472,0.000009209806,0.00001960485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983542,0.00010348439,0.00020932766,0.00036283152,0.0005433076,0.00042686134],"domain_scores_gemma":[0.9995344,0.000026279688,0.00015410442,0.000114014256,0.0000016684157,0.00016950275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029394965,0.00022148938,0.0002914084,0.000031349755,0.000204012,0.0000073418946,0.00016506284,0.00018234835,0.00013300011],"category_scores_gemma":[8.3972367e-7,0.00018004421,0.00006759252,0.00015248617,0.00066493766,0.00033458404,0.00023852152,0.00015132944,0.000054196593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006243415,0.00037577696,0.9954685,0.00005372365,0.000017591161,0.000011181148,0.0019581735,0.000008160978,0.000043034965,0.0007616488,0.000102551596,0.001137196],"study_design_scores_gemma":[0.00075128593,0.00013547372,0.9922916,0.000038826864,0.000026961581,0.00012655671,0.0036034142,0.00081541296,0.000007309417,0.000010422073,0.0019580636,0.00023465282],"about_ca_topic_score_codex":0.00037966188,"about_ca_topic_score_gemma":0.00021027827,"teacher_disagreement_score":0.0031769068,"about_ca_system_score_codex":0.0008132495,"about_ca_system_score_gemma":0.0000051401234,"threshold_uncertainty_score":0.734199},"labels":[],"label_agreement":null},{"id":"W2026368203","doi":"10.1139/f05-075","title":"Food partitioning within the species-rich benthic fish community of Lake Malawi, East Africa","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benthic zone; Demersal zone; Pelagic zone; Demersal fish; Biology; Fishery; Food chain; Ecology; Fish <Actinopterygii>","score_opus":0.04082194496663376,"score_gpt":0.19384787158200656,"score_spread":0.1530259266153728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026368203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98522395,0.00007174646,0.00004342253,0.004657193,0.000114999064,0.000057685498,0.0000180398,0.0000015816933,0.009811412],"genre_scores_gemma":[0.99895376,0.0000071876525,0.0005880289,0.00023571728,0.000039952592,4.799132e-7,4.7285894e-7,0.0000017577601,0.00017266058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990153,0.0001368318,0.00029459663,0.000076701195,0.00028249156,0.00019410173],"domain_scores_gemma":[0.9992638,0.00011473925,0.0002960206,0.00010538313,0.000014539593,0.00020547441],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015598094,0.00007692791,0.00014774056,0.00004002754,0.0010389416,0.00012210087,0.00041617104,0.000029810422,0.0010297532],"category_scores_gemma":[0.00017634346,0.000048939677,0.000041001007,0.00027750683,0.0013250272,0.00035261517,0.0000465252,0.00017225584,0.000007027689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004881261,0.000020946882,0.9770998,0.000009407215,0.0000183744,0.00000385594,0.012188797,0.00023238757,0.000034114302,0.00035222783,0.008470208,0.0015650394],"study_design_scores_gemma":[0.00049448153,0.0017489514,0.8570073,0.00020886477,0.000081314596,0.00015978444,0.06457609,0.0031676826,0.00030342932,0.002465841,0.069433555,0.00035269247],"about_ca_topic_score_codex":0.0040921867,"about_ca_topic_score_gemma":0.5062855,"teacher_disagreement_score":0.5021933,"about_ca_system_score_codex":0.000049648195,"about_ca_system_score_gemma":0.00013709549,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W2029525004","doi":"10.5376/ijms.2014.04.0042","title":"Does Primary Productivity Affect Benthic Macroinvertebrate Abundance and Diversity in Estuarine Ecosystem? A Case Study in Lagos Lagoon, Nigeria","year":2014,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benthic zone; Abundance (ecology); Productivity; Estuary; Affect (linguistics); Primary productivity; Environmental science; Ecosystem; Diversity (politics); Ecology; Fishery; Oceanography; Geography; Biology; Geology","score_opus":0.010278590463217134,"score_gpt":0.23505396884508536,"score_spread":0.22477537838186823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029525004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981265,0.0000027686901,0.000069578666,0.0004581849,0.0005935291,0.000234732,0.0000036786703,0.000004955661,0.00050604757],"genre_scores_gemma":[0.9994185,0.0000074321333,0.000392714,0.000048455393,0.000043047683,0.0000013349858,3.4921234e-7,0.0000027033107,0.000085470325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981303,0.00016459898,0.00035041713,0.0003385184,0.0008188291,0.0001973185],"domain_scores_gemma":[0.9992814,0.000081670565,0.0003130848,0.00014781488,0.00007225597,0.0001037764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037288335,0.00011840988,0.00022953477,0.00020727955,0.00017831298,0.00008116874,0.00064151926,0.000025184301,0.00011651988],"category_scores_gemma":[0.00024523874,0.00007972277,0.000032409615,0.00036456107,0.00023029585,0.0008912622,0.0025306777,0.00019999538,0.000011093292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005149705,0.00029607443,0.9862096,0.000009964678,0.000007865272,0.0010222842,0.0009701514,0.0001539355,0.0007441453,0.000005611715,0.000013365111,0.010515519],"study_design_scores_gemma":[0.0010134566,0.00019681294,0.9949304,0.000034375345,0.00000554693,0.00091249193,0.0005928774,0.0016971442,0.00013202758,0.00028300151,0.00008649696,0.00011538052],"about_ca_topic_score_codex":0.0033121023,"about_ca_topic_score_gemma":0.054536294,"teacher_disagreement_score":0.05122419,"about_ca_system_score_codex":0.00048152226,"about_ca_system_score_gemma":0.000042577663,"threshold_uncertainty_score":0.962716},"labels":[],"label_agreement":null},{"id":"W2032628169","doi":"10.1111/j.1749-7345.2006.00059.x","title":"Economic Analysis of Nile Tilapia (<i>Oreochromis niloticus</i>) Production in Tanzania","year":2006,"lang":"en","type":"article","venue":"Journal of the World Aquaculture Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"United States Agency for International Development","keywords":"Nile tilapia; Oreochromis; Tilapia; Tanzania; Fishery; Biology; Fish farming; Aquaculture; Livelihood; Population; Profitability index; Aquaculture of tilapia; Production (economics); Business; Ecology; Fish <Actinopterygii>; Economics; Socioeconomics; Agriculture","score_opus":0.0049295636428623064,"score_gpt":0.19691029316276945,"score_spread":0.19198072951990713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032628169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666655,0.000050466388,0.000014456213,0.0012623307,0.00022284317,0.00009699434,0.000014143428,0.000003271059,0.001668925],"genre_scores_gemma":[0.9962953,0.000010340184,0.0007285823,0.000074459735,0.000117114956,4.0207215e-7,0.0000019209708,0.0000033095528,0.0027685994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989811,0.00006175268,0.00043321957,0.00013327501,0.00025605332,0.00013456272],"domain_scores_gemma":[0.99910975,0.000021965243,0.0006546131,0.00016376132,0.000017574706,0.000032316962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005775762,0.00009965221,0.0003081203,0.000039495713,0.00009159983,0.000014913916,0.00028926865,0.000051319144,0.0006584137],"category_scores_gemma":[0.000012490465,0.000058519872,0.0005650876,0.00070640456,0.00011049516,0.00017063759,0.000086957145,0.00018646257,0.000018957351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001982079,0.00015454624,0.7535153,0.000011099873,0.00030977814,0.0000016248216,0.0011876019,0.034018893,0.017634148,0.000031103038,0.19301623,0.00009983771],"study_design_scores_gemma":[0.00042761426,0.000030688698,0.97778046,0.000041838604,0.00062852306,0.0000107345895,0.0008903737,0.0016964272,0.007032012,0.00022094503,0.0110858185,0.00015455857],"about_ca_topic_score_codex":0.0013062871,"about_ca_topic_score_gemma":0.016328381,"teacher_disagreement_score":0.22426514,"about_ca_system_score_codex":0.00042170772,"about_ca_system_score_gemma":0.000015998156,"threshold_uncertainty_score":0.9111621},"labels":[],"label_agreement":null},{"id":"W2036578289","doi":"10.1007/s10750-009-9974-7","title":"Diatom evidence for the timing and causes of eutrophication in Lake Victoria, East Africa","year":2009,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Science Foundation","keywords":"Diatom; Eutrophication; Plankton; Ecology; Trophic level; Phytoplankton; Geography; Paleolimnology; Nitzschia; Oceanography; Population; Biology; Nutrient; Geology","score_opus":0.06518141495052085,"score_gpt":0.255801285919671,"score_spread":0.19061987096915015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036578289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988156,0.00015122975,0.00027024237,0.00034930542,0.000037118818,0.00020909254,0.000013918765,0.0000066789544,0.00014682935],"genre_scores_gemma":[0.99957734,0.00003933971,0.00029861415,0.000031268966,0.000013866556,0.0000043002256,0.0000016706576,8.219374e-7,0.000032802778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963665,0.000021906473,0.00009636396,0.000116005634,0.00003985281,0.00008919441],"domain_scores_gemma":[0.99967515,0.00015218013,0.0000617408,0.00009357366,0.0000035857822,0.000013760417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024128072,0.000044793513,0.00007133032,0.000008794334,0.000056656252,0.00000522225,0.00010222735,0.000035667268,0.000050950483],"category_scores_gemma":[0.000079563215,0.000027569979,0.000016105627,0.00007163529,0.000062784275,0.000060749626,0.00004306469,0.00002968006,0.000013235748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000480233,0.000055499237,0.948887,0.00001536877,0.000006852265,9.634687e-7,0.0013878923,0.00043458218,0.04472042,0.00015063357,0.0009794028,0.0033133782],"study_design_scores_gemma":[0.0001747827,0.00013368088,0.99331737,0.000033875134,0.0000124832995,0.0000013058343,0.00010569566,0.0025842285,0.0006296801,0.00023611903,0.0026932075,0.000077555494],"about_ca_topic_score_codex":0.00009028418,"about_ca_topic_score_gemma":0.00055047986,"teacher_disagreement_score":0.0444304,"about_ca_system_score_codex":0.00002372073,"about_ca_system_score_gemma":0.0000026742864,"threshold_uncertainty_score":0.112427115},"labels":[],"label_agreement":null},{"id":"W2038620587","doi":"10.1086/651100","title":"Energetics of Hypoxia in a Mouth‐Brooding Cichlid: Evidence for Interdemic and Developmental Effects","year":2010,"lang":"en","type":"article","venue":"Physiological and Biochemical Zoology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Rocky Mountain Research Station","keywords":"Biology; Cichlid; Population; Energetics; Offspring; Zoology; Paternal care; Basal metabolic rate; Ecology; Captivity; Hypoxia (environmental); Fish <Actinopterygii>; Animal science; Oxygen; Demography; Endocrinology; Pregnancy; Fishery","score_opus":0.029040540504525463,"score_gpt":0.2448588950146876,"score_spread":0.21581835451016215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038620587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995504,0.000065036715,0.000043350963,0.000099210956,0.00004573357,0.00014207166,0.0000042213674,0.0000067415917,0.0000432035],"genre_scores_gemma":[0.99678504,0.000031907097,0.0030313919,0.00010803746,0.000017753086,0.00001082532,0.0000032011928,0.0000017063543,0.000010156591],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99934727,0.00002247845,0.00015337885,0.00026055583,0.000047916277,0.00016842765],"domain_scores_gemma":[0.9994868,0.00035226,0.00004635884,0.000048101658,0.000004274539,0.00006222882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012580177,0.00009143164,0.00019855272,0.000012546504,0.000034071047,0.0000033063998,0.00010185306,0.00014635027,0.000062412495],"category_scores_gemma":[0.00033627995,0.00006208686,0.000025877816,0.00005157262,0.00034263197,0.000033941502,0.00032483684,0.00011555209,0.0000064815713],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053518947,0.000037528804,0.08349374,0.00003536523,0.0000025950294,8.8522904e-7,0.00007566638,2.547032e-7,0.91487426,0.000051768482,0.00011556692,0.0012588438],"study_design_scores_gemma":[0.0006538582,0.00033578367,0.7885604,0.000054135333,0.000015427719,0.000015928554,0.00008728247,0.0007421281,0.20560941,0.0036047173,0.00010126517,0.0002197069],"about_ca_topic_score_codex":0.00007768885,"about_ca_topic_score_gemma":0.000028358554,"teacher_disagreement_score":0.7092649,"about_ca_system_score_codex":0.00001482417,"about_ca_system_score_gemma":0.0000030958809,"threshold_uncertainty_score":0.25318286},"labels":[],"label_agreement":null},{"id":"W2049732560","doi":"10.1007/s10641-010-9600-6","title":"Intraspecific variation in gill morphology of juvenile Nile perch, Lates niloticus, in Lake Nabugabo, Uganda","year":2010,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Lates; Intraspecific competition; Biology; Perch; Fishery; Habitat; Juvenile; Population; Ecology; Gill; Wetland; Fish <Actinopterygii>","score_opus":0.006028113881171779,"score_gpt":0.18367174520238524,"score_spread":0.17764363132121347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049732560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828887,0.000020194804,0.000007969413,0.0001564302,0.00017495398,0.00018503585,0.0001619779,0.000006209494,0.0009983641],"genre_scores_gemma":[0.99907976,0.000042739066,0.00068749004,0.00003419392,0.000020200976,0.0000059171416,0.00005419139,0.0000053115386,0.00007017394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988964,0.00008922375,0.00039965697,0.00029772526,0.00009735824,0.00021958974],"domain_scores_gemma":[0.99949783,0.000094698524,0.0001741511,0.00019138017,0.0000012380231,0.000040675975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035470398,0.00012784092,0.00029877832,0.000064715096,0.000033389915,0.0000022597071,0.00022148198,0.00021615253,0.0071886154],"category_scores_gemma":[0.00003166584,0.00011604523,0.000046399247,0.000107690874,0.00049488514,0.00010280126,0.00017307776,0.00018243553,0.00011819378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017350896,0.00013762961,0.6971798,0.0000046852174,0.0000039663096,0.0000037454427,0.00047089922,0.00001735483,0.30102777,0.000019473506,0.000160347,0.0009569857],"study_design_scores_gemma":[0.00048185315,0.00015943189,0.97652715,0.0000059827526,0.000005400581,0.000006778075,0.00019685148,0.00007008507,0.02012655,0.00032125943,0.0019825958,0.000116056435],"about_ca_topic_score_codex":0.0010956103,"about_ca_topic_score_gemma":0.011812871,"teacher_disagreement_score":0.28090122,"about_ca_system_score_codex":0.00006548696,"about_ca_system_score_gemma":0.000005097628,"threshold_uncertainty_score":0.9937189},"labels":[],"label_agreement":null},{"id":"W2050819137","doi":"10.1007/s10750-014-2028-9","title":"Preface: Speciation research in ancient lakes – classic concepts and new approaches","year":2014,"lang":"sk","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Genetic algorithm; Ecology; Geography; Biology; Epistemology; Philosophy","score_opus":0.16428627218052946,"score_gpt":0.29733839429716064,"score_spread":0.13305212211663117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050819137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881727,0.00035850334,0.000108557724,0.0007254748,0.00018875442,0.00047511075,0.000020933949,0.000016732236,0.009933193],"genre_scores_gemma":[0.99750423,0.00008036471,0.00029926866,0.00006181027,0.00012967893,0.0000046382384,0.000017467859,0.000005038835,0.0018974711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778706,0.0005547514,0.00026434156,0.00060882024,0.00026148962,0.0005235616],"domain_scores_gemma":[0.9992438,0.0002118794,0.00011448912,0.0002641942,0.0000065886716,0.00015903724],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021931275,0.000168631,0.00025054027,0.00007217924,0.00021937942,0.00006656523,0.00026469305,0.00024693162,0.0005389451],"category_scores_gemma":[0.00011084701,0.00013667009,0.000035547546,0.00032079668,0.0005325683,0.00014879814,0.00040163746,0.00031735972,0.0012276979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039121845,0.00016715955,0.9561353,0.00006392581,0.000013266494,0.0000049736573,0.0019795566,0.00037665205,0.007280646,0.0011025765,0.012271377,0.020565497],"study_design_scores_gemma":[0.0010625994,0.0005372238,0.93715185,0.00013097607,0.000013035398,0.0000058298415,0.0011182494,0.023381464,0.001095954,0.0008184083,0.034296766,0.00038766293],"about_ca_topic_score_codex":0.0011718937,"about_ca_topic_score_gemma":0.0020587207,"teacher_disagreement_score":0.023004813,"about_ca_system_score_codex":0.000321074,"about_ca_system_score_gemma":0.000031224423,"threshold_uncertainty_score":0.99955},"labels":[],"label_agreement":null},{"id":"W2052310826","doi":"10.1016/j.jglr.2013.06.009","title":"Distribution and exploitation of Nile perch Lates niloticus in relation to stratification in Lake Victoria, East Africa","year":2013,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Geological Survey; European Commission; Leverhulme Trust; Texas Parks and Wildlife Department","keywords":"Lates; Fishery; Geography; Distribution (mathematics); Oceanography; Stratification (seeds); Environmental science; Fish <Actinopterygii>; Biology; Geology; Mathematics","score_opus":0.050511254491962726,"score_gpt":0.28135778498257596,"score_spread":0.23084653049061324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052310826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998351,0.00001798569,0.00013800437,0.00052871916,0.000029811428,0.00024550073,0.000012298498,0.0000013307451,0.00067534397],"genre_scores_gemma":[0.9995606,0.000018445564,0.0002519729,0.0000014276774,0.000019570472,0.000004897291,0.0000063476723,0.0000021421445,0.00013459689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879,0.00017789775,0.00031779349,0.00010285645,0.00046614645,0.00014527216],"domain_scores_gemma":[0.9995378,0.00011411335,0.00010171958,0.00007281852,0.00009923247,0.0000742848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012870979,0.000047961756,0.000116574374,0.00013174837,0.00005153816,0.000031809468,0.000097858916,0.000053438314,0.0003764444],"category_scores_gemma":[0.00023811377,0.000038661423,0.000017314305,0.00046797545,0.000060362177,0.0004377039,0.00004662282,0.00014972621,0.00005063635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606216,0.00010659783,0.9723412,0.000022793454,0.000003773354,0.0000046919617,0.004404304,0.00031307072,0.017714038,0.00008301017,0.0014257937,0.0035146936],"study_design_scores_gemma":[0.00025500127,0.00023448683,0.99542105,0.000057434343,0.000002075255,0.0000033615145,0.0016099614,0.0010684339,0.00033211417,0.00052669254,0.00044827478,0.000041084546],"about_ca_topic_score_codex":0.00048532113,"about_ca_topic_score_gemma":0.0049418937,"teacher_disagreement_score":0.02307991,"about_ca_system_score_codex":0.00021084177,"about_ca_system_score_gemma":0.000016286915,"threshold_uncertainty_score":0.41218022},"labels":[],"label_agreement":null},{"id":"W2054056094","doi":"10.1016/j.jglr.2010.12.009","title":"Seasonal dynamics of physico-chemical characteristics and biological responses of Lake Chilwa, Southern Africa","year":2011,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Icelandic International Development Agency; United States Agency for International Development","keywords":"Limnology; Zooplankton; Phytoplankton; Environmental science; Plankton; Hydrology (agriculture); Wetland; Oceanography; Productivity; Ecology; Nutrient; Geology; Biology","score_opus":0.08221272240676418,"score_gpt":0.2784348696481114,"score_spread":0.19622214724134723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054056094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798125,0.00003097916,0.000033708195,0.00006340756,0.00002055316,0.00006386714,0.0001963634,0.00000181369,0.0016080631],"genre_scores_gemma":[0.99917096,0.00004790099,0.00050803105,0.0000030707258,0.000035233097,3.9603557e-7,0.0000024884334,0.000003640891,0.00022825439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986205,0.00019939146,0.00030899348,0.00011534464,0.00055698474,0.00019880146],"domain_scores_gemma":[0.99922174,0.00020773338,0.0002371675,0.000116665484,0.00009477209,0.00012191597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011271434,0.00007769087,0.0002698863,0.00005927991,0.00006065143,0.000008327562,0.00027101298,0.000082806975,0.0009543546],"category_scores_gemma":[0.00024476237,0.000051538587,0.00008177099,0.00015530772,0.00068459206,0.000070889,0.00023969324,0.00024789502,0.000023087914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007769041,0.0002375423,0.97216266,0.000028311875,0.000040346564,0.00003936399,0.0015920816,2.3716184e-7,0.020554677,0.000082946695,0.00031110397,0.0041738045],"study_design_scores_gemma":[0.0007095174,0.0013476742,0.9887728,0.00011969434,0.000033857345,0.00011043544,0.001796803,0.0007811378,0.0043588355,0.00092424685,0.0008805206,0.00016449636],"about_ca_topic_score_codex":0.00006254652,"about_ca_topic_score_gemma":0.00008858008,"teacher_disagreement_score":0.0166101,"about_ca_system_score_codex":0.0000514697,"about_ca_system_score_gemma":0.000026907373,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W2054747551","doi":"10.4319/lo.2013.58.3.0774","title":"Spatial variability of nutrient concentrations, fluxes, and ecosystem metabolism in Nyanza Gulf and Rusinga Channel, Lake Victoria (East Africa)","year":2013,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Division of Environmental Biology; Government of the Republic of Kenya","keywords":"Nutrient; Eutrophication; Environmental science; Ecosystem; Oceanography; Transect; Phosphorus; Hydrology (agriculture); Ecology; Geology; Biology; Chemistry","score_opus":0.00659527777315935,"score_gpt":0.1685963191675065,"score_spread":0.16200104139434715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054747551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980968,0.00035571321,0.0002955949,0.00016022894,0.00017508687,0.00034754342,0.00006651908,0.000013213385,0.000489301],"genre_scores_gemma":[0.9995422,0.00014101769,0.00023760162,0.000028885554,0.00002522061,0.000007655822,0.000007063372,0.0000029106845,0.000007480389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898416,0.00014665347,0.0002531912,0.00030461006,0.0000990227,0.00021235018],"domain_scores_gemma":[0.99957,0.000076155666,0.000111302004,0.00013628035,0.000013760468,0.00009248497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003164288,0.00012707137,0.00026457908,0.00006741439,0.00012904784,0.0000199587,0.00007645831,0.00014562185,0.00019661043],"category_scores_gemma":[0.000025955947,0.000107528176,0.000029464041,0.00018440635,0.00032975205,0.0001743752,0.00015045548,0.000097957316,0.0000073547176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000180196,0.000085075044,0.9968289,0.00003504891,0.000020766713,0.0000013869139,0.001321725,0.0000018326526,0.00036493535,0.0008204024,0.00020554809,0.00029634175],"study_design_scores_gemma":[0.0007721423,0.000101189245,0.99019766,0.000020009686,0.0000348841,0.00000897724,0.0004989951,0.00084989,0.00014138638,0.0025817654,0.0046383827,0.00015474868],"about_ca_topic_score_codex":0.0003328587,"about_ca_topic_score_gemma":0.0015135149,"teacher_disagreement_score":0.006631288,"about_ca_system_score_codex":0.00001141408,"about_ca_system_score_gemma":0.000005786511,"threshold_uncertainty_score":0.4384872},"labels":[],"label_agreement":null},{"id":"W2056752932","doi":"10.5194/gmd-7-317-2014","title":"Understanding the performance of the FLake model over two African Great Lakes","year":2014,"lang":"en","type":"article","venue":"Geoscientific model development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds Wetenschappelijk Onderzoek; Vlaamse regering; Belgian Federal Science Policy Office; Natural Environment Research Council; Sight Research UK","keywords":"Flake; Forcing (mathematics); Environmental science; Mixed layer; Seasonality; Climatology; Mixing (physics); Wind speed; Surface water; Atmospheric sciences; Geology; Hydrology (agriculture); Meteorology; Geography; Oceanography; Materials science; Ecology","score_opus":0.04682417938831446,"score_gpt":0.20532342409763898,"score_spread":0.15849924470932453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056752932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909327,0.0000022198246,0.08105506,0.0001392431,0.00024625435,0.00021879512,0.000013082712,0.000015289414,0.008983109],"genre_scores_gemma":[0.9902723,0.0000014997632,0.0018858021,0.00008975872,0.0000071935588,0.0000080533,0.0000032027917,0.00000522077,0.007726956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984442,0.000041899773,0.00024660016,0.00032147847,0.000647287,0.00029851025],"domain_scores_gemma":[0.99933326,0.000023290331,0.00014185181,0.00043028608,0.00001111344,0.000060193244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009923643,0.00013379201,0.00012369629,0.000024748133,0.0008378125,0.000044099394,0.00057887245,0.00003322257,0.00020158869],"category_scores_gemma":[0.000011736415,0.00007274251,0.000057217316,0.0002502966,0.0003123573,0.00012417973,0.0005093525,0.000087231165,0.00008885835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022545539,0.00010015278,0.1379752,0.00005105646,0.00002908741,3.505483e-7,0.009821503,0.82738227,0.0032373264,0.0023981007,0.014897378,0.0040850206],"study_design_scores_gemma":[0.00015960194,0.000005853292,0.009843884,0.000018743793,0.00000979806,8.992771e-7,0.00013409994,0.98644835,0.0006418115,0.00051663537,0.002095746,0.00012459343],"about_ca_topic_score_codex":0.000080626065,"about_ca_topic_score_gemma":0.0008467068,"teacher_disagreement_score":0.15906605,"about_ca_system_score_codex":0.00029823178,"about_ca_system_score_gemma":0.000050719784,"threshold_uncertainty_score":0.6443861},"labels":[],"label_agreement":null},{"id":"W2058199991","doi":"10.1111/j.1600-0633.2007.00251.x","title":"Reproductive seasonality in a swamp‐locked African cichlid","year":2007,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Swamp; Biology; Ecology; Reproduction; Cichlid; Reproductive success; Population; Seasonality; Fishery; Demography","score_opus":0.010999055383666792,"score_gpt":0.21293363867245574,"score_spread":0.20193458328878894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058199991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98887104,0.0000030595543,0.00003113428,0.0009532031,0.0001435594,0.00019046194,0.000040991945,0.000014641649,0.009751921],"genre_scores_gemma":[0.99808156,0.0000010209259,0.0008896001,0.00021901548,0.00003481414,0.000003270578,0.000008045404,0.0000034282566,0.00075924076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887747,0.00007477338,0.0002515583,0.00034489387,0.00015056814,0.0003007397],"domain_scores_gemma":[0.99950784,0.00006437809,0.00011245161,0.00024098184,0.000010837573,0.00006349271],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011483362,0.00009042556,0.0002024688,0.000028718428,0.000054007844,0.0000034300083,0.00020240585,0.000096749674,0.0026500747],"category_scores_gemma":[0.0000795278,0.00008018183,0.000045116605,0.00016751426,0.0002632051,0.00008846306,0.00020398996,0.00010973336,0.00018573995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005205427,0.00012120769,0.9891509,0.00000585373,0.000009753547,0.000031679854,0.00091762573,0.000009935312,0.0010292681,0.00001491929,0.008328173,0.0003286711],"study_design_scores_gemma":[0.00030375863,0.000084361236,0.9795177,0.000003563009,0.0000060676407,0.000005470907,0.00029961197,0.00003690565,0.005902048,0.00049683487,0.013246137,0.000097556884],"about_ca_topic_score_codex":0.002254285,"about_ca_topic_score_gemma":0.12767448,"teacher_disagreement_score":0.12542018,"about_ca_system_score_codex":0.00017136734,"about_ca_system_score_gemma":0.000008252204,"threshold_uncertainty_score":0.99826163},"labels":[],"label_agreement":null},{"id":"W2059037325","doi":"10.1007/s10750-007-0746-y","title":"Comparative age and growth of Nile tilapia (Oreochromis niloticus L.) in lakes Nabugabo and Wamala, Uganda","year":2007,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Nile tilapia; Oreochromis; Lates; Fishery; Tilapia; Biology; Ecology; Fish <Actinopterygii>","score_opus":0.01431546162321637,"score_gpt":0.21645298719164058,"score_spread":0.2021375255684242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059037325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99415654,0.00007061965,0.000030975567,0.000019434534,0.000034576202,0.00014939318,0.000018612069,0.000010609372,0.005509242],"genre_scores_gemma":[0.9994673,0.000014467394,0.00030887188,0.000028937142,0.0000074126324,9.704668e-7,0.0000061451374,0.000001934305,0.00016393892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932575,0.000035059315,0.00018424483,0.00021065272,0.00006216315,0.00018210408],"domain_scores_gemma":[0.9996938,0.00008610308,0.00008164665,0.000079178804,0.0000046757877,0.000054588072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037445241,0.00009869107,0.00022437253,0.00002813111,0.000050804447,0.000006050439,0.00008280016,0.00007420299,0.00026074043],"category_scores_gemma":[0.00002117421,0.000074659176,0.00001745179,0.00010515681,0.0003402949,0.000069222726,0.00014161899,0.000071029455,0.00003664253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002785036,0.00004499998,0.96671295,0.000015421085,0.0000068839004,0.0000212162,0.00105293,0.000004360726,0.031301185,0.000055885503,0.0006774755,0.000078848425],"study_design_scores_gemma":[0.00040925585,0.00015241018,0.9893636,0.000018235587,0.0000065182403,0.000007461562,0.00029823728,0.00018131382,0.0090732295,0.00014499329,0.00022262232,0.00012208562],"about_ca_topic_score_codex":0.0010550892,"about_ca_topic_score_gemma":0.0018848848,"teacher_disagreement_score":0.022650694,"about_ca_system_score_codex":0.000036796147,"about_ca_system_score_gemma":0.000002695397,"threshold_uncertainty_score":0.3044513},"labels":[],"label_agreement":null},{"id":"W2061368236","doi":"10.1111/lre.12050","title":"Bacterial abundance on the skin, gills and intestines of <i>Cyprinus carpio</i> in Lake Naivasha, Kenya: Implications for public health and fish quality","year":2014,"lang":"en","type":"article","venue":"Lakes & Reservoirs Science Policy and Management for Sustainable Use","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Cyprinus; Sewage; Water quality; Environmental science; Fishery; Sanitation; Abundance (ecology); Biology; Veterinary medicine; Ecology; Fish <Actinopterygii>; Environmental engineering","score_opus":0.0377838422236745,"score_gpt":0.2839119105481132,"score_spread":0.2461280683244387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061368236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97929835,0.000014410337,0.00057007524,0.017210709,0.000022180717,0.0015095675,0.00009645491,0.000012375773,0.0012658713],"genre_scores_gemma":[0.99649245,0.00013976014,0.0008689251,0.00122591,0.000026052148,0.0001313502,0.000008531726,0.0000052580344,0.0011017383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985502,0.00007294319,0.0002641873,0.00041056532,0.00017088384,0.0005312289],"domain_scores_gemma":[0.9989439,0.00034187452,0.0001755644,0.00032143135,0.000054540465,0.00016267861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002424321,0.00012312894,0.00019163298,0.000116751406,0.00073110574,0.00022252543,0.00035103832,0.000028369599,0.000005729599],"category_scores_gemma":[0.0011469733,0.000090322515,0.00002735959,0.000491037,0.0007463606,0.00058156304,0.0005752738,0.00004420462,4.1996967e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117328986,0.00020023002,0.1849761,0.0013639971,0.000015005263,8.129116e-7,0.0030756495,0.00007350769,0.00014973845,0.7930409,0.0057503353,0.0112364525],"study_design_scores_gemma":[0.0012479543,0.000518352,0.55762625,0.0000743952,0.000011619651,0.0000025997365,0.0048779007,0.0010061396,0.00005553387,0.018918626,0.41536677,0.0002938777],"about_ca_topic_score_codex":0.0037100278,"about_ca_topic_score_gemma":0.010890958,"teacher_disagreement_score":0.77412224,"about_ca_system_score_codex":0.00011710567,"about_ca_system_score_gemma":0.000047712736,"threshold_uncertainty_score":0.60774106},"labels":[],"label_agreement":null},{"id":"W2066388736","doi":"10.1007/s10750-004-3076-3","title":"Movement and habitat use by the marbled lungfish Protopterus aethiopicus Heckel 1851 in Lake Baringo, Kenya","year":2005,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lungfish; Habitat; Ecology; Diel vertical migration; Geography; Fishery; Fish <Actinopterygii>; Biology","score_opus":0.010219857835143072,"score_gpt":0.19006097890693177,"score_spread":0.1798411210717887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066388736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965501,0.000035349723,0.000019560914,0.00058669277,0.000042484167,0.0007496449,0.000039468658,0.000026082545,0.0019506305],"genre_scores_gemma":[0.9971969,0.000012252435,0.00040106472,0.0009603513,0.000018175098,0.000044262546,0.000012809751,0.000003959804,0.0013502107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907714,0.0000757209,0.00018963711,0.00029499969,0.000100499754,0.00026199772],"domain_scores_gemma":[0.9996159,0.000054318974,0.00006640152,0.00020789963,0.0000030399685,0.000052434734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036172254,0.00013094145,0.00013707095,0.000013212219,0.00016411819,0.00006229203,0.00020406961,0.00009070895,0.00060246285],"category_scores_gemma":[0.0000282603,0.000082533945,0.00003036492,0.00007800776,0.00019644879,0.0001503406,0.00032836164,0.00013808662,0.0002605858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012100014,0.000060741295,0.98394716,0.0000051984243,0.000006931358,0.0000039337524,0.00023956726,0.00006466623,0.0046668383,0.000018720095,0.009385517,0.0015886185],"study_design_scores_gemma":[0.00080055976,0.0001293151,0.8988669,0.000022097047,0.000010571466,0.0000067368233,0.00009228065,0.0024328127,0.0016349333,0.000077993005,0.09564182,0.0002839865],"about_ca_topic_score_codex":0.0010045231,"about_ca_topic_score_gemma":0.018785719,"teacher_disagreement_score":0.0862563,"about_ca_system_score_codex":0.00010682417,"about_ca_system_score_gemma":0.0000044503295,"threshold_uncertainty_score":0.99911886},"labels":[],"label_agreement":null},{"id":"W2069562019","doi":"10.1016/j.jglr.2010.10.001","title":"Physical–chemical measurements in the water column along a transect through a tilapia cage fish farm in Lake Malawi, Africa","year":2010,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Water column; Cage; Environmental science; Fish farming; Turbidity; Aquaculture; Nutrient; Tilapia; Particulates; Hydrology (agriculture); Fish <Actinopterygii>; Fishery; Ecology; Biology","score_opus":0.08484182650301482,"score_gpt":0.30441283797796387,"score_spread":0.21957101147494906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069562019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909287,0.000006216205,0.0000039671986,0.0013392433,0.000053312662,0.00024710677,0.000012470249,0.000002473112,0.007406491],"genre_scores_gemma":[0.9994927,0.000006697516,0.00008995743,0.000054973534,0.00008920246,0.0000065497725,0.0000014757552,0.0000059436425,0.0002524991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972234,0.00035769324,0.000310301,0.00018731985,0.0014274596,0.00049384835],"domain_scores_gemma":[0.99944574,0.0001601227,0.000057611127,0.00020532063,0.000042918855,0.0000882778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032091218,0.00010921256,0.00023399005,0.000069803355,0.00012600073,0.00007420527,0.00066814787,0.00008984356,0.0008763992],"category_scores_gemma":[0.000095853844,0.00005501502,0.00010534511,0.00035307006,0.00025835878,0.00022595335,0.00011803012,0.0010525342,0.00009986111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002673691,0.0007972319,0.70347893,0.000033982433,0.000030505347,0.00047153138,0.021379866,0.000025259787,0.26509577,0.000010815446,0.006696055,0.0017126723],"study_design_scores_gemma":[0.008354174,0.0016862008,0.7269212,0.00035423177,0.000082457365,0.0006150097,0.006000228,0.0012179259,0.0840029,0.0026539974,0.16718318,0.000928518],"about_ca_topic_score_codex":0.00081616745,"about_ca_topic_score_gemma":0.064876065,"teacher_disagreement_score":0.18109287,"about_ca_system_score_codex":0.00014042822,"about_ca_system_score_gemma":0.00002596406,"threshold_uncertainty_score":0.95959574},"labels":[],"label_agreement":null},{"id":"W2070322799","doi":"10.1007/s10641-007-9251-4","title":"Brood protection at a cost: mouth brooding under hypoxia in an African cichlid","year":2007,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Cichlid; Predation; Brood; Hypoxia (environmental); Zoology; Acclimatization; Ecology; Animal science; Oxygen; Fish <Actinopterygii>; Fishery","score_opus":0.023592900761228313,"score_gpt":0.2178059558866089,"score_spread":0.1942130551253806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070322799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971391,0.000027989201,0.00023544357,0.000063221,0.00005694229,0.0002947358,0.000036214115,0.000016268188,0.0021301028],"genre_scores_gemma":[0.9993744,0.000009571099,0.00032319548,0.000057196004,0.000019065888,0.000008033993,0.000029709854,0.000006819647,0.00017202816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888194,0.000058531135,0.00026231067,0.0003532667,0.0001343004,0.00030964898],"domain_scores_gemma":[0.9995523,0.000033769607,0.00014013627,0.00017936398,6.478539e-7,0.000093770264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003553998,0.00014251388,0.00018350066,0.000047879144,0.000117868294,0.0000045426727,0.00017654088,0.00014939946,0.0018782301],"category_scores_gemma":[0.000007585923,0.00013027515,0.00004839848,0.00008543477,0.0003690366,0.00014729063,0.00023068664,0.00011194515,0.00017307678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006202637,0.00014837079,0.75642556,0.0000034765524,0.0000056247854,0.0000036223553,0.0004060108,0.000049664097,0.23450187,0.000006037237,0.000021346801,0.008366365],"study_design_scores_gemma":[0.00045842363,0.00022046492,0.97088796,0.0000071377603,0.000008251276,0.000009977199,0.0015030999,0.00012405083,0.025509028,0.00011759452,0.0009767419,0.00017726165],"about_ca_topic_score_codex":0.0008212344,"about_ca_topic_score_gemma":0.0032808515,"teacher_disagreement_score":0.21446238,"about_ca_system_score_codex":0.0004988599,"about_ca_system_score_gemma":0.000002199306,"threshold_uncertainty_score":0.99903417},"labels":[],"label_agreement":null},{"id":"W2076100847","doi":"10.1016/j.fishres.2008.10.010","title":"When trash fish is treasure: The case of Ghana in West Africa","year":2008,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Treasure; Fish <Actinopterygii>; Fishery; Fish stock; Business; Geography; Biology; Archaeology","score_opus":0.1110629893733628,"score_gpt":0.2755168083486557,"score_spread":0.16445381897529293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076100847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94995767,0.000022729846,0.0000026787152,0.0028560313,0.000021453105,0.00020290562,0.00004762785,0.0000063457323,0.046882555],"genre_scores_gemma":[0.99381727,0.00003473029,0.000069133566,0.00005332308,0.00001734358,0.000010562087,0.000001690181,0.0000042188344,0.0059917476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986745,0.00021890701,0.00015599174,0.00019642712,0.00044433126,0.00030981872],"domain_scores_gemma":[0.9994164,0.00016928939,0.000031103416,0.00029504448,0.000020518848,0.00006762515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008241552,0.00006892135,0.00012082674,0.000034272918,0.00031437725,0.00001814558,0.0003308091,0.000059498336,0.009053401],"category_scores_gemma":[0.00011379955,0.000046819216,0.000040290528,0.00039629123,0.00066408224,0.00013793273,0.00027006312,0.00021391647,0.00025768738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032280706,0.00011277123,0.4967639,0.000019493169,0.000007754933,0.00080480194,0.017894622,0.0000020901693,0.00011945829,0.000010104589,0.4816682,0.0025644922],"study_design_scores_gemma":[0.0007494564,0.0003910815,0.7150707,0.000028454693,0.000007679731,0.00050857896,0.014258249,0.0007786958,0.0013635479,0.00042905536,0.26613796,0.00027652766],"about_ca_topic_score_codex":0.024895407,"about_ca_topic_score_gemma":0.023115236,"teacher_disagreement_score":0.21830681,"about_ca_system_score_codex":0.000114604714,"about_ca_system_score_gemma":0.000023434875,"threshold_uncertainty_score":0.9947104},"labels":[],"label_agreement":null},{"id":"W2077994853","doi":"10.1016/j.scitotenv.2012.01.022","title":"Past and present mercury flux to a West African crater lake (Lake Bosomtwe/Bosumtwi, Ghana)","year":2012,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Kwame Nkrumah University of Science and Technology","keywords":"Mercury (programming language); Impact crater; Crater lake; Environmental science; Oceanography; Geology; Environmental protection; Geography; Astrobiology","score_opus":0.011400028772277821,"score_gpt":0.19146125500153563,"score_spread":0.1800612262292578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077994853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896623,0.00002701184,0.000035943507,0.0038840182,0.00019933074,0.0004576636,0.000037585112,0.000008876504,0.0056872517],"genre_scores_gemma":[0.9971498,0.0000039420033,0.00031508363,0.00007327875,0.00006488119,0.000012963579,8.1011893e-7,0.0000059377626,0.0023732686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804205,0.00008047358,0.00019488865,0.00031506704,0.0008677866,0.0004997334],"domain_scores_gemma":[0.99897534,0.00003357688,0.0001223313,0.00061471737,0.0000032342875,0.00025079164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010870966,0.00015987355,0.00015128424,0.00002488813,0.0005637568,0.000038608556,0.00078779395,0.000032259857,0.0025569594],"category_scores_gemma":[0.000019121971,0.00008501346,0.00006379514,0.00024840544,0.001626873,0.00029891517,0.0020002418,0.00010719846,0.00068964314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016204816,0.0020241346,0.49276507,0.00008861066,0.00016012143,0.000007911613,0.037381306,0.039087355,0.38295084,0.0009038457,0.024350049,0.020118702],"study_design_scores_gemma":[0.00017273343,0.00011590953,0.97883314,0.00001634463,0.000043257656,0.00001934898,0.001122193,0.0007440402,0.0076956134,0.00007691721,0.0109207835,0.00023970012],"about_ca_topic_score_codex":0.00019915069,"about_ca_topic_score_gemma":0.00008922613,"teacher_disagreement_score":0.4860681,"about_ca_system_score_codex":0.00013222765,"about_ca_system_score_gemma":0.000009545848,"threshold_uncertainty_score":0.99835485},"labels":[],"label_agreement":null},{"id":"W2080284481","doi":"10.1080/14634980301496","title":"Abundance, biomass and estimated production of planktonic ciliates in Lakes Victoria and Malawi","year":2003,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ciliate; Abundance (ecology); Plankton; Biomass (ecology); Ecology; Guild; Chlorophyll a; Biology; Environmental science; Habitat; Botany","score_opus":0.015330446081663859,"score_gpt":0.23599646825317394,"score_spread":0.22066602217151007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080284481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960887,0.00045055925,0.000115576964,0.00036547674,0.0002801599,0.0010418931,0.000008024622,0.000024935283,0.0016246894],"genre_scores_gemma":[0.9979004,0.00024183601,0.001578597,0.00003682906,0.000007395844,0.000025528403,0.0000053522126,0.000007021311,0.0001970378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838156,0.00017300158,0.0005036864,0.0003992202,0.00024547364,0.00029705698],"domain_scores_gemma":[0.99935573,0.00004425424,0.00027024338,0.00022277098,0.0000052513456,0.000101724756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012792486,0.00015262529,0.00031650258,0.000072536364,0.00012888644,0.000019485957,0.00008739321,0.000044336277,0.000080533275],"category_scores_gemma":[0.000030155226,0.00013633764,0.000017887929,0.00029462043,0.000053632994,0.00013495186,0.000090282374,0.000052702635,0.000059981605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020123874,0.00013793673,0.99014354,0.002386847,0.000042019437,0.000009691389,0.00083168125,0.00009003381,0.00015264211,0.0018839375,0.0011344915,0.003167065],"study_design_scores_gemma":[0.0026298326,0.00056081696,0.95783573,0.001573248,0.00008886257,0.000054300996,0.0033702727,0.016081885,0.00044173916,0.001965749,0.014691756,0.000705821],"about_ca_topic_score_codex":0.0013898679,"about_ca_topic_score_gemma":0.0076779607,"teacher_disagreement_score":0.032307815,"about_ca_system_score_codex":0.00023706314,"about_ca_system_score_gemma":0.000014240236,"threshold_uncertainty_score":0.5559687},"labels":[],"label_agreement":null},{"id":"W2082515417","doi":"10.5539/enrr.v3n2p28","title":"Eco-Histopathology of Nile Tilapia (Oreochromis niloticus) and African Catfish (Clarias gariepinus) from Industrially Contaminated Locations of Ologe Lagoon, South-western, Nigeria","year":2013,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clarias gariepinus; Oreochromis; Nile tilapia; Effluent; Catfish; Veterinary medicine; Histopathology; Animal science; Heavy metals; Contamination; Fish farming; Chemistry; Fishery; Fish <Actinopterygii>; Environmental chemistry; Biology; Aquaculture; Environmental science; Ecology; Environmental engineering; Medicine","score_opus":0.023080433317682204,"score_gpt":0.23554903970294136,"score_spread":0.21246860638525916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082515417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793404,0.00039595363,0.000011772971,0.0003868336,0.00004250071,0.00049183366,0.00007242421,0.000008645135,0.00065596617],"genre_scores_gemma":[0.9978741,0.000070769354,0.00016140976,0.00002113461,0.000029776096,0.00001538739,0.000034757213,0.0000089445075,0.0017837185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980179,0.00034444983,0.00036947933,0.00042550225,0.0004929579,0.00034973066],"domain_scores_gemma":[0.9990059,0.00031649237,0.00020025832,0.0002933074,0.000019691563,0.0001643454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067093404,0.00015906745,0.00033903125,0.00009289751,0.00022292881,0.000030615363,0.00029087893,0.00020717393,0.0025887885],"category_scores_gemma":[0.00013307226,0.00012993765,0.000040108243,0.00015311333,0.0013354885,0.00012731561,0.00061853044,0.00037087538,0.00013402248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011874829,0.00011781245,0.9276298,0.000022025459,0.00003368615,0.000009764446,0.0071244063,0.000008567841,0.06039213,0.000010426116,0.0019189542,0.0026136392],"study_design_scores_gemma":[0.0007327615,0.00029683203,0.987345,0.000018901737,0.000018542436,0.0000035492042,0.0023360262,0.00019500243,0.0026675698,0.00009468839,0.0061369757,0.00015418025],"about_ca_topic_score_codex":0.00543177,"about_ca_topic_score_gemma":0.0006478937,"teacher_disagreement_score":0.059715133,"about_ca_system_score_codex":0.000116392715,"about_ca_system_score_gemma":0.000011351951,"threshold_uncertainty_score":0.99832296},"labels":[],"label_agreement":null},{"id":"W2083607550","doi":"10.1080/14634980290031992","title":"The relationship between organic matter, invertebrates, and bacteria in the sediments of Lake Malawi","year":2002,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; European Commission","keywords":"Benthic zone; Invertebrate; Sediment; Organic matter; Environmental chemistry; Anoxic waters; Environmental science; Total organic carbon; Plankton; Dissolved organic carbon; Water column; Ecology; Oceanography; Geology; Chemistry; Biology; Paleontology","score_opus":0.036867145161228375,"score_gpt":0.2364138499464653,"score_spread":0.19954670478523692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083607550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98974115,0.00014795257,0.000088447516,0.005168229,0.00011478123,0.0013090953,0.000019172612,0.000012553696,0.0033986024],"genre_scores_gemma":[0.9985994,0.00007629171,0.00014294776,0.0005187884,0.000016703067,0.000030517727,0.000009536955,0.000007701033,0.00059807644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997957,0.0004580475,0.0006183894,0.00025957762,0.00037964515,0.00032734603],"domain_scores_gemma":[0.9987477,0.00041714753,0.00033318013,0.00042077166,0.0000031773243,0.00007802181],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019506706,0.0001417031,0.0002308228,0.000040798583,0.0003810077,0.000049043723,0.00038347804,0.000042235257,0.0008167011],"category_scores_gemma":[0.00002358211,0.00008816046,0.00003065607,0.0003157604,0.00005482555,0.00011941829,0.00021922565,0.00010762094,0.0013762795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018958108,0.00003777787,0.9874328,0.00023119341,0.000016555201,0.000002178553,0.0007746379,0.000001953416,0.0000010679673,0.00033590515,0.009797141,0.0013669202],"study_design_scores_gemma":[0.00041393502,0.0000638967,0.99039024,0.000118816824,0.00002328671,0.0000030615502,0.0010152829,0.0012586234,0.0000014957844,0.00046346016,0.006147069,0.0001008392],"about_ca_topic_score_codex":0.0006491486,"about_ca_topic_score_gemma":0.013212142,"teacher_disagreement_score":0.012562993,"about_ca_system_score_codex":0.0001644323,"about_ca_system_score_gemma":0.0000049989367,"threshold_uncertainty_score":0.9994013},"labels":[],"label_agreement":null},{"id":"W2083705363","doi":"10.1007/s10750-014-1961-y","title":"A colourful youth: ontogenetic colour change is habitat specific in the invasive Nile perch","year":2014,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Perch; Habitat; Biology; Ecology; Juvenile; Population; Ontogeny; Zoology; Fishery; Fish <Actinopterygii>","score_opus":0.051836753454474166,"score_gpt":0.20968328413846238,"score_spread":0.1578465306839882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083705363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343747,0.00004005354,0.000015141183,0.00053165096,0.000120811266,0.0004905071,0.00004531972,0.000018163932,0.0053009107],"genre_scores_gemma":[0.9981387,0.000033639157,0.00014308054,0.00143264,0.000055646495,0.000024984938,0.000019586148,0.0000045559764,0.00014715752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987981,0.00024378071,0.00016890292,0.0003311751,0.00014317148,0.0003149237],"domain_scores_gemma":[0.9994154,0.00015545294,0.000076864824,0.00029902297,0.0000054119255,0.00004785383],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006548901,0.00014127174,0.00017434063,0.000023500115,0.00014557425,0.000025841391,0.0004692912,0.00011777793,0.0013034093],"category_scores_gemma":[0.000045218614,0.000089900335,0.000059912963,0.00020350095,0.00017723507,0.00006194892,0.0002092903,0.00013657505,0.0030455478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001537189,0.000095857664,0.9730973,0.0000067009364,0.000005230153,0.0000094510115,0.010204463,0.000015954296,0.002586434,0.000028371789,0.013363252,0.00057161297],"study_design_scores_gemma":[0.00057623483,0.00049926556,0.9769684,0.000026624828,0.0000161943,0.000015669417,0.0038263977,0.00048224197,0.00060687243,0.00020090895,0.016462537,0.00031867082],"about_ca_topic_score_codex":0.0021791172,"about_ca_topic_score_gemma":0.009066714,"teacher_disagreement_score":0.006887597,"about_ca_system_score_codex":0.00012973149,"about_ca_system_score_gemma":0.000005453032,"threshold_uncertainty_score":0.99960953},"labels":[],"label_agreement":null},{"id":"W2086413247","doi":"10.1139/f04-041","title":"Quantitative reconstruction of past salinity variations in African lakes: assessment of chironomid-based inference models (Insecta: Diptera) in space and time","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Fonds Wetenschappelijk Onderzoek; Vlaamse regering; University of Minnesota; National Science Foundation","keywords":"Chironomidae; Diatom; Paleolimnology; Midge; Environmental science; Ecology; Replicate; Salinity; Hydrology (agriculture); Biology; Geology; Larva; Statistics; Mathematics","score_opus":0.02635472696334178,"score_gpt":0.2284386757514832,"score_spread":0.2020839487881414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086413247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627024,0.000025560006,0.0017562339,0.00064554956,0.000037968315,0.000076218086,0.000010737494,5.476834e-7,0.0011769487],"genre_scores_gemma":[0.99011886,0.000009982142,0.00984893,0.000013229084,0.000003438963,6.2098945e-7,3.3120494e-7,0.000001027062,0.0000035974272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992835,0.00005759199,0.00030530806,0.0001044943,0.0001325582,0.00011654438],"domain_scores_gemma":[0.99942774,0.00012134153,0.00028436832,0.00004352226,0.000011401837,0.000111644906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006418626,0.000062053805,0.00019344961,0.0001396062,0.000090568356,0.000029408267,0.00010320189,0.000027625098,0.000071211885],"category_scores_gemma":[0.00008916192,0.00005142865,0.000019085983,0.00029313305,0.0006793723,0.00039602118,0.000012835505,0.000065191285,3.3228528e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006074229,0.000019044637,0.9903317,0.000009893797,0.0000036763035,0.000002810812,0.00209402,0.005128621,0.00024221836,0.001359696,0.0000041561757,0.00079808227],"study_design_scores_gemma":[0.0005653573,0.00060072704,0.9094346,0.00021329695,0.000011540682,0.000009124196,0.00409893,0.075671606,0.00006960428,0.009205393,0.0000085254,0.000111293266],"about_ca_topic_score_codex":0.0523911,"about_ca_topic_score_gemma":0.15424362,"teacher_disagreement_score":0.10185252,"about_ca_system_score_codex":0.00011845244,"about_ca_system_score_gemma":0.00037485705,"threshold_uncertainty_score":0.9539191},"labels":[],"label_agreement":null},{"id":"W2087457798","doi":"10.1093/plankt/25.4.385","title":"PCO2 method for measuring photosynthesis and respiration in freshwater lakes","year":2003,"lang":"en","type":"article","venue":"Journal of Plankton Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Alkalinity; Photosynthesis; Environmental chemistry; Total inorganic carbon; Respiration; Dissolved organic carbon; Chemistry; Botany; Ecology; Environmental science; Carbon dioxide; Biology","score_opus":0.10229092495348528,"score_gpt":0.334504578672736,"score_spread":0.23221365371925068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087457798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967838,0.000047061127,0.0014226428,0.00023468566,0.00003400683,0.00015619508,0.000008076669,0.0000012891801,0.0013122209],"genre_scores_gemma":[0.9833117,0.000024027277,0.016359724,0.000024352974,0.000027794451,0.0000031265843,3.390414e-7,0.0000036815084,0.0002452597],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873966,0.00035041748,0.00020270041,0.00010062262,0.0004250414,0.00018157273],"domain_scores_gemma":[0.99940586,0.0003585472,0.00007354834,0.00006162209,0.00003261677,0.00006781094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066946754,0.000045319444,0.000120063334,0.0001131146,0.00010738727,0.00003410406,0.00010103791,0.000047349302,0.0003978929],"category_scores_gemma":[0.0005116631,0.000032890304,0.000029108225,0.00011520248,0.000039560284,0.00014709425,0.000033709093,0.00016327112,0.000014761789],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000528823,0.00020399662,0.67666173,0.00010882474,0.000042892614,0.00010212459,0.0020620218,0.00043447228,0.29420915,0.00032105303,0.013274692,0.012050225],"study_design_scores_gemma":[0.004333253,0.00177012,0.12421477,0.00036811497,0.00004313189,0.00026158075,0.00275642,0.012475918,0.4389065,0.007884629,0.4064637,0.00052187487],"about_ca_topic_score_codex":0.00031407236,"about_ca_topic_score_gemma":0.002528574,"teacher_disagreement_score":0.55244696,"about_ca_system_score_codex":0.00011062164,"about_ca_system_score_gemma":0.000017908578,"threshold_uncertainty_score":0.43566483},"labels":[],"label_agreement":null},{"id":"W2090971693","doi":"10.1007/s11274-008-9793-4","title":"Significance and suitability of Aeromonas hydrophila vs. fecal coliforms in assessing microbiological water quality","year":2008,"lang":"en","type":"article","venue":"World Journal of Microbiology and Biotechnology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Fecal coliform; Aeromonas hydrophila; Water quality; Tributary; Feces; Aeromonas; Watershed; Biology; Veterinary medicine; Environmental science; Abundance (ecology); Coliform bacteria; Microbiology; Ecology; Fishery; Bacteria; Medicine; Geography; Fish <Actinopterygii>","score_opus":0.016935695594265658,"score_gpt":0.22880495407729703,"score_spread":0.21186925848303137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090971693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786496,0.00023828934,0.000046457182,0.0015996875,0.0000688145,0.00010443531,0.000012561669,0.0000071147892,0.000057683174],"genre_scores_gemma":[0.99880016,0.00018566988,0.0008604804,0.00010477305,0.000010687867,5.293755e-7,0.0000026768403,0.0000024070162,0.00003260989],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986905,0.00018942711,0.0005734818,0.00024205109,0.000040289146,0.0002642718],"domain_scores_gemma":[0.99942666,0.00010511767,0.00028749995,0.00011753595,0.000015489752,0.00004767349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912879,0.00013259525,0.0004950475,0.00011258265,0.000112668386,0.000004109765,0.00019624314,0.0003428064,0.00013410005],"category_scores_gemma":[0.00005078484,0.00007986104,0.000057182613,0.00014448316,0.0019101255,0.00009219118,0.00028316383,0.00039649158,0.00000783366],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007786147,0.00007647429,0.397608,0.000010102097,0.000009236844,0.000027542763,0.000073222014,0.0000020274363,0.60158724,0.00002665742,0.000072627205,0.00042902023],"study_design_scores_gemma":[0.001341844,0.00060378615,0.57608473,0.000043265947,0.000020070765,0.0020612145,0.00020329354,0.000010711789,0.41412577,0.00057949015,0.004661366,0.00026445545],"about_ca_topic_score_codex":0.00016146824,"about_ca_topic_score_gemma":0.0005476611,"teacher_disagreement_score":0.18746144,"about_ca_system_score_codex":0.00006943418,"about_ca_system_score_gemma":0.000013832229,"threshold_uncertainty_score":0.7037937},"labels":[],"label_agreement":null},{"id":"W2094779119","doi":"10.1111/j.1365-2427.2009.02374.x","title":"Multiple stressors cause rapid ecosystem change in Lake Victoria","year":2010,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":351,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Eutrophication; Environmental science; Climate change; Trophic level; Deposition (geology); Ecology; Limnology; Productivity; Ecosystem; Environmental change; Lake ecosystem; Global change; Global warming; Trophic cascade; Population; Fishing; Oceanography; Fishery; Geography; Nutrient; Food web; Sediment; Biology; Geology","score_opus":0.02092766818737083,"score_gpt":0.2263656995492239,"score_spread":0.20543803136185307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094779119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970207,0.000009484454,0.0000071883696,0.00019948864,0.0012078144,0.00026605153,0.0005795463,0.000034608798,0.00067510246],"genre_scores_gemma":[0.9991502,0.000006773942,0.00031401985,0.00011023363,0.00018666143,0.000026753558,0.00008596162,0.0000063931557,0.00011297337],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989938,0.00008592821,0.00019120725,0.00031645488,0.00007436588,0.00033822533],"domain_scores_gemma":[0.99954593,0.000041435902,0.0000657653,0.0002569006,0.0000049144783,0.000085075],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002520417,0.0001309575,0.00018155084,0.00004283719,0.00006852972,0.000011311269,0.00026170543,0.00020191204,0.008056205],"category_scores_gemma":[0.000026076728,0.00009721061,0.00003891353,0.0000910378,0.00007775212,0.00009880794,0.00023528431,0.00017666435,0.0018099317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010516503,0.000038047936,0.9838937,0.0000055486016,0.000006231535,0.000014559507,0.00050326495,0.0000013360604,0.01371514,0.000030681156,0.0011069934,0.0006739916],"study_design_scores_gemma":[0.00079593697,0.00010306541,0.35726225,0.000009370209,0.0000074099166,0.000010060609,0.000051665495,0.0015939156,0.003497363,0.0000847585,0.63631153,0.00027265385],"about_ca_topic_score_codex":0.0033305637,"about_ca_topic_score_gemma":0.7716578,"teacher_disagreement_score":0.7683273,"about_ca_system_score_codex":0.00003922437,"about_ca_system_score_gemma":0.0000032383998,"threshold_uncertainty_score":0.9989673},"labels":[],"label_agreement":null},{"id":"W2096357824","doi":"10.1111/j.1440-1770.2006.00307.x","title":"African lake management initiatives: The global connection","year":2006,"lang":"en","type":"article","venue":"Lakes & Reservoirs Science Policy and Management for Sustainable Use","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Global Environment Facility","keywords":"Biogeochemical cycle; Environmental science; Climate change; Riparian zone; Surface runoff; Environmental protection; Ecology","score_opus":0.010732128621885042,"score_gpt":0.23948657896648076,"score_spread":0.2287544503445957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096357824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54584455,0.000033453696,0.0038550915,0.004754374,0.000104716644,0.0030595218,0.00006179227,0.000113876486,0.44217265],"genre_scores_gemma":[0.9807175,0.0000706053,0.0008346044,0.00042599914,0.00005513899,0.000120350654,0.000009116921,0.000005624393,0.01776111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998003,0.00004221453,0.00020150653,0.000496236,0.00047641867,0.0007806279],"domain_scores_gemma":[0.99931985,0.000059064783,0.00011207779,0.00035951345,0.000041640644,0.00010782564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009587461,0.00016916591,0.00012525906,0.00011397847,0.0016444497,0.00045185786,0.0005726349,0.000032359934,0.000060845887],"category_scores_gemma":[0.00007270982,0.00012153159,0.000054975015,0.0013942878,0.000921983,0.0013471693,0.0010093582,0.000047346635,0.000023991503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005909566,0.00010687084,0.028328026,0.00019601932,0.000027431106,0.000042132855,0.0003622128,0.0012779245,0.0000055513033,0.9583175,0.010165867,0.0011113349],"study_design_scores_gemma":[0.0008722393,0.00015636023,0.1877409,0.000022970984,0.000074695956,0.0000058452824,0.02024861,0.0025001885,0.00003298836,0.056164194,0.7318241,0.00035690985],"about_ca_topic_score_codex":0.007231701,"about_ca_topic_score_gemma":0.006888176,"teacher_disagreement_score":0.9021533,"about_ca_system_score_codex":0.0004975306,"about_ca_system_score_gemma":0.00001991997,"threshold_uncertainty_score":0.99965525},"labels":[],"label_agreement":null},{"id":"W2097356512","doi":"10.17352/2455-8400.0000001","title":"Impacts of Furrow Irrigation on Shesher and Welala Natural Reservoirs of Lake Tana Sub Basin, Ethiopia","year":2014,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Wet season; Structural basin; Irrigation; Altitude (triangle); Inflow; Flood myth; Floodplain; Environmental science; Surface irrigation; Drainage basin; Geology; Physical geography; Geography; Geomorphology; Ecology; Biology; Archaeology; Mathematics","score_opus":0.0071302484748995915,"score_gpt":0.22282049731707843,"score_spread":0.21569024884217883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097356512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960978,0.000029947882,0.00005343917,0.00165812,0.00029042244,0.00004524016,0.000025369362,0.000002217334,0.0017974495],"genre_scores_gemma":[0.9991143,0.000018840503,0.00050818664,0.0001487597,0.00008790764,1.2891682e-7,0.000006322824,0.0000030822116,0.00011250458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881816,0.00006307752,0.00031395664,0.00009162155,0.0006351595,0.00007802482],"domain_scores_gemma":[0.9991585,0.00006448621,0.0005149312,0.000067997484,0.00013071061,0.00006339033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043677032,0.00008390329,0.00016558112,0.000048606824,0.000029415358,0.000017009756,0.00025580998,0.00007685419,0.00027479287],"category_scores_gemma":[0.00017510718,0.000056272318,0.00008389814,0.00006575413,0.00009254352,0.00024493056,0.00006547925,0.00018437575,0.00001369859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006106409,0.00027145277,0.81325996,0.000057562273,0.00028793543,0.000029588819,0.003071574,0.00048994255,0.14608037,0.0017698576,0.028932486,0.005138643],"study_design_scores_gemma":[0.0012580486,0.00045558397,0.9505223,0.00031152988,0.000041132156,0.00008792754,0.00036248876,0.00050020305,0.034048513,0.0012489962,0.011010948,0.00015233805],"about_ca_topic_score_codex":0.0001665962,"about_ca_topic_score_gemma":0.0010569843,"teacher_disagreement_score":0.13726234,"about_ca_system_score_codex":0.00006330568,"about_ca_system_score_gemma":0.000009467972,"threshold_uncertainty_score":0.3008789},"labels":[],"label_agreement":null},{"id":"W2097830937","doi":"10.5539/enrr.v3n2p10","title":"Availability and Nutritional Values of Selected Non Vertebrate Wildlife Species in Niger Delta, Nigeria","year":2013,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biology; Oyster; Weevil; Callinectes; Fishery; Dry season; Wet season; Ostrea edulis; Ecology; Botany; Crustacean","score_opus":0.016578322408177238,"score_gpt":0.2330913758015842,"score_spread":0.21651305339340696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097830937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982425,0.00037142803,0.0000016515131,0.00038678385,0.00001354687,0.0003886825,0.000011302555,0.0000049059768,0.0005792236],"genre_scores_gemma":[0.99740696,0.000357833,0.00019967077,0.000028182074,0.000021356898,0.000012550958,0.000010325919,0.000004428498,0.001958674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983302,0.00019965749,0.0002118809,0.00033722923,0.00060741697,0.00031363437],"domain_scores_gemma":[0.9995032,0.0001878401,0.000045113236,0.00014094028,0.000011584706,0.00011130448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067871984,0.00011210447,0.00017684295,0.00007449944,0.00018173139,0.000038625705,0.00014649115,0.000080842794,0.0030763329],"category_scores_gemma":[0.00007633697,0.00008781722,0.000023359311,0.00019927467,0.0007248324,0.00020134928,0.00039446267,0.00027033789,0.00019803525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004304615,0.00007511391,0.97534865,0.00002258492,0.000006863817,0.0000021000935,0.0007002247,0.0000054694947,0.019642849,0.0000021954015,0.0031254722,0.0010254019],"study_design_scores_gemma":[0.00037941904,0.00010991783,0.9924122,0.000018516472,0.0000019172583,0.0000014968849,0.00050901546,0.0014847213,0.0012946124,0.00021039577,0.0034726209,0.00010513363],"about_ca_topic_score_codex":0.0011045154,"about_ca_topic_score_gemma":0.00017755805,"teacher_disagreement_score":0.018348236,"about_ca_system_score_codex":0.00012307982,"about_ca_system_score_gemma":0.0000047520366,"threshold_uncertainty_score":0.997835},"labels":[],"label_agreement":null},{"id":"W2100884555","doi":"10.1016/j.chemosphere.2015.10.061","title":"Historical deposition of persistent organic pollutants in Lake Victoria and two alpine equatorial lakes from East Africa: Insights into atmospheric deposition from sedimentation profiles","year":2015,"lang":"en","type":"article","venue":"Chemosphere","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Royal Geographical Society; Royal Society; Styrelsen för Internationellt Utvecklingssamarbete; United States Agency for International Development","keywords":"Deposition (geology); Sedimentation; Pollutant; Environmental science; Acid deposition; Environmental chemistry; Oceanography; Sediment; Geology; Ecology; Geomorphology; Chemistry; Soil science; Biology; Soil water","score_opus":0.014565103819128542,"score_gpt":0.19420384319309306,"score_spread":0.17963873937396452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100884555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975277,0.0006927812,0.0005499615,0.000078086196,0.00046633018,0.00024002412,0.00003252818,0.000025276784,0.00038730973],"genre_scores_gemma":[0.993806,0.000010451617,0.005865278,0.000014527835,0.00017894818,0.0000072634143,0.000060385893,0.000010012135,0.00004710581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873406,0.00007126384,0.00031100074,0.00035514886,0.000374138,0.00015436746],"domain_scores_gemma":[0.99947095,0.000029494846,0.00018531419,0.00014774308,0.000022591948,0.0001438954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008889193,0.00016261791,0.00025417286,0.0000043936116,0.000083261235,0.000022437804,0.00011852527,0.00012014177,0.0005589477],"category_scores_gemma":[0.000024428922,0.00014897482,0.00005581949,0.00023172743,0.00005948216,0.00027876603,0.00012436572,0.000088008164,0.00005575047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006191843,0.00069768593,0.62538004,0.000053386353,0.0001470876,0.000043216358,0.0262638,0.0002538086,0.33601123,0.000021196167,0.0028096032,0.0076997513],"study_design_scores_gemma":[0.0397931,0.0035037582,0.54923695,0.0011217683,0.0016803017,0.000034457746,0.038988594,0.10315072,0.23460235,0.008259128,0.015085342,0.004543524],"about_ca_topic_score_codex":0.007105914,"about_ca_topic_score_gemma":0.012874146,"teacher_disagreement_score":0.10289691,"about_ca_system_score_codex":0.0009330262,"about_ca_system_score_gemma":0.000026394493,"threshold_uncertainty_score":0.9995059},"labels":[],"label_agreement":null},{"id":"W2102459867","doi":"10.1007/s10641-005-3190-8","title":"Trophic Niche Segregation in the Nilotic Ichthyofauna of Lake Albert (Uganda, Africa)","year":2005,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McMaster University; University of Waterloo","funders":"","keywords":"Lates; Oreochromis; Nile tilapia; Fishery; Trophic level; Zooplankton; Ecology; Biology; Perch; Freshwater fish; Eutrophication; Food web; Fish <Actinopterygii>; Nutrient","score_opus":0.011055725551908388,"score_gpt":0.18841979610819165,"score_spread":0.17736407055628325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102459867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560803,0.00009991305,0.000011866897,0.0006902078,0.000031462245,0.00017594449,0.000044552733,0.000003919036,0.0033340724],"genre_scores_gemma":[0.9992489,0.00004250512,0.00032866775,0.000095253665,0.00001562993,0.000004830043,0.000023114906,0.0000033559515,0.00023769903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910134,0.00012289027,0.0002623174,0.00019700218,0.00014954443,0.00016687905],"domain_scores_gemma":[0.99952185,0.000100172496,0.00015182562,0.0001994859,7.047446e-7,0.000025944346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030548597,0.00010619531,0.00017733012,0.000024480918,0.00005226552,0.000002519052,0.0002790087,0.00009342721,0.0018046772],"category_scores_gemma":[0.000017457518,0.00007320564,0.00006174766,0.000082593964,0.0004601184,0.000091348076,0.000116530544,0.00008979274,0.00021169553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018834382,0.00020150172,0.9722481,0.0000049918267,0.000011003275,0.0000011327576,0.0011329486,0.00008961644,0.02158912,0.000026931353,0.000870747,0.0038050944],"study_design_scores_gemma":[0.00043288566,0.00024003373,0.9798952,0.000008012058,0.00002073797,0.0000066638186,0.00045474604,0.00023539612,0.005666535,0.0002851394,0.0126355905,0.000119083896],"about_ca_topic_score_codex":0.00016577153,"about_ca_topic_score_gemma":0.0011008929,"teacher_disagreement_score":0.015922587,"about_ca_system_score_codex":0.000059193055,"about_ca_system_score_gemma":0.0000024472693,"threshold_uncertainty_score":0.99910784},"labels":[],"label_agreement":null},{"id":"W21035937","doi":"10.1016/j.anplas.2010.09.015","title":"Grandeur et misère des Algonquins du Grand Lac Victoria","year":2005,"lang":"en","type":"article","venue":"Histoire Québec","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.007534189645304517,"score_gpt":0.17972664056135443,"score_spread":0.1721924509160499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W21035937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548606,0.00031808496,0.000390597,0.0032143558,0.00027353445,0.00014102628,0.000015690082,0.00009027886,0.040695798],"genre_scores_gemma":[0.9876796,0.000021749553,0.00072467467,0.0004584938,0.00010178289,0.000004030807,0.0000055564637,0.000008789573,0.010995304],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991684,0.00004291855,0.00014899355,0.00023390258,0.0002030005,0.00020281825],"domain_scores_gemma":[0.99959797,0.000031005377,0.000061667626,0.00018618745,0.000007342596,0.000115823146],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017361411,0.00012729404,0.00013836098,0.000016564865,0.00047915988,0.000018888853,0.00018476184,0.000058106016,0.0034318466],"category_scores_gemma":[0.000023883105,0.000107495434,0.00007306026,0.00008416242,0.00028555794,0.00019387912,0.00009566383,0.00007811332,0.0024471018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005502043,0.00025926673,0.64396244,0.000025335457,0.000022331269,0.000031184627,0.009241877,0.00011721185,0.0019165938,0.00018765623,0.30722427,0.03695683],"study_design_scores_gemma":[0.00045357537,0.00004307193,0.06150179,0.000009605983,0.000016895166,0.000012938891,0.00009771039,0.00024113704,0.00008546491,0.000043468026,0.93731993,0.00017440345],"about_ca_topic_score_codex":0.08973403,"about_ca_topic_score_gemma":0.4915685,"teacher_disagreement_score":0.63009566,"about_ca_system_score_codex":0.0006084668,"about_ca_system_score_gemma":0.000028371469,"threshold_uncertainty_score":0.9983296},"labels":[],"label_agreement":null},{"id":"W2105276460","doi":"10.1111/aje.12048","title":"Diet and feeding habits of the small catfish,<i><scp>C</scp>larias liocephalus</i>in wetlands of<scp>W</scp>estern<scp>U</scp>ganda","year":2012,"lang":"en","type":"article","venue":"African Journal of Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Mbarara University of Science and Technology","keywords":"Catfish; Wetland; Generalist and specialist species; Ecology; Fishery; Biology; Predation; Fishing; Geography; Fish <Actinopterygii>; Habitat","score_opus":0.01567328160955405,"score_gpt":0.19929040801689882,"score_spread":0.18361712640734476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105276460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99057454,0.00032485725,0.000042668562,0.0001805914,0.0007340683,0.0002306652,0.000028380837,0.0000064084265,0.007877807],"genre_scores_gemma":[0.99849564,0.00011158694,0.00037167285,0.00014010102,0.000175053,0.000002879443,0.0000015031329,0.000015983447,0.0006856102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975082,0.00030192515,0.00083322736,0.0002650342,0.00040558894,0.0006860143],"domain_scores_gemma":[0.9963288,0.0017423411,0.001282353,0.00026542833,0.00006304324,0.000318058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017867963,0.0002630952,0.0007161613,0.00015887515,0.0001791132,0.000025462241,0.00068412744,0.00023399344,0.000055256773],"category_scores_gemma":[0.001445368,0.00018835433,0.00019844623,0.0004319819,0.00045352252,0.000347132,0.0005667858,0.00044037544,0.000029392717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000821703,0.00022177731,0.9832432,0.000035251534,0.00007686744,0.000021231448,0.0066132722,0.000050458973,0.0030733598,0.000053629225,0.006483458,0.00011923073],"study_design_scores_gemma":[0.0011500102,0.00090457016,0.9767716,0.00006604461,0.00013257634,0.00021340941,0.008171607,0.00007724641,0.002401198,0.0002011457,0.009864474,0.000046117428],"about_ca_topic_score_codex":0.00029742473,"about_ca_topic_score_gemma":0.0015349564,"teacher_disagreement_score":0.007921057,"about_ca_system_score_codex":0.0001833972,"about_ca_system_score_gemma":0.00006227558,"threshold_uncertainty_score":0.7680867},"labels":[],"label_agreement":null},{"id":"W2105783415","doi":"10.1051/limn/2004024","title":"Testing physiologically-based resource allocation rules in laboratory experiments with Daphnia magna Straus.","year":2004,"lang":"en","type":"article","venue":"Annales de Limnologie - International Journal of Limnology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Biology; Daphnia magna; Daphnia; Moulting; Branchiopoda; Juvenile; Ecology; Population; Zoology; Cladocera; Toxicology; Larva; Zooplankton; Demography; Toxicity","score_opus":0.03850572617860515,"score_gpt":0.2660534928361794,"score_spread":0.22754776665757426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105783415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960742,0.00010871108,0.0009093366,0.0020867172,0.00010410865,0.00008202392,0.000011318789,0.00002293917,0.0006006251],"genre_scores_gemma":[0.9854647,0.00002534463,0.013728057,0.00068039994,0.00007063447,0.0000039140377,0.000009314631,0.000006703191,0.000010938144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986626,0.00011874703,0.0003960165,0.00021585349,0.00034040684,0.00026636606],"domain_scores_gemma":[0.9992107,0.00013813903,0.00034220974,0.00012692777,0.00011083845,0.00007115507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780735,0.00014626987,0.00021324542,0.00013947787,0.000054893713,0.00002745771,0.00065095286,0.00014612645,0.00013486689],"category_scores_gemma":[0.00023019723,0.000111238456,0.000051755247,0.00017081175,0.0002631414,0.0002265236,0.00014267463,0.0002815794,0.000077820034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088261,0.0010434072,0.8317093,0.000013344269,0.00016456693,0.0012993505,0.0006678278,0.03220839,0.12250505,0.0006657741,0.00059224345,0.008248119],"study_design_scores_gemma":[0.0030160856,0.0020114079,0.9689006,0.00020441251,0.000026198635,0.0003186051,0.0011999166,0.0004296697,0.01932402,0.0022029013,0.0020279593,0.0003382023],"about_ca_topic_score_codex":0.00014796539,"about_ca_topic_score_gemma":0.00009793095,"teacher_disagreement_score":0.13719131,"about_ca_system_score_codex":0.00045284771,"about_ca_system_score_gemma":0.00011021006,"threshold_uncertainty_score":0.45361724},"labels":[],"label_agreement":null},{"id":"W2108152976","doi":"10.1111/fwb.12205","title":"Strong spatial differentiation of <scp>N</scp> and <scp>P</scp> deficiency, primary productivity and community composition between <scp>N</scp>yanza <scp>G</scp>ulf and <scp>L</scp>ake <scp>V</scp>ictoria (<scp>K</scp>enya, <scp>E</scp>ast <scp>A</scp>frica) and the implications for nutrient management","year":2013,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of the Republic of Kenya","keywords":"Phytoplankton; Photic zone; Cyanobacteria; Productivity; Nutrient; Plankton; Biomass (ecology); Primary producers; Oceanography; Ecology; Prochlorococcus; Environmental science; Algal bloom; Algae; Biology; Synechococcus; Bacteria; Geology","score_opus":0.016333825168446697,"score_gpt":0.21556996188582336,"score_spread":0.19923613671737667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108152976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96245027,0.0027463303,0.009098262,0.00036500633,0.0017819423,0.010007552,0.005432115,0.0005897714,0.0075287567],"genre_scores_gemma":[0.9804261,0.0018445334,0.0032982957,0.0004976869,0.0013558636,0.0015139228,0.0046897545,0.00037110047,0.0060027796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9798783,0.00400943,0.0039701033,0.004939186,0.0022237361,0.004979231],"domain_scores_gemma":[0.9656702,0.023605093,0.0040366068,0.0038693303,0.00083843997,0.0019803133],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0057382295,0.0033888933,0.0041338066,0.0012968116,0.005271631,0.0013756172,0.0035699534,0.0023658297,0.000027871465],"category_scores_gemma":[0.0076041133,0.0029118941,0.0009909659,0.0020384304,0.005120113,0.002403501,0.0059854016,0.0031017193,0.00034618127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003430127,0.004129714,0.74574417,0.0022991153,0.0021696591,0.00003905924,0.031424917,0.00025908562,0.049018458,0.0030094907,0.15954328,0.0023287702],"study_design_scores_gemma":[0.011517828,0.0035162854,0.73901373,0.00052842713,0.0025581429,0.00026912655,0.027790952,0.0030557343,0.020420495,0.008813819,0.18210202,0.0004134496],"about_ca_topic_score_codex":0.006674913,"about_ca_topic_score_gemma":0.0048984513,"teacher_disagreement_score":0.02859796,"about_ca_system_score_codex":0.0012354127,"about_ca_system_score_gemma":0.000262831,"threshold_uncertainty_score":0.99993974},"labels":[],"label_agreement":null},{"id":"W2108560755","doi":"10.1242/jeb.051284","title":"The underwater photic environment of Cape Maclear, Lake Malawi: comparison between rock- and sand-bottom habitats and implications for cichlid fish vision","year":2011,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Cichlid; Radiance; Habitat; Photic zone; Waves and shallow water; Ecology; Underwater; Irradiance; Environmental science; Geology; Oceanography; Biology; Fishery; Remote sensing; Fish <Actinopterygii>; Physics; Phytoplankton","score_opus":0.03950381081590548,"score_gpt":0.2777963600945123,"score_spread":0.23829254927860682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108560755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840575,0.00037401414,0.0004188312,0.00035834312,0.000050159142,0.00016480764,0.000033640932,0.0000018041296,0.00019265612],"genre_scores_gemma":[0.9980588,0.000081512546,0.0017579355,0.000051344992,0.000019023784,0.0000026752468,0.00000447558,0.000003620903,0.000020598754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932736,0.00005098639,0.00030396998,0.00012237548,0.00006263209,0.00013269555],"domain_scores_gemma":[0.99946916,0.00009742989,0.0002652527,0.00008888177,0.0000047199524,0.0000745818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022477384,0.00008345565,0.00019295794,0.000017344475,0.00017201497,0.000009408244,0.00012602647,0.000060713992,0.00016369006],"category_scores_gemma":[0.000005616659,0.000052119067,0.000047228834,0.000019095009,0.00020311514,0.00007099273,0.00014323642,0.00006639469,0.000006753941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099632445,0.00012463793,0.8507318,0.0000046758855,0.00004729367,5.5331014e-7,0.0009052607,0.0000013458691,0.14502619,0.000048774215,0.0012035276,0.001806323],"study_design_scores_gemma":[0.0012335663,0.002471768,0.8821242,0.000018772636,0.000068531575,0.00005172848,0.0018446938,0.00016279487,0.10344128,0.0007797293,0.0076344293,0.00016853535],"about_ca_topic_score_codex":0.000041688396,"about_ca_topic_score_gemma":0.00003811677,"teacher_disagreement_score":0.041584913,"about_ca_system_score_codex":0.000040005743,"about_ca_system_score_gemma":0.0000032837465,"threshold_uncertainty_score":0.21253538},"labels":[],"label_agreement":null},{"id":"W2108748981","doi":"10.1016/j.jglr.2009.06.002","title":"Balancing nutrient inputs to Lake Kivu","year":2009,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nutrient; Upwelling; Environmental science; Nitrate; Deposition (geology); Hydrology (agriculture); Ammonium; Phosphorus; Dissolved silica; Eutrophication; Environmental chemistry; Nitrogen; Rainwater harvesting; Oceanography; Ecology; Chemistry; Geology; Sediment; Biology","score_opus":0.039790179617357924,"score_gpt":0.30617035484617533,"score_spread":0.2663801752288174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108748981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98393905,0.0000317157,0.0003230265,0.0035299077,0.000098096934,0.0001388704,0.000006160094,0.000005272967,0.011927871],"genre_scores_gemma":[0.99721557,0.000023408566,0.0006486578,0.00025682806,0.00015056858,4.6403085e-7,4.843527e-7,0.0000030100975,0.0017009854],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980078,0.00012309573,0.00025962954,0.00013764469,0.0011229697,0.0003488811],"domain_scores_gemma":[0.99930143,0.0000707486,0.00008221599,0.0001587699,0.00007873176,0.0003080828],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018324772,0.000074833406,0.000172261,0.00012807026,0.00019495076,0.000056450783,0.00037978936,0.000050026054,0.0016530117],"category_scores_gemma":[0.00017841766,0.000053544907,0.000073023,0.00043926729,0.000058580983,0.00018857652,0.00014153362,0.00030339856,0.0007822916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043275338,0.00049043563,0.5940629,0.00002707387,0.00004498048,0.0009801557,0.0029262234,0.00052929885,0.039169956,0.00020789282,0.31905377,0.04207452],"study_design_scores_gemma":[0.0012126325,0.0030418523,0.46070376,0.00022801674,0.000017489245,0.0002850592,0.00041976263,0.00037038006,0.007167886,0.0012837544,0.52496564,0.00030374102],"about_ca_topic_score_codex":0.00004589876,"about_ca_topic_score_gemma":0.00041519155,"teacher_disagreement_score":0.20591189,"about_ca_system_score_codex":0.00024695625,"about_ca_system_score_gemma":0.000026459475,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W2109499500","doi":"10.1016/s0380-1330(03)70550-4","title":"Seasonal and Spatial Patterns of Experimental Trawl Catches in the Southwest Arm of Lake Malawi","year":2003,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cichlid; Demersal zone; Fishery; Catch per unit effort; Biomass (ecology); Waves and shallow water; Biology; Bycatch; Oceanography; Ecology; Geography; Pelagic zone; Fish <Actinopterygii>; Geology","score_opus":0.052740196345536096,"score_gpt":0.2978814280719646,"score_spread":0.24514123172642852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109499500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815154,0.00009179473,0.00001999619,0.00011944257,0.000030302772,0.00010262105,0.000029564928,4.966372e-7,0.0014542458],"genre_scores_gemma":[0.99979156,0.00002734855,0.00006159726,0.000007860219,0.000027662849,9.330091e-7,6.891979e-7,0.000002627391,0.00007972533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983975,0.00029789592,0.00026101785,0.00009175697,0.0007773637,0.00017443747],"domain_scores_gemma":[0.99953395,0.00014396202,0.00012853884,0.000099294884,0.000028327995,0.000065925866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001663049,0.00006388102,0.00017249987,0.000057751717,0.00006485393,0.000015410074,0.00022613256,0.000042014995,0.0011369806],"category_scores_gemma":[0.000055584598,0.00003919911,0.00005653932,0.00011742353,0.00023731387,0.00009358842,0.000065116255,0.00020550957,0.0000064003707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059286976,0.00020690692,0.99133986,0.0000164734,0.000010400197,0.000036679754,0.0024474736,0.0000070097153,0.0051655336,0.000029103858,0.00015287193,0.00052837346],"study_design_scores_gemma":[0.00084907754,0.0007823347,0.9710752,0.000068219146,0.000008863796,0.00010648891,0.009893181,0.000071437185,0.016101902,0.00006277971,0.00091172557,0.000068794674],"about_ca_topic_score_codex":0.0015568258,"about_ca_topic_score_gemma":0.008719395,"teacher_disagreement_score":0.020264693,"about_ca_system_score_codex":0.00004866916,"about_ca_system_score_gemma":0.000027165112,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W2109682457","doi":"10.1111/j.1095-8649.2009.02421.x","title":"Specialized morphology for a generalist diet: evidence for Liem's Paradox in a cichlid fish","year":2009,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cichlid; Biology; Generalist and specialist species; Predation; Abundance (ecology); Trophic level; Ecology; Fish <Actinopterygii>; Zoology; Fishery; Habitat","score_opus":0.06337407155323026,"score_gpt":0.3044369748514132,"score_spread":0.24106290329818292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109682457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984521,0.000071444425,0.0027751955,0.011590562,0.0004053969,0.00038110733,0.000065311244,0.000004556534,0.00018546802],"genre_scores_gemma":[0.9883862,0.0001504888,0.0056342706,0.0051977686,0.0004449383,0.000008128553,0.000007986343,0.00000454916,0.00016563368],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99892634,0.000080047845,0.00044912132,0.00018769524,0.00007924166,0.00027753567],"domain_scores_gemma":[0.9991576,0.00024039386,0.00038665216,0.00010887315,0.000027500002,0.00007899589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000725441,0.00010628978,0.0003621631,0.000055501216,0.00007026131,0.000013112263,0.00030286526,0.0001454101,0.00024357926],"category_scores_gemma":[0.00035760077,0.000083116196,0.00016363856,0.0000971512,0.00010934367,0.00013316622,0.000042494423,0.00010302628,0.000010263006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005929041,0.0006226781,0.42391804,0.000050592615,0.000089792535,0.00013816732,0.00081946165,0.00018729527,0.07730379,0.0011659854,0.4717022,0.01807296],"study_design_scores_gemma":[0.008539075,0.01246467,0.58231217,0.00018025635,0.0001292766,0.0003801036,0.00018849896,0.001177248,0.0030661416,0.014885141,0.37599424,0.00068320433],"about_ca_topic_score_codex":0.0001114925,"about_ca_topic_score_gemma":0.000693107,"teacher_disagreement_score":0.15839411,"about_ca_system_score_codex":0.0001501312,"about_ca_system_score_gemma":0.0000219664,"threshold_uncertainty_score":0.338938},"labels":[],"label_agreement":null},{"id":"W2111970260","doi":"10.5539/jas.v3n3p282","title":"Prospects for Adaptable Technological Innovations in Fresh Fish Processing and Storage in Rural Areas of Doma L.G.A. of Nasarawa State","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishing; Food spoilage; Fish <Actinopterygii>; Fish processing; Business; Government (linguistics); Fishing industry; Fishery; Smoked fish; Fish products; Agriculture; Dried fish; Agricultural science; Toxicology; Biology; Ecology","score_opus":0.018538146423214618,"score_gpt":0.20621090255850508,"score_spread":0.18767275613529047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111970260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99936634,0.000022445116,0.00007635305,0.00008215441,0.000021784565,0.00017045674,0.000005392244,0.0000022332256,0.00025283618],"genre_scores_gemma":[0.9964319,0.0000065681807,0.0035295798,0.0000071031236,0.000003834796,0.0000014001214,2.0370732e-7,7.0327445e-7,0.000018736717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991046,0.000011275103,0.0003482716,0.000100267316,0.0002768967,0.00015869361],"domain_scores_gemma":[0.9994107,0.000017983275,0.0004109556,0.00004146495,0.0000782771,0.00004060564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069210044,0.000060723687,0.00016874992,0.000080336235,0.000066495784,0.000013352164,0.00024628837,0.000033030057,0.000021380332],"category_scores_gemma":[0.00011380583,0.00003348527,0.000021475384,0.0009779965,0.00042667397,0.0006398208,0.000103996514,0.00009165424,3.4538886e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002734943,0.00012945554,0.8926328,0.000021308417,0.0000016483255,0.000004155455,0.0010640157,0.00008578077,0.104222804,0.000088226094,0.00009041401,0.0016320822],"study_design_scores_gemma":[0.0002876616,0.00018336253,0.98602897,0.00009110857,0.0000017996649,0.000022603528,0.0016766781,0.00014587361,0.011070171,0.00043028969,0.000006377864,0.0000551184],"about_ca_topic_score_codex":0.00029076365,"about_ca_topic_score_gemma":0.00069282635,"teacher_disagreement_score":0.0933962,"about_ca_system_score_codex":0.000111407506,"about_ca_system_score_gemma":0.00002687323,"threshold_uncertainty_score":0.1572098},"labels":[],"label_agreement":null},{"id":"W2113470352","doi":"10.1016/s0380-1330(03)70555-3","title":"Mercury Concentrations in Water, Sediment, and Biota from Lake Victoria, East Africa","year":2003,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Government of Canada; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"","keywords":"Mercury (programming language); Methylmercury; Wetland; Lates; Biota; Environmental science; Eichhornia crassipes; Fishery; Surface water; Water column; Sediment; Hydrology (agriculture); Aquatic plant; Ecology; Fish <Actinopterygii>; Geology; Biology; Bioaccumulation; Macrophyte; Environmental engineering","score_opus":0.048340931917154314,"score_gpt":0.27648452447570826,"score_spread":0.22814359255855393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113470352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916289,0.00018539085,0.00002547418,0.0004895652,0.00013547191,0.00010521273,0.000021178217,0.0000020513328,0.0074067726],"genre_scores_gemma":[0.99903387,0.00010654182,0.00023334775,0.000010821683,0.00005703039,8.9049297e-7,0.0000020860575,0.00000324522,0.0005521921],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985116,0.00026880097,0.00023930553,0.00013488818,0.00056249095,0.00028292462],"domain_scores_gemma":[0.9995515,0.00009443159,0.000054569362,0.00010518931,0.000035571164,0.00015876764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012017244,0.00006934219,0.0001484158,0.000072503215,0.00015428726,0.00005449598,0.00015786973,0.00005834102,0.0033026724],"category_scores_gemma":[0.00008389832,0.00004534846,0.000033314,0.0001829089,0.00016728886,0.0002118719,0.000085622676,0.0002579286,0.00014380943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000516801,0.00014351349,0.94891685,0.0000070786405,0.000030642248,0.00013581917,0.003433408,0.000018505174,0.03864973,0.000099520636,0.0079482645,0.00056495523],"study_design_scores_gemma":[0.0034465014,0.000865296,0.20764044,0.00015624898,0.000041612137,0.00010499543,0.004602958,0.0004569237,0.0138723655,0.0021827114,0.7662415,0.00038846428],"about_ca_topic_score_codex":0.00033184927,"about_ca_topic_score_gemma":0.0024922504,"teacher_disagreement_score":0.7582932,"about_ca_system_score_codex":0.00013619468,"about_ca_system_score_gemma":0.000024627905,"threshold_uncertainty_score":0.9976084},"labels":[],"label_agreement":null},{"id":"W2116782483","doi":"10.1111/j.1471-8286.2007.01859.x","title":"Isolation and characterization of tetranucleotide microsatellite markers in a mouth‐brooding haplochromine cichlid fish (<i>Pseudocrenilabrus multicolor victoriae</i>) from Uganda","year":2007,"lang":"en","type":"article","venue":"Molecular Ecology Notes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"Canada Research Chairs; University of Georgia; U.S. Department of Energy","keywords":"Cichlid; Biology; Microsatellite; Loss of heterozygosity; Locus (genetics); Evolutionary biology; Zoology; Population; Allele; Genetics; Fish <Actinopterygii>; Fishery; Gene","score_opus":0.00569806653790659,"score_gpt":0.1943504582468501,"score_spread":0.18865239170894352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116782483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99661034,0.000015811185,0.0026867853,0.00014832444,0.00012897156,0.00026672543,0.00004925233,0.000015397116,0.000078395984],"genre_scores_gemma":[0.9969633,0.0000147810715,0.0027371235,0.00017906244,0.000014832571,0.0000025782765,0.00006761215,0.000008756494,0.00001194782],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99895877,0.00006407691,0.00032514246,0.00029940918,0.00011568675,0.00023693604],"domain_scores_gemma":[0.99948287,0.00015412271,0.0001635257,0.00012535058,0.000011536509,0.000062611616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033468116,0.0001310445,0.00022373443,0.000064817046,0.00006546848,0.000014983578,0.00009892435,0.00014323117,0.00025340554],"category_scores_gemma":[0.00007842156,0.00013629206,0.000036475,0.00016361047,0.00014023963,0.00012576027,0.00010707085,0.000088151864,0.000024646837],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055370132,0.00003290319,0.44292423,0.000007405574,0.0000079579695,0.000017967623,0.00028845953,0.000012029936,0.5560693,0.0000022284912,0.000003003983,0.0005791547],"study_design_scores_gemma":[0.0006896851,0.00005921309,0.8558592,0.000016771002,0.000020934782,0.0000025578306,0.00004594403,0.0015442043,0.1415249,0.00003119291,0.00008259346,0.00012278001],"about_ca_topic_score_codex":0.0010146858,"about_ca_topic_score_gemma":0.0031252769,"teacher_disagreement_score":0.4145444,"about_ca_system_score_codex":0.000111456175,"about_ca_system_score_gemma":0.000006882629,"threshold_uncertainty_score":0.55578285},"labels":[],"label_agreement":null},{"id":"W2117447876","doi":"10.1111/j.1752-4571.2012.00245.x","title":"Life history change in response to fishing and an introduced predator in the East African cyprinid <i>Rastrineobola argentea</i>","year":2012,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Geographic Society","keywords":"Biology; Predator; Fishing; Ecology; Life history; Predation; Invasive species; Fishery","score_opus":0.034326633224835174,"score_gpt":0.2349509606030008,"score_spread":0.20062432737816563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117447876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187034,0.00019581262,0.00027465748,0.0059490097,0.000045060482,0.0008286037,0.000042948162,0.000018758283,0.0007748087],"genre_scores_gemma":[0.9975864,0.000006200608,0.0008414344,0.0008758476,0.00014639391,0.0004524964,0.000017316495,0.0000041085573,0.00006976433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907804,0.00017026575,0.00015082865,0.00022576658,0.00016368477,0.00021142338],"domain_scores_gemma":[0.9994113,0.00006391162,0.00004662399,0.00028374922,0.000004561791,0.00018985721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076630333,0.00008001129,0.00007840632,0.000055511027,0.00011568977,0.0000075027447,0.00023554247,0.00003605609,0.00021254114],"category_scores_gemma":[0.000071593626,0.00006997324,0.000014387575,0.0002743091,0.000064546584,0.00037103659,0.00016133324,0.00010412835,0.00020948054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009842209,0.00043047097,0.9664745,0.0000052782466,0.0000024104677,7.7111196e-7,0.01029726,0.000039969702,0.0023410341,0.0003443172,0.019087723,0.0008778927],"study_design_scores_gemma":[0.00010390613,0.000022910594,0.8130564,0.0000027928086,0.0000027436324,0.0000036669408,0.0007025901,0.00026945595,0.0000025265413,0.000014459176,0.18574397,0.0000745461],"about_ca_topic_score_codex":0.0010056728,"about_ca_topic_score_gemma":0.00056050764,"teacher_disagreement_score":0.16665624,"about_ca_system_score_codex":0.0004591414,"about_ca_system_score_gemma":0.000020997137,"threshold_uncertainty_score":0.2853426},"labels":[],"label_agreement":null},{"id":"W2117586420","doi":"10.3394/0380-1330(2006)32[553:inuari]2.0.co;2","title":"Inorganic Nitrogen Uptake and River Inputs in Northern Lake Tanganyika","year":2006,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Environmental science; Nitrate; Sink (geography); Nutrient; Surface water; Nitrogen; Hydrology (agriculture); Ammonium; Water column; New production; Deposition (geology); Oceanography; Dry season; Environmental chemistry; Structural basin; Ecology; Geology; Chemistry; Biology; Environmental engineering; Geography","score_opus":0.025337897292944504,"score_gpt":0.25815621959498,"score_spread":0.23281832230203547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117586420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968753,0.00014089697,0.000010567403,0.00035480337,0.000031387375,0.00009961028,0.000008137648,0.0000030067238,0.0024763052],"genre_scores_gemma":[0.99911565,0.000044038643,0.00016818753,0.000020870273,0.00008424949,5.879886e-7,0.000001210915,0.0000056749213,0.00055954605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998457,0.00014462564,0.00028193934,0.00013862642,0.00068855996,0.00028924295],"domain_scores_gemma":[0.9995586,0.00007233335,0.00009758662,0.00011258641,0.000052922147,0.00010591862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012529215,0.00008108574,0.00017213769,0.00013127277,0.00012932885,0.000040178365,0.00023796211,0.0000692923,0.0006469913],"category_scores_gemma":[0.000060891114,0.000060502287,0.000044219752,0.00035302143,0.00023350853,0.00021585693,0.00019009974,0.00032973572,0.0002044756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030826155,0.00005701037,0.9930458,0.0000066254383,0.0000074519503,0.00018732845,0.00026864678,0.000018632803,0.0026196167,0.00000795309,0.002085639,0.0016644446],"study_design_scores_gemma":[0.00070259866,0.00019336527,0.97961235,0.00003407972,0.0000072612875,0.00012840812,0.00016785742,0.00008440469,0.00059414277,0.0011337883,0.017242625,0.00009912433],"about_ca_topic_score_codex":0.001016697,"about_ca_topic_score_gemma":0.08239528,"teacher_disagreement_score":0.08137858,"about_ca_system_score_codex":0.00019355469,"about_ca_system_score_gemma":0.000028953566,"threshold_uncertainty_score":0.93434864},"labels":[],"label_agreement":null},{"id":"W2118041961","doi":"10.1007/s10592-010-0136-2","title":"Genetic structure and gene flow in an endangered native tilapia fish (Oreochromis esculentus) compared to invasive Nile tilapia (Oreochromis niloticus) in Yala swamp, East Africa","year":2010,"lang":"en","type":"article","venue":"Conservation Genetics","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Oreochromis; Nile tilapia; Biology; Genetic diversity; Population; Endangered species; Microsatellite; Ecology; Fishery; Allele","score_opus":0.01717441515844738,"score_gpt":0.20839761070029206,"score_spread":0.1912231955418447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118041961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978839,0.000031442556,0.00012960032,0.00044243637,0.00019315128,0.0007708429,0.00028866166,0.000025479292,0.00023445941],"genre_scores_gemma":[0.9855962,0.000019977293,0.013644341,0.0004815389,0.000053860767,0.0000228975,0.000078155,0.000019104536,0.000083916995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980131,0.00013865858,0.0004427549,0.0006256676,0.0003670556,0.00041277608],"domain_scores_gemma":[0.9989773,0.00009331415,0.0001643713,0.00041719008,0.00006177353,0.00028605538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020438664,0.00028287875,0.00033459798,0.00012875602,0.00014114742,0.00008718124,0.00036116235,0.0002024744,0.0013013759],"category_scores_gemma":[0.00013967622,0.0002888005,0.000038281927,0.00047463668,0.00020800451,0.00017713568,0.00029682272,0.00021748937,0.00007001083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048476726,0.00010950826,0.85717255,0.000025746176,0.000011863802,0.000025532756,0.007317056,0.0016302096,0.13075209,0.0000056698673,0.0018848522,0.001016478],"study_design_scores_gemma":[0.000980565,0.000115575975,0.96079075,0.000027934457,0.000016279007,0.00001111152,0.0005411633,0.026009612,0.009760402,0.00015471505,0.0012284003,0.00036348213],"about_ca_topic_score_codex":0.00086361525,"about_ca_topic_score_gemma":0.06627865,"teacher_disagreement_score":0.120991684,"about_ca_system_score_codex":0.00019693666,"about_ca_system_score_gemma":0.00006949969,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W2118529534","doi":"10.1111/j.1467-9787.2012.00780_9.x","title":"Enclosing Water: Nature and Political Economy in a Mediterranean Valley, 1796–1916 by Stefania Barca","year":2012,"lang":"en","type":"article","venue":"Journal of Regional Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Queen (butterfly); Politics; Citation; History; Unit (ring theory); Political science; Law","score_opus":0.01229207507259487,"score_gpt":0.2314047876002353,"score_spread":0.21911271252764045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118529534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007595,0.00016977667,0.00005254915,0.0035698297,0.00017251569,0.00005521495,0.0000017365226,0.0000024166015,0.005900026],"genre_scores_gemma":[0.99850196,0.00001131152,0.0006429166,0.00066579774,0.00012307445,2.8557173e-7,4.066329e-7,0.0000021675173,0.00005211229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864054,0.000040777802,0.00023403035,0.00014567007,0.00048671072,0.00045228362],"domain_scores_gemma":[0.999338,0.000055454206,0.0001082536,0.00007516743,0.000018122508,0.00040502273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014679343,0.00008636769,0.00014570446,0.0000690702,0.00015994321,0.000044256165,0.0003196976,0.000069807196,0.00024918924],"category_scores_gemma":[0.000036863938,0.000054452437,0.000039041974,0.00013832838,0.0005738348,0.0010424105,0.00018709578,0.00025861466,0.000028578985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008709696,0.000353975,0.91425127,0.000030457171,0.000017208875,0.00006380094,0.0033967493,0.0000137968445,0.044907358,0.008681876,0.024481958,0.0037144485],"study_design_scores_gemma":[0.0031166056,0.0008481282,0.5953447,0.00035909124,0.00006733524,0.0037609423,0.004397002,0.0028169933,0.01448294,0.014164985,0.35946488,0.0011763717],"about_ca_topic_score_codex":0.00010118912,"about_ca_topic_score_gemma":0.00001678449,"teacher_disagreement_score":0.3349829,"about_ca_system_score_codex":0.00029396304,"about_ca_system_score_gemma":0.00003055121,"threshold_uncertainty_score":0.27284473},"labels":[],"label_agreement":null},{"id":"W212507467","doi":"","title":"Assessment of Heavy Metal Pollution in a Trans-Boundary River: The Case of the Akagera River","year":2010,"lang":"en","type":"article","venue":"International journal of mathematics and computation","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tributary; Cadmium; Turbidity; Manganese; Zinc; Pollution; Environmental science; Water quality; Chromium; Environmental chemistry; Population; Copper; Hydrology (agriculture); Chemistry; Geography; Geology; Ecology; Biology","score_opus":0.011784347660897797,"score_gpt":0.2635426107740317,"score_spread":0.2517582631131339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W212507467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834717,0.000008894939,0.015469639,0.0005601807,0.00020034832,0.00007288376,0.000009813657,6.667223e-7,0.00020590387],"genre_scores_gemma":[0.99218374,0.000006057439,0.007758269,0.000026497355,0.000016786591,3.0859218e-7,4.117817e-7,0.0000014328252,0.0000064790725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993208,0.00003196393,0.00029891412,0.000041648847,0.00027019365,0.000036480345],"domain_scores_gemma":[0.9994204,0.000072528026,0.00039624557,0.00004405791,0.000051824994,0.000014968215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174745,0.000042521544,0.00009513736,0.00003168243,0.000042547974,0.000012783024,0.0001484677,0.000022054002,0.00004730642],"category_scores_gemma":[0.000020590931,0.000023921772,0.00005964327,0.00005556205,0.00015723487,0.000101949816,0.0000523571,0.00010749732,5.802591e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023726022,0.0055841855,0.49262592,0.0004671108,0.0012709508,0.00071454264,0.089105986,0.050028164,0.12126331,0.060304787,0.0011829287,0.17721485],"study_design_scores_gemma":[0.0015284057,0.00019752064,0.7198744,0.00019475834,0.00010949327,0.0021894528,0.0023182973,0.23309505,0.0018781484,0.03827184,0.00021015707,0.00013249916],"about_ca_topic_score_codex":0.00028293036,"about_ca_topic_score_gemma":0.00023586593,"teacher_disagreement_score":0.22724845,"about_ca_system_score_codex":0.000034508816,"about_ca_system_score_gemma":0.00001859627,"threshold_uncertainty_score":0.097550154},"labels":[],"label_agreement":null},{"id":"W2140957310","doi":"10.4319/lo.2014.59.6.1805","title":"Stratification and horizontal exchange in Lake Victoria, East Africa","year":2014,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermocline; Stratification (seeds); Oceanography; Advection; Upwelling; Water column; Downwelling; Submarine pipeline; Monsoon; Structural basin; Geology; Environmental science; Annual cycle; Hypolimnion; Climatology; Prevailing winds; Eutrophication","score_opus":0.007920054195163227,"score_gpt":0.1702757385139787,"score_spread":0.16235568431881547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140957310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301845,0.000107504246,0.000107511456,0.00020273491,0.000090643014,0.00007996051,0.000008889551,0.000015471665,0.0063688336],"genre_scores_gemma":[0.999645,0.000049677106,0.00018848365,0.00003721697,0.000025279694,0.0000022955696,0.0000055923706,0.0000017975428,0.000044671808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994922,0.00004776253,0.00008502279,0.00018926988,0.000053176656,0.00013256511],"domain_scores_gemma":[0.9998145,0.00002185671,0.000034980396,0.00008113638,0.0000020453583,0.000045499797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015822207,0.00006758816,0.00008907371,0.00004788637,0.000090181624,0.000010825429,0.000054476077,0.000088727524,0.00014067758],"category_scores_gemma":[0.0000069672024,0.000059082446,0.000015314028,0.00012863973,0.0001654084,0.00008830375,0.00006088456,0.00006670354,0.000028486762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010068916,0.000026297235,0.9943085,0.000007290753,0.0000038801604,0.0000012265065,0.0008891262,2.2161585e-7,0.00021983887,0.0006664627,0.0003793132,0.0034878296],"study_design_scores_gemma":[0.0003183143,0.00017002593,0.9673861,0.0000053024805,0.000007869741,0.00000507432,0.00030786303,0.0002067964,0.000032693424,0.0012073049,0.030247519,0.00010510363],"about_ca_topic_score_codex":0.000036089918,"about_ca_topic_score_gemma":0.0034657752,"teacher_disagreement_score":0.029868206,"about_ca_system_score_codex":0.0000052209234,"about_ca_system_score_gemma":9.507869e-7,"threshold_uncertainty_score":0.24093123},"labels":[],"label_agreement":null},{"id":"W2145684425","doi":"10.1890/09-1698.1","title":"Exploring the abundance–occupancy relationships for the Georges Bank finfish and shellfish community from 1963 to 2006","year":2011,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"International Council for the Exploration of the Sea; National Science Foundation","keywords":"Occupancy; Shellfish; Abundance (ecology); Ecology; Fishery; Geography; Biology; Fish <Actinopterygii>; Aquatic animal","score_opus":0.2409319379450995,"score_gpt":0.23826203865712747,"score_spread":0.0026698992879720385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145684425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804404,0.000030789117,0.01281963,0.0015364449,0.00005040203,0.0011080588,0.00018421622,0.00004952024,0.0037805673],"genre_scores_gemma":[0.99641025,0.00003487131,0.00199417,0.0003340888,0.00003510614,0.0009864733,0.000013631799,0.0000032380146,0.00018817073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994413,0.00006472916,0.00013493498,0.0001459276,0.00007208048,0.00014097504],"domain_scores_gemma":[0.9984793,0.0010776724,0.000041460895,0.00032883245,0.000008443698,0.0000642634],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00037831406,0.00007599331,0.00007941654,0.0000062339827,0.001628592,0.000036123223,0.0003834647,0.000038929116,0.00058211584],"category_scores_gemma":[0.00007966654,0.000042670115,0.00003311556,0.00013007464,0.0001713028,0.00011114232,0.00024473656,0.00019538258,0.00038779678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019555086,0.00030909557,0.93716973,0.0000072852463,0.000034503504,2.651783e-7,0.003665738,0.00009814705,0.00010668897,0.002588355,0.031093592,0.024907017],"study_design_scores_gemma":[0.000057368885,0.000027165184,0.9095227,0.0000016180114,0.00001609313,3.6963982e-7,0.00075919554,0.0002286464,0.000027021992,0.004650084,0.08464197,0.00006773135],"about_ca_topic_score_codex":0.0006613795,"about_ca_topic_score_gemma":0.0024206326,"teacher_disagreement_score":0.05354838,"about_ca_system_score_codex":0.00003958009,"about_ca_system_score_gemma":0.0000027018568,"threshold_uncertainty_score":0.99967116},"labels":[],"label_agreement":null},{"id":"W2145938916","doi":"10.5376/ija.2014.04.0024","title":"Selective predisposition of Nile tilapia (&lt;i&gt;Oreochromis niloticus&lt;/i&gt; L.) to bacterial and parasitic infection- evidence from the crater lakes Babogaya and Hora-Arsedi, Ethiopia","year":2014,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Oreochromis; Nile tilapia; Biology; Fish <Actinopterygii>; Fishery; Impact crater; Veterinary medicine; Zoology; Medicine","score_opus":0.008835299411774545,"score_gpt":0.2276277907006282,"score_spread":0.21879249128885364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145938916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967973,0.00006827295,0.00079809007,0.0014135403,0.00044905153,0.00013524141,0.00007425529,0.0000055581345,0.0002586725],"genre_scores_gemma":[0.99867207,0.000075532844,0.00055692747,0.00019979801,0.00039932368,0.0000019292254,0.0000091825605,0.0000046782834,0.000080574784],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987683,0.00013914134,0.00030751902,0.00018178707,0.00049131457,0.00011191034],"domain_scores_gemma":[0.9991012,0.00023490484,0.00031674776,0.000082558865,0.00016182683,0.00010274442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181716,0.00012930621,0.00019249762,0.00003439876,0.00010674595,0.00009539073,0.00023232066,0.000094848576,0.0004441759],"category_scores_gemma":[0.00024992917,0.000081592916,0.000063846666,0.00007891679,0.0001276725,0.0004578939,0.00009314875,0.00015008086,0.000030247857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047743888,0.00011163957,0.2298013,0.000014674564,0.00022503616,0.000011499447,0.007254078,0.00022371531,0.74046206,0.00014358062,0.020050189,0.0012247578],"study_design_scores_gemma":[0.0007009094,0.0004924774,0.9776982,0.00033929019,0.000097079785,0.00008052919,0.000100016885,0.00040297327,0.0133666955,0.00049018796,0.0060685645,0.00016307566],"about_ca_topic_score_codex":0.00024285118,"about_ca_topic_score_gemma":0.0011523289,"teacher_disagreement_score":0.7478969,"about_ca_system_score_codex":0.00010641747,"about_ca_system_score_gemma":0.000017910901,"threshold_uncertainty_score":0.48634148},"labels":[],"label_agreement":null},{"id":"W2150119444","doi":"10.1111/j.1600-0633.2009.00355.x","title":"Fishing down and fishing hard: ecological change in the Nile perch of Lake Nabugabo, Uganda","year":2009,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lates; Fishing; Fishery; Perch; Wetland; Catch per unit effort; Ecology; Geography; Threatened species; Habitat; Biology; Fish <Actinopterygii>","score_opus":0.02333444468171168,"score_gpt":0.2219619574310743,"score_spread":0.19862751274936263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150119444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99204475,0.000008934167,0.0000018245488,0.0061129336,0.000072248244,0.00024143232,0.00008367053,0.00000794079,0.0014262453],"genre_scores_gemma":[0.9978722,0.00001845672,0.00033795374,0.0016442213,0.00003113041,0.000006814356,0.000013181316,0.0000020110913,0.00007402839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990192,0.00013712636,0.00023727292,0.00021674755,0.0001499912,0.00023967552],"domain_scores_gemma":[0.9995795,0.0001237568,0.0001038746,0.00014987277,0.000007117416,0.000035871533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007192992,0.00009711198,0.0002369808,0.000031554307,0.000096144555,0.000015968366,0.00030232244,0.000143407,0.002619338],"category_scores_gemma":[0.000055338995,0.00006485803,0.000042157524,0.00010024268,0.00019547288,0.00019119224,0.00015107132,0.00015828016,0.000020267964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012783343,0.000120292534,0.975703,0.000010458024,0.0000044071203,0.00002086383,0.0031927277,0.000005906595,0.00043936694,0.000008288635,0.019553136,0.0009287855],"study_design_scores_gemma":[0.00031125324,0.00027767464,0.99069357,0.000009868455,0.000008811602,0.000011193301,0.0002503499,0.00020413724,0.00026170866,0.00019212814,0.0077013006,0.00007798757],"about_ca_topic_score_codex":0.0011657925,"about_ca_topic_score_gemma":0.18768623,"teacher_disagreement_score":0.18652044,"about_ca_system_score_codex":0.0000332481,"about_ca_system_score_gemma":0.000004091724,"threshold_uncertainty_score":0.9982924},"labels":[],"label_agreement":null},{"id":"W2151138894","doi":"10.1111/eff.12036","title":"Implications of hypoxia tolerance for wetland refugia use in Lake Nabugabo, Uganda","year":2013,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Science Council; McGill University","keywords":"Biology; Lates; Ecology; Predation; Swamp; Hypoxia (environmental); Cichlid; Wetland; Intraspecific competition; Oreochromis; Habitat; Fishery","score_opus":0.015435608348834801,"score_gpt":0.20725483668491246,"score_spread":0.19181922833607765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151138894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764866,0.000002049359,0.000049031783,0.0009602639,0.000070401125,0.00039757835,0.00038119807,0.0000062494005,0.00048459784],"genre_scores_gemma":[0.99701226,0.0000034526356,0.0021440024,0.00019363665,0.000010249625,0.000042264695,0.000026918662,0.0000033995689,0.0005637919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993435,0.000025622547,0.0002388899,0.00016649292,0.0000547681,0.00017068443],"domain_scores_gemma":[0.9995739,0.00008352337,0.00011360293,0.00017543239,0.00001837743,0.000035189056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012593955,0.00006650351,0.00018044925,0.000026807526,0.00004186061,0.00000582136,0.00016978131,0.000083808976,0.003049482],"category_scores_gemma":[0.000027498505,0.000056360295,0.00003948324,0.00006675879,0.00013871554,0.00016021609,0.0000817964,0.000042394397,0.00007833658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085938045,0.00005950633,0.9440366,0.000013037609,0.000005760474,3.3282964e-7,0.000111918656,0.000033757875,0.0065828566,0.000016252554,0.048995003,0.00013638352],"study_design_scores_gemma":[0.00041970567,0.00007636221,0.97182196,0.0000058595656,0.0000055604837,0.0000013217998,0.00001582038,0.00020338048,0.002640582,0.00038303653,0.024362449,0.00006394199],"about_ca_topic_score_codex":0.0010290898,"about_ca_topic_score_gemma":0.221116,"teacher_disagreement_score":0.22008692,"about_ca_system_score_codex":0.00003085097,"about_ca_system_score_gemma":0.0000058430896,"threshold_uncertainty_score":0.99786186},"labels":[],"label_agreement":null},{"id":"W2152356914","doi":"10.1007/s00442-003-1261-0","title":"Stable isotope analyses and demographic responses counter prospects of planktivory by Caridina (Decapoda: Atyidae) in Lake Victoria","year":2003,"lang":"en","type":"article","venue":"Oecologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Biology; Littoral zone; Shrimp; Food web; Zooplankton; Plankton; Ecology; Fishery; Ecosystem","score_opus":0.016042126820106695,"score_gpt":0.23866528167540504,"score_spread":0.22262315485529835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152356914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924936,0.00016177651,0.00001612695,0.000019394281,0.000067069515,0.00022078858,0.00007002322,0.000011373378,0.006939846],"genre_scores_gemma":[0.9989542,0.000046051955,0.0002697116,0.000047332025,0.0000034536076,0.0000073261513,0.0000049536325,0.0000035966664,0.0006634127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907273,0.0001230963,0.0001839887,0.00025028188,0.00015594941,0.00021397935],"domain_scores_gemma":[0.99958533,0.000117066236,0.00010011517,0.00013818612,0.00000787868,0.00005140178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004444908,0.00010998807,0.00021194377,0.000048568032,0.00007612041,0.000014498641,0.000107365166,0.000094787014,0.0013260525],"category_scores_gemma":[0.000090385605,0.00008923876,0.000028993085,0.00024511755,0.00015212462,0.00011624598,0.000079072306,0.00008160202,0.00004126999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003559406,0.000073033654,0.9783752,0.0000130199805,0.0000115808425,0.000010552924,0.00008822034,0.000007679991,0.018057391,0.00006394638,0.003243532,0.000020269465],"study_design_scores_gemma":[0.00042869253,0.00016912232,0.9764899,0.000012090771,0.00001826423,0.0000036548047,0.0001856878,0.00003913322,0.005800048,0.000076199256,0.016633905,0.00014332052],"about_ca_topic_score_codex":0.00046614572,"about_ca_topic_score_gemma":0.011820525,"teacher_disagreement_score":0.013390373,"about_ca_system_score_codex":0.00005945355,"about_ca_system_score_gemma":0.00001573807,"threshold_uncertainty_score":0.9995869},"labels":[],"label_agreement":null},{"id":"W2158359057","doi":"10.4319/lo.2001.46.4.0976","title":"Epilithic nitrogen fixation in the rocky littoral zones of Lake Malawi, Africa","year":2001,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Department for International Development","keywords":"Littoral zone; Nitrogen fixation; Epilimnion; Nutrient; Environmental science; Fixation (population genetics); Ecology; Nitrogen; Biology; Eutrophication; Chemistry","score_opus":0.014010718570616663,"score_gpt":0.19683084883086127,"score_spread":0.1828201302602446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158359057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613863,0.00017581353,0.000051983774,0.00044590564,0.0000339688,0.000097526485,0.000007041933,0.00000763841,0.0030414748],"genre_scores_gemma":[0.9995762,0.000091659065,0.00015941732,0.00010497176,0.000010584296,0.0000021893513,0.0000046364694,0.0000013083913,0.00004902836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999431,0.000089309186,0.00012429051,0.00013144911,0.00008569452,0.00013823214],"domain_scores_gemma":[0.9997513,0.000053217165,0.00005923117,0.000112557165,0.0000036949164,0.000019951114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024276617,0.00006326286,0.000098266195,0.000049261682,0.000088833986,0.000005038548,0.0001277463,0.0000841857,0.0002461538],"category_scores_gemma":[0.000011063881,0.000042618954,0.00003993576,0.0002979027,0.00020817526,0.000074793934,0.000056104134,0.00007973394,0.000028803308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019995841,0.000049451086,0.99785817,0.0000046866635,0.0000063898024,0.0000048764264,0.00089500914,0.0000045070174,0.000028500013,0.00022321542,0.00044049678,0.0004647037],"study_design_scores_gemma":[0.00020186938,0.000120591176,0.9890759,0.0000052506584,0.0000120360255,0.0000129761465,0.0006751842,0.00008046307,0.0000311451,0.0033338794,0.0063899043,0.000060806564],"about_ca_topic_score_codex":0.00008953707,"about_ca_topic_score_gemma":0.0014275785,"teacher_disagreement_score":0.008782274,"about_ca_system_score_codex":0.0000039479664,"about_ca_system_score_gemma":0.0000018033458,"threshold_uncertainty_score":0.26952115},"labels":[],"label_agreement":null},{"id":"W2162386994","doi":"10.1016/j.jglr.2012.05.004","title":"Is the fishery of the introduced Tanganyika sardine (Limnothrissa miodon) in Lake Kivu (East Africa) sustainable?","year":2012,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Belgian Federal Science Policy Office; Fonds De La Recherche Scientifique - FNRS; Natural Environment Research Council; Sight Research UK; University of Rwanda","keywords":"Sardine; Fishery; Geography; Oceanography; Fish <Actinopterygii>; Geology; Biology","score_opus":0.05306870668949135,"score_gpt":0.2822993292662681,"score_spread":0.22923062257677676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162386994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98310167,0.0003569712,0.000006201942,0.0075696018,0.00012478305,0.0002558524,0.000015195033,0.0000019921683,0.008567725],"genre_scores_gemma":[0.9945612,0.000056178134,0.000041724954,0.000042650838,0.0001958152,0.0000020973905,3.2733197e-7,0.0000064631736,0.0050935755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970592,0.00056695944,0.00038543565,0.00012930438,0.0012695787,0.0005894881],"domain_scores_gemma":[0.99887794,0.00025848683,0.00022313085,0.0003791996,0.00012616003,0.00013508275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056679975,0.00010486308,0.0002447534,0.0001035828,0.0002812696,0.0000422663,0.0008061511,0.00007668645,0.0020420777],"category_scores_gemma":[0.00055386266,0.00005170359,0.00015488404,0.0008486936,0.00040196913,0.0003759075,0.00053989905,0.000593359,0.00008069926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009652931,0.00015748799,0.9084962,0.000031911146,0.000031356347,0.000023348106,0.004299515,0.000025589214,0.0020322155,0.000047093872,0.08356523,0.0011935045],"study_design_scores_gemma":[0.0006699641,0.00021149966,0.7708789,0.00007822702,0.00002565848,0.00008185838,0.01066036,0.0000815383,0.0023385524,0.0002226164,0.21462798,0.00012284682],"about_ca_topic_score_codex":0.0002668013,"about_ca_topic_score_gemma":0.0010736226,"teacher_disagreement_score":0.13761732,"about_ca_system_score_codex":0.00027863905,"about_ca_system_score_gemma":0.000050424387,"threshold_uncertainty_score":0.9988702},"labels":[],"label_agreement":null},{"id":"W2162501395","doi":"10.4319/lo.2009.54.6_part_2.2418","title":"The physics of the warming of Lake Tanganyika by climate change","year":2009,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Global warming; Environmental science; Water column; Stratification (seeds); Climate change; Oceanography; Bottom water; Productivity; Climatology; Geology","score_opus":0.00876103317753126,"score_gpt":0.1853602686698009,"score_spread":0.17659923549226964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162501395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978684,0.00027109333,0.000011835985,0.0006620866,0.00006148591,0.000095825635,0.000030130166,0.0000058161063,0.0009932803],"genre_scores_gemma":[0.9993648,0.00037009723,0.000035870755,0.00019915859,0.000011095575,6.096024e-7,0.0000011161937,0.0000011014432,0.00001613022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957496,0.00003564127,0.00009753354,0.00008758119,0.000074128664,0.00013015093],"domain_scores_gemma":[0.9997063,0.000034213597,0.000105198866,0.00013439756,0.0000037901416,0.000016078939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012675548,0.000054264474,0.00008743818,0.00000706788,0.00020646378,0.0000028498687,0.00015443923,0.00004798565,0.0000145955655],"category_scores_gemma":[0.000004537742,0.0000290381,0.00005586929,0.00015331533,0.0003605239,0.000046023415,0.00008806511,0.000059087062,0.0000031383227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010232273,0.000035616787,0.9869964,0.000005946804,0.000009681531,2.4884648e-7,0.00048137465,4.3561965e-7,0.00093736395,0.000840499,0.00092463207,0.009757532],"study_design_scores_gemma":[0.00023820667,0.00018085478,0.98404247,0.00001958719,0.000033056316,0.0000027055437,0.00038067732,0.000087815424,0.00436505,0.0022411675,0.008318781,0.0000896094],"about_ca_topic_score_codex":0.000016038342,"about_ca_topic_score_gemma":0.00011498238,"teacher_disagreement_score":0.009667923,"about_ca_system_score_codex":0.0000020443106,"about_ca_system_score_gemma":8.156377e-7,"threshold_uncertainty_score":0.15879734},"labels":[],"label_agreement":null},{"id":"W2169309059","doi":"10.5751/es-06965-190431","title":"Coupled human and natural system dynamics as key to the sustainability of Lake Victoria&amp;#8217;s ecosystem services","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Sustainability; Ecosystem; Ecosystem services; Key (lock); Ecology; Humanities; Geography; Philosophy; Biology","score_opus":0.003005772119083257,"score_gpt":0.19716398074804165,"score_spread":0.19415820862895838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169309059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826,0.000015021215,0.00008855687,0.00050497125,0.00021944009,0.0003367181,0.000023168626,0.00002114951,0.000530963],"genre_scores_gemma":[0.9993159,0.000004689111,0.00012374317,0.0001782637,0.000034966382,0.00000748628,0.000010691711,0.0000033103577,0.0003209386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912417,0.00013332174,0.00018465752,0.00024884116,0.00011650146,0.00019252636],"domain_scores_gemma":[0.9994612,0.00013153114,0.000110443005,0.0001956804,0.000028371951,0.000072813964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095962716,0.00010688706,0.00022114029,0.000005954715,0.0005114026,0.000019245505,0.00017165927,0.00013734195,0.00007049207],"category_scores_gemma":[0.000023913048,0.00007341913,0.000057215566,0.00007406221,0.00014419662,0.00006405074,0.0003027035,0.00011130962,0.00003271626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012011707,0.00003118475,0.9892994,0.00040290263,0.000043231143,6.3956554e-7,0.005931002,0.00006636602,0.00010725184,0.0034622708,0.00057387934,0.00006985372],"study_design_scores_gemma":[0.0004670113,0.00016988939,0.94188493,0.00002032903,0.00005084423,0.000013847933,0.012055777,0.031541936,0.000008590906,0.00035229253,0.013249279,0.00018526422],"about_ca_topic_score_codex":0.00080000475,"about_ca_topic_score_gemma":0.07337981,"teacher_disagreement_score":0.0725798,"about_ca_system_score_codex":0.00019161578,"about_ca_system_score_gemma":0.000009225448,"threshold_uncertainty_score":0.9435286},"labels":[],"label_agreement":null},{"id":"W2169476977","doi":"10.5539/enrr.v1n1p106","title":"Assessing Community-based Natural Resources Management at Lake Naivasha, Kenya","year":2011,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Leicester","keywords":"Wetland; Ramsar site; Natural resource; Environmental resource management; Natural resource management; Environmental planning; Lake ecosystem; Sustainable management; Citizen journalism; Water resources; Business; Water resource management; Environmental science; Ecosystem; Sustainability; Ecology; Political science","score_opus":0.06576752891313646,"score_gpt":0.2823292203013935,"score_spread":0.21656169138825704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169476977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97438616,0.0006525624,0.0000064846513,0.00018403192,0.00007603084,0.00042885708,0.000010264857,0.000057579433,0.024198014],"genre_scores_gemma":[0.98877513,0.00013482207,0.0015046403,0.00016214272,0.000042774198,0.000017715127,0.00003499944,0.000019248397,0.009308539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99622774,0.00090253685,0.00028303268,0.000528198,0.0013115129,0.0007469795],"domain_scores_gemma":[0.99883664,0.00023602061,0.000106818894,0.00057111244,0.000007894151,0.00024151048],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022042957,0.0002698451,0.00024331472,0.00014924009,0.0020469679,0.00015534682,0.0007333662,0.0001296339,0.003685613],"category_scores_gemma":[0.000032009455,0.00021236998,0.000098070144,0.00025953737,0.0010084095,0.0003283407,0.002292885,0.0010769998,0.0010190067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065855373,0.0007044738,0.91684204,0.00029036033,0.00013819663,0.00027511752,0.013315818,0.00005717841,0.004680871,0.000051571857,0.013703546,0.04928228],"study_design_scores_gemma":[0.0007872501,0.00018328497,0.70113105,0.00006817798,0.000027879674,0.000008613236,0.0027538165,0.0012105604,0.0007513913,0.00010602543,0.29257903,0.00039293166],"about_ca_topic_score_codex":0.00074028724,"about_ca_topic_score_gemma":0.00066088187,"teacher_disagreement_score":0.27887547,"about_ca_system_score_codex":0.000360992,"about_ca_system_score_gemma":0.0000030674344,"threshold_uncertainty_score":0.99975884},"labels":[],"label_agreement":null},{"id":"W2169769984","doi":"10.3394/0380-1330(2007)33[170:hvoppi]2.0.co;2","title":"High Variability of Phytoplankton Photosynthesis in Response to Environmental Forcing in Oligotrophic Lake Malawi/Nyasa","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Phytoplankton; Chlorophyll a; Environmental science; Photosynthesis; Chlorophyll; Productivity; Pelagic zone; Oceanography; Nutrient; Transect; Deep chlorophyll maximum; Biology; Photic zone; Ecology; Botany; Geology","score_opus":0.02660380567988777,"score_gpt":0.2799654408409049,"score_spread":0.2533616351610171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169769984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986287,0.000013918588,0.000064648295,0.00021759116,0.00005540499,0.00026398164,0.000028764996,0.0000019629176,0.00072506425],"genre_scores_gemma":[0.9990216,0.000020553816,0.0007208558,0.000017237682,0.000034706667,0.000001812139,7.5585587e-7,0.000006729029,0.00017574259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969402,0.00064991193,0.0006520715,0.00022922295,0.0010527489,0.00047585653],"domain_scores_gemma":[0.99846035,0.00091766776,0.00016467813,0.0002460972,0.000018620729,0.000192567],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0135555845,0.000115384384,0.0003457406,0.0003948686,0.00007768644,0.00001577844,0.00040420442,0.00010761939,0.0016439877],"category_scores_gemma":[0.0005601023,0.00009525398,0.000083558254,0.00055544236,0.0002006719,0.00019852759,0.00025336235,0.0004262594,0.00007259445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023740348,0.00021457364,0.87031657,0.000018314233,0.000007306807,0.00026264938,0.00060844654,0.0003969757,0.124129735,0.0000050335398,0.00009683751,0.00156951],"study_design_scores_gemma":[0.0006884719,0.0004856762,0.9782429,0.00010711443,0.0000046472296,0.00003604291,0.0005164373,0.00007678754,0.018590784,0.00013432522,0.0010168235,0.00010000264],"about_ca_topic_score_codex":0.0006590414,"about_ca_topic_score_gemma":0.005352894,"teacher_disagreement_score":0.1079263,"about_ca_system_score_codex":0.0008070756,"about_ca_system_score_gemma":0.0000350034,"threshold_uncertainty_score":0.99926865},"labels":[],"label_agreement":null},{"id":"W2170657694","doi":"10.1016/j.fishres.2012.08.003","title":"Movement and home range of introduced Nile perch (Lates niloticus) in Lake Nabugabo, Uganda: Implications for ecological divergence and fisheries management","year":2012,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lates; Fishery; Perch; Ecology; Wetland; Geography; Shore; Range (aeronautics); Ecotone; Fishing; Habitat; Fisheries management; Biology; Fish <Actinopterygii>","score_opus":0.05865990652631657,"score_gpt":0.2890720317623259,"score_spread":0.2304121252360093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170657694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960329,0.00007900286,0.00003530252,0.0014462664,0.00004922892,0.00073335425,0.00010586146,0.000009075133,0.0015090063],"genre_scores_gemma":[0.99769723,0.00030099138,0.0009595903,0.00003513904,0.000025263305,0.00013797567,0.000010606746,0.000004850205,0.00082834647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988218,0.00008842417,0.00018934387,0.0002636696,0.00023302554,0.00040374984],"domain_scores_gemma":[0.9994811,0.0001731641,0.000036810216,0.00017713194,0.000027456384,0.000104380844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009596457,0.00009273838,0.00016887949,0.00005006963,0.00024583042,0.000035252517,0.00017110934,0.00006071572,0.0010474125],"category_scores_gemma":[0.00008428092,0.00007579017,0.000021689239,0.00023108486,0.00043958452,0.0002550179,0.0006956218,0.000088260655,0.000013019362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046365974,0.00012328458,0.9905367,0.00010673133,0.00001032915,6.640032e-7,0.0009421724,9.711299e-7,0.00034886278,0.00032129514,0.0054599564,0.0021026589],"study_design_scores_gemma":[0.00032239512,0.00016665916,0.98648214,0.000008286202,0.000006144408,8.736435e-7,0.0011409359,0.000043987362,0.000110127694,0.00072870235,0.010898798,0.00009095678],"about_ca_topic_score_codex":0.00028455415,"about_ca_topic_score_gemma":0.0032348603,"teacher_disagreement_score":0.005438841,"about_ca_system_score_codex":0.00008561986,"about_ca_system_score_gemma":0.0000050517183,"threshold_uncertainty_score":0.9998658},"labels":[],"label_agreement":null},{"id":"W2180780967","doi":"10.1016/j.scitotenv.2015.10.146","title":"Legacy and currently used pesticides in the atmospheric environment of Lake Victoria, East Africa","year":2015,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"United Nations University","keywords":"Pesticide; Geography; Environmental science; Ecology; Biology","score_opus":0.021128326600675654,"score_gpt":0.19517081848957746,"score_spread":0.1740424918889018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180780967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684674,0.00007612174,0.00003277542,0.0008642725,0.00013662696,0.00039588186,0.000008672273,0.0000032009443,0.0016357391],"genre_scores_gemma":[0.999507,0.000016872127,0.00024685173,0.000012719285,0.000016559121,0.000008275387,3.7375767e-7,0.00000387602,0.00018749213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788415,0.00014781345,0.000270218,0.0002814075,0.001131023,0.000285381],"domain_scores_gemma":[0.9990281,0.00006842717,0.00022319489,0.0005905647,0.0000020736513,0.00008767288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017308198,0.00014399961,0.00016736028,0.000008522161,0.00021943563,0.00003432892,0.0010192572,0.000037981557,0.0002516307],"category_scores_gemma":[0.000052429357,0.00006886772,0.00005729452,0.00026163153,0.0024115434,0.00028875613,0.00094797823,0.00015021494,0.000097799086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022981447,0.002749536,0.42671475,0.000079139776,0.00008463353,0.000014174374,0.110804565,0.34587598,0.101549715,0.0014392984,0.0024100635,0.00804834],"study_design_scores_gemma":[0.0008977462,0.00038890642,0.96712506,0.00004648915,0.00008529258,0.000026035746,0.010631733,0.013841257,0.0023537204,0.0012558649,0.003014953,0.0003329664],"about_ca_topic_score_codex":0.00032625714,"about_ca_topic_score_gemma":0.000030717332,"teacher_disagreement_score":0.5404103,"about_ca_system_score_codex":0.0001714792,"about_ca_system_score_gemma":0.000021227655,"threshold_uncertainty_score":0.8885432},"labels":[],"label_agreement":null},{"id":"W2183238110","doi":"10.5962/bhl.title.115115","title":"Lake Wabamun : a review of scientific studies and environmental impacts /","year":2004,"lang":"en","type":"review","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Trent University; University of Lethbridge","keywords":"Geography; Environmental planning; Environmental ethics; Environmental science; Environmental resource management; Philosophy","score_opus":0.05060213267160587,"score_gpt":0.28982949432417854,"score_spread":0.23922736165257266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183238110","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008505195,0.998045,0.0000013479913,0.000014857465,0.00010778603,0.0006901851,0.00015386412,0.000010556403,0.00089131703],"genre_scores_gemma":[0.00003794777,0.99820435,0.0001955478,0.000034631656,0.000009324376,0.000008617263,0.000063686275,0.00000800686,0.001437903],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984756,0.000055204393,0.00048141202,0.00043053972,0.00035199182,0.00020526876],"domain_scores_gemma":[0.99914205,0.00005035508,0.0003678628,0.00033215704,0.0000028846916,0.00010470026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005826081,0.00027495547,0.0012193001,0.000037448073,0.00013957606,0.000017501492,0.00023210967,0.00008931565,0.0025654917],"category_scores_gemma":[0.00003623546,0.000171728,0.00024086257,0.00018361764,0.00057986437,0.00010765558,0.00064829434,0.00010275997,0.0005739014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.146304e-7,0.00008498233,0.00035136004,0.38963363,0.00017941394,0.00001550853,0.00014454822,9.338881e-8,0.0000019285164,0.000022359984,0.0076858285,0.60187966],"study_design_scores_gemma":[0.000061431725,0.000036284397,0.000029414206,0.0979342,0.00042290115,0.000031485146,0.00005434641,2.6198936e-7,9.3689863e-7,0.000024204563,0.90120333,0.0002011918],"about_ca_topic_score_codex":0.000050566043,"about_ca_topic_score_gemma":0.00020194765,"teacher_disagreement_score":0.8935175,"about_ca_system_score_codex":0.0002354943,"about_ca_system_score_gemma":0.00002635774,"threshold_uncertainty_score":0.99834627},"labels":[],"label_agreement":null},{"id":"W2184523412","doi":"10.26443/msurj.v3i1.126","title":"Specialized morphology for a non-specialized diet: Liem’s paradox in an African cichlid fish","year":2008,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cichlid; Biology; Generalist and specialist species; Predation; Trophic level; Omnivore; Ecology; Fauna; Morphology (biology); Zoology; Fish <Actinopterygii>; Habitat; Fishery","score_opus":0.09872989419772696,"score_gpt":0.3406108465946858,"score_spread":0.24188095239695886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184523412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776005,0.000008463135,0.00045008468,0.0067687593,0.00037719123,0.00085984013,0.000051085823,0.000023693494,0.013860339],"genre_scores_gemma":[0.9962807,0.0002878674,0.002338526,0.00018680103,0.00021739719,0.000028585591,0.0000035206776,0.00001524204,0.00064133055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99433935,0.00046179548,0.00055459555,0.0007939033,0.0021816955,0.0016686555],"domain_scores_gemma":[0.99813926,0.0002138472,0.00021238816,0.00042374159,0.0001804965,0.0008302587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00688393,0.00022744504,0.00040991386,0.00051805185,0.003957328,0.00019169139,0.0016035303,0.00011243654,0.0005431948],"category_scores_gemma":[0.00059786905,0.00018744715,0.00014003307,0.0022235117,0.002571833,0.0011523528,0.0005712549,0.00068711105,0.0002725292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008045056,0.0061646043,0.52021724,0.00010824758,0.00013380108,0.006521149,0.009162143,0.0018597267,0.23829474,0.018069107,0.15402398,0.037400212],"study_design_scores_gemma":[0.021663764,0.011368108,0.49000743,0.00027502078,0.000051156283,0.0035233262,0.0060749534,0.027636444,0.012077332,0.09026861,0.33382633,0.0032275366],"about_ca_topic_score_codex":0.0011892979,"about_ca_topic_score_gemma":0.0036338987,"teacher_disagreement_score":0.22621742,"about_ca_system_score_codex":0.0015213336,"about_ca_system_score_gemma":0.00024128595,"threshold_uncertainty_score":0.99733937},"labels":[],"label_agreement":null},{"id":"W2222293850","doi":"10.3394/0380-1330(2007)33[466:teossl]2.0.co;2","title":"The Effect of Suspended Solids Loading from the Linthipe River on Light in Lake Malawi","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interflow; Surface runoff; Hydrology (agriculture); Environmental science; Suspended solids; Total suspended solids; River mouth; Suspended load; Inflow; Estuary; Water column; Geology; Oceanography; Sediment; Geomorphology; Ecology; Sediment transport","score_opus":0.032906598114141365,"score_gpt":0.3080295575236272,"score_spread":0.27512295940948583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222293850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930204,0.00009626393,0.000011010238,0.00096682244,0.00011562117,0.00017627784,0.0000071893937,0.0000016496675,0.009323106],"genre_scores_gemma":[0.99925774,0.000056511723,0.0000270108,0.000018338049,0.00012512009,5.5653214e-7,4.3240476e-7,0.0000042091538,0.00051005976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975918,0.0005136923,0.0003358476,0.0001193674,0.0010978673,0.0003414168],"domain_scores_gemma":[0.9970059,0.0024884243,0.00015883043,0.00021969389,0.000036254638,0.00009093974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0082177995,0.00008592048,0.00019170398,0.00006618933,0.00029308329,0.000041328007,0.00062549877,0.00007424869,0.0008109103],"category_scores_gemma":[0.00041757137,0.000038179303,0.00010289567,0.0003071803,0.00033869,0.0001055247,0.00020015579,0.00062069664,0.00016730874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077300746,0.00004048531,0.97948253,0.0000069324387,0.00003574919,0.00016983901,0.00096476765,0.00003707482,0.004452782,0.000048542537,0.0066801566,0.007308156],"study_design_scores_gemma":[0.0017843421,0.0022570067,0.90517235,0.00028663242,0.000026616945,0.000034029217,0.001052591,0.00028082993,0.04951716,0.0006733205,0.03876592,0.00014920392],"about_ca_topic_score_codex":0.00048021678,"about_ca_topic_score_gemma":0.011720789,"teacher_disagreement_score":0.07431015,"about_ca_system_score_codex":0.00018811357,"about_ca_system_score_gemma":0.000015362091,"threshold_uncertainty_score":0.8878899},"labels":[],"label_agreement":null},{"id":"W2226750911","doi":"10.3394/0380-1330(2007)33[449:tvdora]2.0.co;2","title":"The Vertical Distribution of Runoff and its Suspended Load in Lake Malawi","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Interflow; Thermocline; Hydrology (agriculture); Surface runoff; Tributary; Geology; Environmental science; Arithmetic underflow; Oceanography; Geography; Ecology","score_opus":0.04548105424226096,"score_gpt":0.3146790828166944,"score_spread":0.2691980285744334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226750911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679536,0.00015852298,0.000026354151,0.00043055703,0.000036042686,0.0000830954,0.000007074565,8.532726e-7,0.0024621156],"genre_scores_gemma":[0.999569,0.000116746625,0.000012012406,0.0000033769124,0.000025858613,1.9751403e-7,6.2307817e-7,0.0000015147726,0.00027069228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847114,0.00011898284,0.0002684077,0.00007557497,0.00081599446,0.00024992338],"domain_scores_gemma":[0.9993795,0.00031430047,0.00005306079,0.00007608804,0.000074534466,0.00010250648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045662345,0.000044624532,0.00011152741,0.00003060356,0.00013647601,0.000020885627,0.00018961349,0.00004930189,0.00029187542],"category_scores_gemma":[0.0003000072,0.000026418089,0.000033627995,0.00022212332,0.00022200818,0.000118560245,0.00014227377,0.00025665227,0.000030891457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005283893,0.00010534634,0.9831487,0.000018159697,0.00001658041,0.00016304283,0.00026396173,0.0000107993,0.0062367376,0.0006762825,0.0026533161,0.0061787036],"study_design_scores_gemma":[0.00058805133,0.00031539163,0.98336804,0.000041158102,0.000005595314,0.00006140126,0.00042053673,0.0004090622,0.0038722414,0.00032059025,0.010548381,0.00004952688],"about_ca_topic_score_codex":0.0000890484,"about_ca_topic_score_gemma":0.0078279,"teacher_disagreement_score":0.007895065,"about_ca_system_score_codex":0.000204906,"about_ca_system_score_gemma":0.000028074184,"threshold_uncertainty_score":0.4368152},"labels":[],"label_agreement":null},{"id":"W2237625945","doi":"10.1130/2015.2515(02)","title":"Organic sedimentation in modern lacustrine systems: A case study from Lake Malawi, East Africa","year":2015,"lang":"en","type":"book-chapter","venue":"Geological Society of America Special Papers","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Total organic carbon; Anoxic waters; Sedimentary depositional environment; Sediment; Organic matter; Geology; Sedimentation; Sedimentary rock; Sedimentary organic matter; Geochemistry; Hydrology (agriculture); Environmental chemistry; Oceanography; Geomorphology; Structural basin; Ecology; Chemistry","score_opus":0.036624538409674334,"score_gpt":0.2167902260432861,"score_spread":0.18016568763361177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237625945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37724367,0.00028899996,0.00011189774,0.00039475717,0.0005295446,0.00245663,0.00071776647,0.00010640533,0.61815035],"genre_scores_gemma":[0.9522181,0.00009142457,0.0006505262,0.00014046718,0.0007271323,0.00001651868,0.00012985192,0.000028517792,0.045997467],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762654,0.00008195975,0.000560294,0.0006714073,0.00073080027,0.0003289757],"domain_scores_gemma":[0.99893314,0.000081605875,0.0004867792,0.00028768455,0.000026563874,0.00018420411],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026942597,0.00037514608,0.0007727625,0.000020951602,0.00011699681,0.000020891432,0.00029817005,0.0003798381,0.019277746],"category_scores_gemma":[0.000018119033,0.0003103151,0.00024160104,0.000118562886,0.00051096646,0.00007683326,0.00050408754,0.00038895055,0.00043005837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009750345,0.0051506762,0.45379028,0.00026483924,0.0025150266,0.010133952,0.07565448,0.009541375,0.0014637428,0.00033969275,0.38119888,0.058972027],"study_design_scores_gemma":[0.0072656046,0.004305457,0.021103317,0.0002448368,0.0009828642,0.00026020277,0.17357372,0.005015874,0.0000031096129,0.002016624,0.78196776,0.0032606684],"about_ca_topic_score_codex":0.0067511084,"about_ca_topic_score_gemma":0.0029297075,"teacher_disagreement_score":0.5749744,"about_ca_system_score_codex":0.00048813905,"about_ca_system_score_gemma":0.000031226362,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W2238159375","doi":"10.5430/ijba.v7n1p33","title":"Distributional Strategy of Fish Product in Asari-Toru Local Government Area of Rivers State","year":2016,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Local government area; Government (linguistics); Product (mathematics); Census; Population; Distribution (mathematics); Sample (material); Statistic; Local government; Geography; Business; Fishing; Fishery; Statistics; Sociology; Mathematics","score_opus":0.014684104391526896,"score_gpt":0.2220313241342672,"score_spread":0.2073472197427403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238159375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868989,0.0000048350716,0.010957275,0.0011899855,0.0002545506,0.000068416506,0.00029143124,0.0000014954971,0.00033310553],"genre_scores_gemma":[0.9996802,0.000024681949,0.00015958733,0.000013874472,0.000039544622,6.16855e-7,0.00001140941,0.0000022830154,0.00006779103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834615,0.00003101154,0.0005375526,0.0001097234,0.00089182606,0.000083714425],"domain_scores_gemma":[0.9989498,0.00004748442,0.0006975797,0.000068190995,0.00019673457,0.000040157665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030708738,0.00007837562,0.00015210315,0.00003550974,0.000014681198,0.000010536172,0.00023740859,0.000030141964,0.00046155794],"category_scores_gemma":[0.000101152626,0.000056138564,0.000053114087,0.00011104204,0.00015293554,0.0004083418,0.000057267287,0.000047529596,0.0000055812893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012334643,0.0010194922,0.86124855,0.000036071193,0.00013512367,0.00012834974,0.0001360388,0.0041727526,0.06733931,0.0004990404,0.0024254923,0.061626334],"study_design_scores_gemma":[0.0009607108,0.00017125781,0.9644183,0.00014398893,0.000012210329,0.000048418377,0.00009183508,0.00020589397,0.03262341,0.0005340568,0.00070308824,0.00008686073],"about_ca_topic_score_codex":0.00013134022,"about_ca_topic_score_gemma":0.0003242166,"teacher_disagreement_score":0.10316974,"about_ca_system_score_codex":0.00043188836,"about_ca_system_score_gemma":0.00010666712,"threshold_uncertainty_score":0.5053736},"labels":[],"label_agreement":null},{"id":"W2300965613","doi":"10.14288/1.0052395","title":"Studies on the biological oceanography of Haida eddies","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Eddy; Geology; Environmental science; Geography; Meteorology","score_opus":0.021381856399593245,"score_gpt":0.1816386000638508,"score_spread":0.16025674366425754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300965613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672663,0.0000851047,0.000018346116,0.0002672512,0.000048916972,0.00012614757,0.00004932417,0.000017752254,0.0026605362],"genre_scores_gemma":[0.99945885,0.00012220067,0.00012902963,0.000100458084,0.00000674755,5.66369e-8,0.0000015024152,0.0000011511992,0.00018002493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993575,0.00005325621,0.00008910596,0.0001921139,0.0001838463,0.00012416055],"domain_scores_gemma":[0.99959016,0.000068854104,0.00012067401,0.00016089003,0.000022444374,0.0000369641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021787839,0.000031951302,0.00018374335,0.000012029312,0.0002419452,0.000011662034,0.0002805274,0.000049603685,0.00025931097],"category_scores_gemma":[0.000034161352,0.00006369107,0.00011152742,0.00019762194,0.00060280727,0.00008807131,0.0001353129,0.00006216664,0.000044530723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031228505,0.0004326664,0.74375457,0.000030407307,0.00012855505,0.00007377794,0.0015825628,0.00003065077,0.0012239234,0.000037001173,0.054450247,0.19822443],"study_design_scores_gemma":[0.0001794426,0.00025210672,0.9942364,0.000047225752,0.000014182231,0.0000038378635,0.004325885,0.000024795812,0.000007924137,0.00056732644,0.0002631051,0.00007773108],"about_ca_topic_score_codex":0.008327745,"about_ca_topic_score_gemma":0.032392066,"teacher_disagreement_score":0.2504819,"about_ca_system_score_codex":0.000032229203,"about_ca_system_score_gemma":0.000004026005,"threshold_uncertainty_score":0.9982759},"labels":[],"label_agreement":null},{"id":"W2339822030","doi":"10.17352/2455-8400.0000003","title":"Status of Lake Tana Commercial Fishery, Ethiopia","year":2015,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishery; Clarias gariepinus; Oreochromis; Catfish; Nile tilapia; Seasonality; Geography; Fish <Actinopterygii>; Biology; Ecology","score_opus":0.03236339194013444,"score_gpt":0.2711147931520616,"score_spread":0.23875140121192717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339822030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811239,0.000048887036,0.00030797915,0.0019918033,0.00094615185,0.000049592836,0.00008519718,0.000004592985,0.015441848],"genre_scores_gemma":[0.99728614,0.000026054322,0.0016741445,0.0002681536,0.00018954469,1.5098317e-7,0.000008888677,0.0000028431132,0.0005440889],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987648,0.000040474457,0.00028904356,0.00006714306,0.0007271588,0.00011135693],"domain_scores_gemma":[0.9992356,0.000021901791,0.00037289527,0.000057248628,0.00016318438,0.00014918165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027684576,0.00006929039,0.00013932385,0.000028111162,0.000020903322,0.000020383011,0.00037299775,0.000065970744,0.0011180248],"category_scores_gemma":[0.00012317451,0.000048792273,0.00008990812,0.000062725994,0.00006773015,0.00023576572,0.000110107685,0.00015600791,0.000090706046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021592621,0.00021288426,0.7028236,0.00000483764,0.0001639164,0.00010195394,0.0038600115,0.00041651604,0.0018347047,0.00022158476,0.2827152,0.007428896],"study_design_scores_gemma":[0.0016562209,0.00029085492,0.25372818,0.000059258666,0.000039178132,0.0001478659,0.0013029508,0.00012449609,0.0012272365,0.00069771433,0.7405673,0.00015872307],"about_ca_topic_score_codex":0.00041068217,"about_ca_topic_score_gemma":0.0018246392,"teacher_disagreement_score":0.45785213,"about_ca_system_score_codex":0.0001516036,"about_ca_system_score_gemma":0.000035696226,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W2417421582","doi":"","title":"Atmospheric Concentrations of Organochlorine Pesticides in the Northern Lake Victoria Watershed","year":2003,"lang":"en","type":"article","venue":"African Journal of Tropical Hydrobiology and Fisheries","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dieldrin; Lindane; Endosulfan; Chlordane; Pesticide; Heptachlor; Environmental chemistry; Hexachlorobenzene; Endrin; Metabolite; Toxaphene; Chemistry; Animal science; Biology; Ecology","score_opus":0.007725677522152163,"score_gpt":0.17767519766878928,"score_spread":0.1699495201466371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417421582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829227,0.000037058246,0.00021777491,0.0005058839,0.00008041457,0.00004740824,0.0000031741722,0.0000014149897,0.000814599],"genre_scores_gemma":[0.9993798,0.000019965019,0.00050654827,0.000051827934,0.000017171978,5.907738e-7,7.6153856e-7,0.0000014959002,0.000021847147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993774,0.00014223605,0.00023836477,0.000068299196,0.00006444993,0.00010921279],"domain_scores_gemma":[0.999651,0.00010792962,0.00013688336,0.000059987196,0.00001067127,0.000033529952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014577374,0.00006224171,0.00017210928,0.0000042904026,0.000060426988,0.000006387577,0.000117641684,0.00004288736,0.0005159195],"category_scores_gemma":[0.00009278429,0.00003480438,0.00003278156,0.00009915673,0.00037112169,0.0000716331,0.000020870348,0.00010075524,0.0000037918921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029613111,0.000042049698,0.9977297,0.0000027057592,0.000011820673,0.000010890092,0.0012046293,0.000023205406,0.0005310811,0.00023176667,0.0000930961,0.00008942736],"study_design_scores_gemma":[0.0004625804,0.0005253812,0.98227686,0.0000068551117,0.000028199842,0.000102500984,0.0017796545,0.000024040033,0.00027181837,0.000828721,0.0136186145,0.000074790965],"about_ca_topic_score_codex":0.000050682098,"about_ca_topic_score_gemma":0.0017475553,"teacher_disagreement_score":0.015452871,"about_ca_system_score_codex":0.000016829146,"about_ca_system_score_gemma":0.000010111147,"threshold_uncertainty_score":0.56489575},"labels":[],"label_agreement":null},{"id":"W2466267895","doi":"10.1007/s10530-016-1235-x","title":"Habitat heterogeneity facilitates coexistence of native fishes with an introduced predator: the resilience of a fish community 5 decades after the introduction of Nile perch","year":2016,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Perch; Ecology; Fishery; Lates; Predation; Habitat; Fish <Actinopterygii>","score_opus":0.11193308268893859,"score_gpt":0.25221529052163844,"score_spread":0.14028220783269985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466267895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814737,0.000019215702,0.000081179845,0.0011539112,0.000021229496,0.00026823586,0.0002404127,0.000008047582,0.00006041925],"genre_scores_gemma":[0.9995438,0.000039305025,0.00030735228,0.000055807137,0.000014571139,0.000017427714,0.000005416554,0.0000015471691,0.000014790702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984817,0.0007510505,0.00023910565,0.00020330132,0.00019294408,0.00013188929],"domain_scores_gemma":[0.9985269,0.0007229647,0.00017220501,0.0004821012,0.0000543288,0.00004152128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082315295,0.00009717141,0.00018224906,0.000011269529,0.00022957748,0.0000049240252,0.00051154837,0.00006277642,0.00021068942],"category_scores_gemma":[0.000643216,0.000033922646,0.000053454994,0.00017190237,0.0022938694,0.0001329828,0.00035816056,0.00011408158,0.0000067441524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003353417,0.0002888043,0.8839639,0.000015407648,0.000022685108,3.2480503e-7,0.0021236553,0.000020261792,0.111403145,0.000049823495,0.0009663882,0.0008102753],"study_design_scores_gemma":[0.00013475276,0.0011112962,0.9355318,0.000027723245,0.0000136445515,0.0000042232646,0.003561161,0.000017145096,0.05904734,0.00023360418,0.00024101416,0.000076299846],"about_ca_topic_score_codex":0.0009524154,"about_ca_topic_score_gemma":0.0064288387,"teacher_disagreement_score":0.0523558,"about_ca_system_score_codex":0.00003712709,"about_ca_system_score_gemma":0.000010337904,"threshold_uncertainty_score":0.8451857},"labels":[],"label_agreement":null},{"id":"W2472194641","doi":"10.1139/cjfas-2016-0009","title":"Taylor’s power law and fixed-precision sampling: application to abundance of fish sampled by gillnets in an African lake","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Abundance (ecology); Abiotic component; Statistics; Sampling (signal processing); Sample size determination; Power law; Ecology; Mathematics; Environmental science; Biology; Physics","score_opus":0.0170925843103656,"score_gpt":0.21939015015607338,"score_spread":0.2022975658457078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472194641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954912,0.000036047008,0.0010820172,0.0024973215,0.00006280901,0.00010263769,0.000038003203,0.0000012766569,0.0006886998],"genre_scores_gemma":[0.9982624,0.000008755702,0.0013039053,0.00038927817,0.000008863557,0.00000115461,5.193521e-7,0.0000021090473,0.000023024932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991349,0.000035701218,0.00026107102,0.00017541517,0.00020408901,0.00018883949],"domain_scores_gemma":[0.9992561,0.000118437696,0.00016716438,0.000086612614,0.000012204507,0.00035952212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062539923,0.00007590596,0.00016370547,0.000058338566,0.00018695479,0.000064809865,0.00023346387,0.000033503402,0.00025510404],"category_scores_gemma":[0.00012317949,0.00004998752,0.000016586559,0.00021104851,0.0005896667,0.0004168839,0.000030674677,0.000035982022,0.0000026884977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024126484,0.000023553042,0.93413264,0.0000071917607,0.000004766005,0.000004500828,0.0035722782,0.000013103359,0.0054481504,0.00022734547,0.0032551822,0.053287175],"study_design_scores_gemma":[0.0011117753,0.002160286,0.79745376,0.00030097025,0.000022335034,0.000054687283,0.007236821,0.0006795982,0.0014355378,0.005045066,0.18390483,0.00059435936],"about_ca_topic_score_codex":0.017839689,"about_ca_topic_score_gemma":0.4292356,"teacher_disagreement_score":0.4113959,"about_ca_system_score_codex":0.000055766614,"about_ca_system_score_gemma":0.00004686691,"threshold_uncertainty_score":0.9887006},"labels":[],"label_agreement":null},{"id":"W2495603681","doi":"10.1111/evo.13030","title":"Ephemeral ecological speciation and the latitudinal biodiversity gradient","year":2016,"lang":"en","type":"article","venue":"Evolution","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Biology; Ephemeral key; Genetic algorithm; Biodiversity; Ecology","score_opus":0.007902099728673067,"score_gpt":0.1642176718784345,"score_spread":0.15631557214976144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495603681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378455,0.000010602835,0.0015050038,0.0027385326,0.000094758114,0.00011216278,0.000007282139,0.000013289702,0.0017337974],"genre_scores_gemma":[0.99954265,0.0000114756285,0.00010347372,0.000059818445,0.00002921629,0.0000011842799,8.407106e-7,4.0322334e-7,0.0002509045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956644,0.000051370887,0.00005936318,0.000117809075,0.000113727074,0.00009129818],"domain_scores_gemma":[0.99982613,0.000037912258,0.000043451855,0.000060029488,0.0000035984835,0.000028865657],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023978962,0.00004149189,0.00005184207,0.0000064904934,0.00022144262,0.000006765964,0.00005599802,0.000028298624,0.0009658429],"category_scores_gemma":[0.000032051725,0.000019303994,0.000023662511,0.00004444572,0.00021784182,0.000108937995,0.000114418915,0.000023446526,0.00084550394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033936332,0.000024995721,0.9831452,7.0186604e-7,0.000004136624,7.995424e-7,0.00007898913,0.000002707076,0.00020333935,0.0023998695,0.0132046,0.00090075337],"study_design_scores_gemma":[0.00062961347,0.00003442229,0.99421674,0.0000019168638,0.000008869729,0.0000014680862,0.000028310467,0.00019185754,0.000017792681,0.00210154,0.0027248354,0.000042656262],"about_ca_topic_score_codex":0.00048802048,"about_ca_topic_score_gemma":0.00036163206,"teacher_disagreement_score":0.011071546,"about_ca_system_score_codex":0.0002160767,"about_ca_system_score_gemma":0.0000018076053,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W2501096016","doi":"10.1017/cbo9780511525582.009","title":"Summary, opportunities and synthesis","year":2000,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science","score_opus":0.03318640513338681,"score_gpt":0.17015149281015954,"score_spread":0.13696508767677273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501096016","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012710314,0.00006380034,0.000010512134,0.000029798337,0.000055443958,0.00021898917,0.00043757816,0.00006535637,0.9978475],"genre_scores_gemma":[0.002099952,0.0008664933,0.000048812366,0.000058619138,0.000034097942,3.3868102e-7,0.00001768622,0.000017854583,0.99685615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998955,0.000031353164,0.00012838942,0.00042812692,0.00024187348,0.00021527424],"domain_scores_gemma":[0.99927163,0.00006645732,0.00012827858,0.00032277976,0.000008968816,0.00020187563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000909255,0.00028546137,0.00031511718,0.000055702832,0.0002630018,0.00003236875,0.00031812495,0.0002654219,0.00035093215],"category_scores_gemma":[0.0000032703072,0.00031276472,0.00011077682,0.00000365317,0.00047039834,0.000104435756,0.00054434774,0.00018503967,0.00012639635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016255371,0.00003264796,0.00019924878,0.00013706999,0.0002424796,0.0014350683,0.00013724575,0.0000025125753,0.000027781345,0.4698532,0.49257627,0.03519395],"study_design_scores_gemma":[0.00016381689,0.000026151369,0.00008041202,0.000092701375,0.00017524522,0.000017409306,0.000057603887,0.000029930176,0.000040550807,0.000008592298,0.9989387,0.00036888293],"about_ca_topic_score_codex":0.0012246935,"about_ca_topic_score_gemma":0.000023709397,"teacher_disagreement_score":0.50636244,"about_ca_system_score_codex":0.00017780394,"about_ca_system_score_gemma":0.000018659202,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W2507416181","doi":"","title":"The effect of ecological changes in Lake Victoria on the present trophic characteristics of Oreochromis niloticus in relation to the species' role as a stabilizing factor of biomanipulation","year":2021,"lang":"en","type":"other","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Cichlid; Biomanipulation; Lake ecosystem; Trophic level; Fishery; Ecology; Ecosystem; Fishing; Geography; Fish <Actinopterygii>; Environmental science; Biology; Eutrophication; Nutrient","score_opus":0.014290879871169756,"score_gpt":0.22698047334205307,"score_spread":0.21268959347088331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507416181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922951,0.00006475212,0.000008626543,0.0035141269,0.00036751223,0.00083183957,0.00019660288,0.0000054800466,0.0027159923],"genre_scores_gemma":[0.98481727,0.00005759878,0.000035110934,0.00001517843,0.00005464522,0.000018758501,0.0008034707,0.000014967701,0.0141830025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864465,0.0002550678,0.0003197854,0.00024334849,0.00042249434,0.00011463065],"domain_scores_gemma":[0.99855775,0.0006305091,0.00040526222,0.00023669934,0.00013735199,0.000032404852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004381204,0.00013124969,0.0001829768,0.0004423679,0.00031738548,0.000062643056,0.0002523181,0.00009920805,0.004137949],"category_scores_gemma":[0.0011556488,0.000069295114,0.00002833946,0.004759998,0.00025270684,0.000059311118,0.0001062644,0.000101383914,0.000031091367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062561,0.0009121811,0.8818364,0.00029327426,0.00015564398,0.0000013473032,0.017757524,0.0009164049,0.021752652,0.034323186,0.040991716,0.000997092],"study_design_scores_gemma":[0.00020663162,0.00010830656,0.9512606,0.00015931511,0.000029843306,0.0000015977809,0.0017616204,0.0004125352,0.0009768642,0.00007840843,0.044865105,0.0001391155],"about_ca_topic_score_codex":0.00030613694,"about_ca_topic_score_gemma":0.0077405027,"teacher_disagreement_score":0.06942424,"about_ca_system_score_codex":0.00011338164,"about_ca_system_score_gemma":0.000043586282,"threshold_uncertainty_score":0.9967724},"labels":[],"label_agreement":null},{"id":"W2518236976","doi":"","title":"Technical report on the environmental monitoring of the cage area at the Source of the Nile (SON) Fish Farm for quarter 4: October-December 2011","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Wildlife; Environmental science; Fish <Actinopterygii>; Fishery; Geography; Biota; Environmental protection; Hydrology (agriculture); Ecology; Engineering; Archaeology; Biology","score_opus":0.015482404567198526,"score_gpt":0.21096567458640728,"score_spread":0.19548327001920876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518236976","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485585,0.00018909655,0.00015927147,0.026219755,0.002976132,0.0026815692,0.0012756017,0.000027271477,0.017912814],"genre_scores_gemma":[0.36443102,0.000029140096,0.00009057323,0.00019874793,0.00010665454,0.00003503789,0.0015866077,0.000017892475,0.63350433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811757,0.00010353174,0.0004238055,0.0004247169,0.00076834066,0.00016206072],"domain_scores_gemma":[0.99801844,0.0003983011,0.0006443804,0.00070149027,0.00018852678,0.000048851565],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042343774,0.00020517201,0.00016809013,0.00011240561,0.002446722,0.000111891044,0.00065212854,0.0001447597,0.0038130344],"category_scores_gemma":[0.00035625685,0.000099562174,0.00014474173,0.0014710749,0.0009872792,0.00012474274,0.0004352693,0.00021508492,0.000076650256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004100629,0.00024140306,0.07439946,0.0000321989,0.00007155849,3.2310552e-7,0.0024292113,0.00022070103,0.0022283695,0.0040329113,0.91623497,0.000104780425],"study_design_scores_gemma":[0.00029111974,0.000031788175,0.2119411,0.00019439126,0.0003356539,0.00010565891,0.0051652007,0.00013655743,0.0033671597,0.0005807753,0.77741206,0.00043855922],"about_ca_topic_score_codex":0.000082507824,"about_ca_topic_score_gemma":0.0005800438,"teacher_disagreement_score":0.6155915,"about_ca_system_score_codex":0.0003651422,"about_ca_system_score_gemma":0.0001544217,"threshold_uncertainty_score":0.99885195},"labels":[],"label_agreement":null},{"id":"W2536078643","doi":"10.3390/su8101062","title":"A Bottom-Up Understanding of Illegal, Unreported, and Unregulated Fishing in Lake Victoria","year":2016,"lang":"en","type":"article","venue":"Sustainability","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishing; Fisheries management; Business; Ecosystem approach; Fishery; Corporate governance; Stakeholder; Environmental resource management; Environmental planning; Ecosystem; Geography; Economics; Ecology; Political science; Finance; Public relations","score_opus":0.01536326122050967,"score_gpt":0.22395255090425947,"score_spread":0.2085892896837498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536078643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972297,0.000007763298,0.00069543754,0.000919166,0.0000880857,0.000266248,0.000014734732,0.000019514297,0.0007593591],"genre_scores_gemma":[0.9996122,0.0000036788797,0.000057695215,0.000010054733,0.000007275124,0.0000022574259,0.0000010975175,0.0000034693342,0.00030223318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893016,0.00008717886,0.00026908753,0.00028831363,0.00019199851,0.00023326857],"domain_scores_gemma":[0.99944735,0.000114282535,0.00011633765,0.00022358049,0.000027954653,0.0000704845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008341359,0.00009462721,0.0001742565,0.000033727214,0.00007759543,0.000012166468,0.00009660867,0.00008125391,0.00048348928],"category_scores_gemma":[0.0004873149,0.00006604719,0.000033176486,0.00021986742,0.00028857932,0.0002556429,0.00020015512,0.00006546937,0.000004327113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034203356,0.00003529648,0.99682826,0.000050163093,0.0000053773015,0.000013561994,0.0007289429,0.000005163618,0.00058974914,0.0006583113,0.0003413742,0.0007096248],"study_design_scores_gemma":[0.000893805,0.000072920004,0.9675524,0.000046232508,0.000011731767,0.000005716733,0.0034088516,0.000176478,0.00034937522,0.025091898,0.0021991173,0.00019145603],"about_ca_topic_score_codex":0.0017561227,"about_ca_topic_score_gemma":0.008182805,"teacher_disagreement_score":0.029275814,"about_ca_system_score_codex":0.0012958454,"about_ca_system_score_gemma":0.000046186888,"threshold_uncertainty_score":0.5293869},"labels":[],"label_agreement":null},{"id":"W2540966109","doi":"10.1111/fme.12163","title":"Age validation, growth and mortality of introduced <i>Tilapia zillii</i> in Crater Lake Nkuruba, Uganda","year":2016,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Natural Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Wildlife Conservation Society; International Foundation for Science","keywords":"Fishery; Fishing; Otolith; Tilapia; Fish <Actinopterygii>; Biology; Geography","score_opus":0.010218816183058435,"score_gpt":0.18282317273407425,"score_spread":0.1726043565510158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540966109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915514,0.000004160266,0.00005185491,0.00068984745,0.00009217236,0.00016998708,0.000011014822,0.0000086765,0.0074209124],"genre_scores_gemma":[0.9983316,0.00008702233,0.00015253437,0.0001189274,0.000011903069,0.000008029993,0.00000613833,0.0000026909033,0.0012811742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993412,0.000041422823,0.00016948461,0.00022444621,0.00007424092,0.00014919252],"domain_scores_gemma":[0.99976695,0.000024535766,0.000065764536,0.00010760878,0.0000035686135,0.000031579948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020436184,0.000079816426,0.00015157319,0.000026178788,0.000052489373,0.000015038413,0.000077155906,0.000044329074,0.0014232888],"category_scores_gemma":[0.0000137678135,0.000056503653,0.000013288139,0.000066840104,0.00019860794,0.000174814,0.00027703715,0.000023605113,0.000024443669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014414041,0.000024965135,0.9950166,0.00003791588,0.000015044434,0.000011487542,0.00014140537,3.865895e-7,0.00037393256,0.00021962816,0.0034231858,0.00072105066],"study_design_scores_gemma":[0.0004457975,0.00006465995,0.9915243,0.0000059991526,0.000016100774,7.471968e-7,0.00008065134,0.000005736379,0.00037375468,0.0010629395,0.0063371933,0.00008216191],"about_ca_topic_score_codex":0.00017141955,"about_ca_topic_score_gemma":0.0049843807,"teacher_disagreement_score":0.0067802053,"about_ca_system_score_codex":0.000018312681,"about_ca_system_score_gemma":0.0000011701569,"threshold_uncertainty_score":0.99948955},"labels":[],"label_agreement":null},{"id":"W2549943718","doi":"","title":"Kenya's cut-flowers: An unsustainable industry on Lake Naivasha","year":2010,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Livelihood; Population; Environmental degradation; Business; Natural resource economics; Economics; Geography; Ecology; Agriculture; Sociology","score_opus":0.00568971164604312,"score_gpt":0.1725643778890342,"score_spread":0.16687466624299108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549943718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89418805,4.7153898e-7,0.000027149144,0.015545988,0.00022363491,0.00025521617,0.00006432423,0.0002418915,0.0894533],"genre_scores_gemma":[0.88049847,0.0000061322517,0.0011511914,0.0004385116,0.00008772723,3.8300146e-7,0.000042754542,0.0000199867,0.117754824],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983583,0.00010224638,0.0001101251,0.00056846754,0.00036154935,0.00049931055],"domain_scores_gemma":[0.99876946,0.000040031024,0.00011453695,0.00061626086,0.000011195347,0.00044852978],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009833461,0.00025269986,0.00021120801,0.0001121004,0.00049580407,0.00009267603,0.00076431036,0.00045911258,0.01271225],"category_scores_gemma":[0.000022441078,0.0002581303,0.00010031603,0.0004814377,0.00025193233,0.0021434245,0.00062824663,0.0008735041,0.0011293513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012178022,0.0003494454,0.5149839,0.00001998982,0.000023987508,0.00045609107,0.00048169095,0.00011990523,0.00007411402,0.00277963,0.48012206,0.00046741642],"study_design_scores_gemma":[0.00062094565,0.00029016548,0.08164861,0.00001907307,0.000030833216,0.0000012899592,0.0029324135,0.000053843836,0.001113766,0.0003002987,0.9124718,0.0005170083],"about_ca_topic_score_codex":0.0057119466,"about_ca_topic_score_gemma":0.0013982197,"teacher_disagreement_score":0.43333527,"about_ca_system_score_codex":0.000117789576,"about_ca_system_score_gemma":0.00006381649,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W2554270114","doi":"","title":"Economic impacts of globalisation at the district, landing site and sub-sector enterprise levels on Lakes Kyoga, Albert and Victoria","year":2003,"lang":"en","type":"other","venue":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Livelihood; Interim; Fish <Actinopterygii>; Revenue; Work (physics); Fishery; Government (linguistics); Business; Globalization; Geography; Economic growth; Agricultural economics; Political science; Economics; Engineering; Finance; Agriculture","score_opus":0.006147860766647587,"score_gpt":0.17720899053764072,"score_spread":0.17106112977099314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554270114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8347627,0.000030127183,0.00008692125,0.001124745,0.0011890917,0.0004295786,0.00076365506,0.000044418775,0.16156878],"genre_scores_gemma":[0.79363996,0.00022219605,0.000024481395,0.00009555493,0.00018454817,5.517019e-7,0.00009352854,0.00004144037,0.20569775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774665,0.00029781964,0.00030022988,0.0006625559,0.00070403237,0.00028869207],"domain_scores_gemma":[0.99818283,0.00036664115,0.00081983366,0.0005189491,0.00004831995,0.00006343155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033799172,0.0004230295,0.0003556173,0.00021724809,0.000554764,0.00010999404,0.0014961715,0.00023461971,0.0017151879],"category_scores_gemma":[0.000035707635,0.000321716,0.00021813328,0.00016227529,0.00072700134,0.0002931957,0.0012027561,0.00038314197,0.00023118002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019591923,0.00047815096,0.3851264,0.00013274304,0.0045796675,0.00043845567,0.0051710913,0.00474179,0.03478852,0.023433397,0.5384021,0.0007484872],"study_design_scores_gemma":[0.0063585127,0.00044688495,0.14897658,0.0008589625,0.0016780338,0.0007687237,0.005544999,0.033572923,0.003319178,0.0006583921,0.7953619,0.0024549176],"about_ca_topic_score_codex":0.00897376,"about_ca_topic_score_gemma":0.006036292,"teacher_disagreement_score":0.2569598,"about_ca_system_score_codex":0.0021559836,"about_ca_system_score_gemma":0.00006136365,"threshold_uncertainty_score":0.99992347},"labels":[],"label_agreement":null},{"id":"W2554319912","doi":"10.1007/s10750-016-2925-1","title":"Stable isotope evidence from formalin–ethanol-preserved specimens indicates dietary shifts and increasing diet overlap in Lake Victoria cichlids","year":2016,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Netherlands Organization for International Cooperation in Higher Education","keywords":"Trophic level; Biology; δ13C; Ecology; Isotope analysis; δ15N; Ecosystem; Cichlid; Stable isotope ratio; Environmental change; Transect; Zoology; Fishery; Climate change; Fish <Actinopterygii>","score_opus":0.026308867011511236,"score_gpt":0.21916725480313173,"score_spread":0.1928583877916205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554319912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998339,0.0001871645,0.000036764795,0.00034969635,0.00014863153,0.00025609953,0.0001744846,0.00004239787,0.00046578093],"genre_scores_gemma":[0.99881274,0.00019391191,0.0006953211,0.00009023849,0.000051262483,0.000008261911,0.000023901282,0.000006865255,0.000117525735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849623,0.00018359901,0.000281376,0.0004783908,0.00016008352,0.00040031064],"domain_scores_gemma":[0.9990092,0.000452105,0.00014120707,0.0002825372,0.00000557218,0.00010936598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065119186,0.00019439153,0.00026823586,0.000035183708,0.00012536655,0.00003269284,0.0003440587,0.00016543636,0.0015538373],"category_scores_gemma":[0.00020980282,0.00012461693,0.000042777752,0.00014351206,0.00020077766,0.00058684184,0.0007889209,0.000118101314,0.00045150868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014922964,0.000031445154,0.88108474,0.000006435112,0.000012166911,0.000011540845,0.00021466904,0.000003553523,0.11793131,0.0000053687054,0.0004011267,0.0001483904],"study_design_scores_gemma":[0.0005146973,0.00019014007,0.9917533,0.00019208514,0.000013579461,0.0000016257778,0.00005495474,0.00018494154,0.0049724597,0.0005147743,0.0013489537,0.00025853116],"about_ca_topic_score_codex":0.006875104,"about_ca_topic_score_gemma":0.011307314,"teacher_disagreement_score":0.11295885,"about_ca_system_score_codex":0.00013758606,"about_ca_system_score_gemma":0.000009761366,"threshold_uncertainty_score":0.9997382},"labels":[],"label_agreement":null},{"id":"W2558940000","doi":"10.1016/j.jglr.2016.11.007","title":"Paradigm shifts required to promote ecosystem modeling for ecosystem-based fishery management for African inland lakes","year":2016,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; U.S. Department of State","keywords":"Ecosystem; Ecosystem model; Ecosystem management; Environmental science; Fisheries management; Environmental resource management; Fishery; Threatened species; Ecology; Fishing; Habitat; Biology","score_opus":0.07407965438521949,"score_gpt":0.30242040697571215,"score_spread":0.22834075259049266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558940000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93949467,0.000036811398,0.05171844,0.004482108,0.00022954929,0.0022670727,0.00027960626,0.000016753718,0.0014749785],"genre_scores_gemma":[0.9943396,0.000013298916,0.00421399,0.000032790387,0.0001967518,0.0000942116,0.0000027837982,0.000021242844,0.001085353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713385,0.00019895265,0.00063858466,0.00037030815,0.000990036,0.0006682443],"domain_scores_gemma":[0.9985725,0.00036675308,0.00023552561,0.00033303938,0.00012334387,0.00036878022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041805743,0.00018204418,0.00041454044,0.00024881418,0.00037536357,0.000112479334,0.0006517595,0.00009632182,0.00014166406],"category_scores_gemma":[0.00017684598,0.000111948306,0.00022248512,0.00029197006,0.000044171724,0.00032595804,0.0001669837,0.00011286087,0.00010548199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025607495,0.0031987077,0.24046974,0.010346132,0.0029189324,0.0013314533,0.007847127,0.041893553,0.03752915,0.0039884327,0.39334992,0.23151937],"study_design_scores_gemma":[0.015239717,0.008738879,0.0043322705,0.004779763,0.00030131053,0.000108937624,0.002000109,0.21947868,0.0037489473,0.0061559402,0.73354495,0.0015704858],"about_ca_topic_score_codex":0.000032372678,"about_ca_topic_score_gemma":0.0009008281,"teacher_disagreement_score":0.34019503,"about_ca_system_score_codex":0.00072305015,"about_ca_system_score_gemma":0.000054775417,"threshold_uncertainty_score":0.45651194},"labels":[],"label_agreement":null},{"id":"W2574134167","doi":"10.22621/cfn.v119i1.197","title":"\"The Bird Almanac: A Guide to Essential Facts and Figures of the World's Birds\" by David M. Bird [book review]","year":2005,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"History; Geography; Environmental ethics; Philosophy","score_opus":0.006649796120774475,"score_gpt":0.22097898057895232,"score_spread":0.21432918445817783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574134167","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13022281,0.03794524,0.000007836369,0.7882208,0.001023759,0.0026209194,0.00026690302,0.00010418632,0.039587494],"genre_scores_gemma":[0.8131694,0.0020288876,0.00007858654,0.08708821,0.00015572096,0.000011417163,0.000004479918,0.000024946585,0.09743835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989089,0.000092756534,0.00021810175,0.00021306869,0.00026054544,0.00030666043],"domain_scores_gemma":[0.99903363,0.00013220162,0.00010220934,0.0004969395,0.000014238996,0.00022075161],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003710333,0.00013070232,0.00014519769,0.000021578446,0.00070133584,0.00004205241,0.00071060815,0.000058912898,0.0020681187],"category_scores_gemma":[0.00012771811,0.00006648233,0.00007035235,0.00022930012,0.00019577444,0.00009039768,0.0001905994,0.00018683396,0.00047720585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035876126,0.000002798446,0.0018993693,0.000014890008,0.000010386751,0.0000015188575,0.00012224235,0.000004990605,0.00027124025,0.000060826762,0.9955095,0.0020986518],"study_design_scores_gemma":[0.000072516166,0.000010167133,0.0045752623,0.00009535389,0.000026886193,0.000005193408,0.000037294467,0.00003617781,0.0009894338,0.000012655109,0.9940284,0.00011067332],"about_ca_topic_score_codex":0.43934724,"about_ca_topic_score_gemma":0.96161944,"teacher_disagreement_score":0.70113266,"about_ca_system_score_codex":0.00020543594,"about_ca_system_score_gemma":0.000045982324,"threshold_uncertainty_score":0.99884415},"labels":[],"label_agreement":null},{"id":"W2596734964","doi":"","title":"Fishing gear selectivity in relation to their manufacture and to the management of fisheries of the Nile perch, the Nile tilapia, and Rastrineobola argentea (Mukene) in Lakes Victoria and Kyoga","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Nile tilapia; Fishery; Fishing; Perch; Fish <Actinopterygii>; Biology; Geography; Ecology; Oreochromis","score_opus":0.009140733485184854,"score_gpt":0.19475541677076696,"score_spread":0.18561468328558212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596734964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98954535,0.00016434139,0.000037620943,0.007593826,0.00022476504,0.00068242697,0.00014182724,0.000004513532,0.0016053446],"genre_scores_gemma":[0.94745755,0.0002105648,0.00031560243,0.000117563104,0.000029975628,0.000015522952,0.00043393395,0.0000084955345,0.05141082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998912,0.000101793914,0.00024270419,0.00033413386,0.00029692787,0.00011244109],"domain_scores_gemma":[0.99930537,0.00015613802,0.00015812209,0.00019540389,0.00013549464,0.00004944574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040189968,0.0001435012,0.00014650986,0.0002562736,0.0006963639,0.0001642087,0.00020175579,0.00008037358,0.00027257742],"category_scores_gemma":[0.0001361355,0.00008596307,0.000017731225,0.0028505847,0.00023944628,0.00026533802,0.0003285829,0.00014167103,0.000004713519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022011847,0.00031630718,0.6638824,0.00043310825,0.00017065258,0.0000012820648,0.082530096,0.0015570167,0.0014274851,0.01919578,0.2278827,0.0025811833],"study_design_scores_gemma":[0.00016259005,0.000013867338,0.9066093,0.00016782571,0.000046057754,0.000007921887,0.0068054977,0.00018078384,0.00015254546,0.00066352484,0.08502581,0.0001642768],"about_ca_topic_score_codex":0.00033974767,"about_ca_topic_score_gemma":0.0063439435,"teacher_disagreement_score":0.24272692,"about_ca_system_score_codex":0.00012473404,"about_ca_system_score_gemma":0.00006312103,"threshold_uncertainty_score":0.53559387},"labels":[],"label_agreement":null},{"id":"W2599961282","doi":"10.18697/ajfand.77.15440","title":"Tackling community undernutrition at lake Bogoria, Kenya: The potential of spirulina (Arthrospira fusiformis) as a food supplement","year":2017,"lang":"en","type":"article","venue":"African Journal of Food Agriculture Nutrition and Development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Commission for Science and Technology; Government of the Republic of Kenya; McMaster University","keywords":"Arthrospira; Spirulina (dietary supplement); Malnutrition; Cyanobacteria; Geography; Biology; Medicine; Ecology; Internal medicine","score_opus":0.016899188465041712,"score_gpt":0.20815136950108112,"score_spread":0.19125218103603941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599961282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965797,0.00017635911,0.00024697208,0.0019129313,0.00016155923,0.0002970986,0.000057711746,0.0000052931077,0.0005623404],"genre_scores_gemma":[0.9979628,0.00016846297,0.0016292951,0.00007531699,0.000096423624,0.00000553897,0.000021272794,0.0000032765004,0.000037637066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864626,0.000100838115,0.00046460153,0.00011724047,0.0004873202,0.00018371308],"domain_scores_gemma":[0.9987669,0.00003343696,0.00081430475,0.00017009201,0.00008472625,0.00013054098],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005972847,0.0001489002,0.0002427595,0.000026956744,0.0014893361,0.00008024289,0.00035240612,0.00007365468,0.00025086623],"category_scores_gemma":[0.000031060285,0.00008680984,0.000096708645,0.000064486616,0.00016057832,0.00024639018,0.00031353722,0.00022406496,0.000013544452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003363516,0.018031282,0.4072081,0.0022845743,0.0037514104,0.00030138245,0.06483457,0.00029406778,0.20150328,0.0026452292,0.22691865,0.068863906],"study_design_scores_gemma":[0.008631667,0.0046743704,0.62366277,0.0006297871,0.00020859328,0.0007401974,0.024436263,0.000013217267,0.04816813,0.0024819078,0.2856443,0.0007087897],"about_ca_topic_score_codex":0.0000680783,"about_ca_topic_score_gemma":0.0024387597,"teacher_disagreement_score":0.21645465,"about_ca_system_score_codex":0.0001585441,"about_ca_system_score_gemma":0.000024149318,"threshold_uncertainty_score":0.9998106},"labels":[],"label_agreement":null},{"id":"W2603567754","doi":"10.1023/a:1021174606377","title":"Reminiscing briefly about Environmental Biology of Fishes (1976–2002)","year":2002,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Commit; Government (linguistics); Publication; Publishing; Mainstream; Law; Political science; History; Sociology; Philosophy; Computer science","score_opus":0.01394093050990141,"score_gpt":0.19017997809355314,"score_spread":0.17623904758365172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603567754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881078,0.00073042756,0.00004887771,0.00022231771,0.00019496905,0.00028451037,0.000495703,0.000025225538,0.009890163],"genre_scores_gemma":[0.9970253,0.00069026847,0.0009953111,0.00017406524,0.000052553576,0.000008615265,0.0000823671,0.000017232807,0.0009542557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977521,0.00016724781,0.0006780916,0.00066191884,0.00023001082,0.0005106623],"domain_scores_gemma":[0.998746,0.0001525018,0.00047992115,0.00047406903,0.0000011785049,0.00014634518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002902198,0.00034166218,0.00056838663,0.00006187036,0.0001920119,0.0000067757337,0.0005440071,0.00033547136,0.02998324],"category_scores_gemma":[0.00002867803,0.00030902322,0.0002138434,0.000092727976,0.0020575,0.0001882972,0.0005971219,0.00019996408,0.0012000225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022507622,0.0003352714,0.81482756,0.000012960226,0.0000581172,0.0000054025136,0.00058277673,0.000013075006,0.17037115,0.000017319588,0.004442783,0.009311064],"study_design_scores_gemma":[0.0016017199,0.0014115755,0.8241739,0.00005078584,0.000117479045,0.00005502546,0.0012098895,0.0005084133,0.10341267,0.00033223908,0.066217974,0.0009083176],"about_ca_topic_score_codex":0.00040199596,"about_ca_topic_score_gemma":0.000036289333,"teacher_disagreement_score":0.06695847,"about_ca_system_score_codex":0.00017712249,"about_ca_system_score_gemma":0.0000029617868,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W2606960567","doi":"10.1016/j.sajb.2017.01.153","title":"A preliminary assessment of the role of aquarium plant trade in the spread of non-native aquatic plants in South Africa: A DNA barcoding approach","year":2017,"lang":"en","type":"article","venue":"South African Journal of Botany","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Biology; Geography; Ecology","score_opus":0.02069761478142723,"score_gpt":0.22426681104289636,"score_spread":0.20356919626146913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606960567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99451965,0.00005296457,0.00021560056,0.000084882304,0.000046419245,0.00031050268,0.00010824724,8.735087e-7,0.0046608537],"genre_scores_gemma":[0.99932075,0.0000030400727,0.00063776394,0.0000058088644,0.00001620191,0.000002812451,3.3010872e-7,0.000005027963,0.0000082971965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798006,0.00025903565,0.00066846213,0.00015406648,0.00070916046,0.00022922686],"domain_scores_gemma":[0.99764466,0.00014647662,0.0017648864,0.00037630007,0.000009304821,0.00005839892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016161822,0.0001393714,0.0004466735,0.00007838214,0.00011176748,0.000016547616,0.0010509886,0.000053937714,0.000016368609],"category_scores_gemma":[0.000111504116,0.00007910773,0.00015313976,0.00017098244,0.00033020112,0.00016830982,0.00021383961,0.00030215943,9.410208e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017658886,0.0004131605,0.8454085,0.00004168239,0.000050977545,0.000020892923,0.14732099,0.00037386437,0.0058258655,0.000033325614,0.000024844587,0.00030929508],"study_design_scores_gemma":[0.00087717705,0.00042770707,0.892617,0.00029411225,0.00005732489,0.00001865443,0.09478088,0.009564017,0.0010268907,0.00021899994,0.000010176948,0.000107077685],"about_ca_topic_score_codex":0.00020828121,"about_ca_topic_score_gemma":0.00006611035,"teacher_disagreement_score":0.05254011,"about_ca_system_score_codex":0.00010730136,"about_ca_system_score_gemma":0.00006832453,"threshold_uncertainty_score":0.32259196},"labels":[],"label_agreement":null},{"id":"W2746817808","doi":"10.1242/jeb.163022","title":"Elevated temperature and acclimation time affect metabolic performance in the heavily exploited Nile perch of Lake Victoria","year":2017,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Acclimatization; Perch; Fishery; Biology; Affect (linguistics); Ecology; Zoology; Environmental science; Fish <Actinopterygii>; Psychology","score_opus":0.015035621878262614,"score_gpt":0.2603609986835857,"score_spread":0.24532537680532307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746817808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989726,0.00019321578,6.126973e-7,0.00014214063,0.00012933469,0.0001149958,0.000009207492,0.0000017015258,0.00043618388],"genre_scores_gemma":[0.9996868,0.0000811367,0.00010964461,0.00005233287,0.000046127545,0.0000016910734,0.000004450052,0.0000023321525,0.000015477957],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993209,0.00012059478,0.00023252741,0.00009419423,0.00011684492,0.00011491328],"domain_scores_gemma":[0.99944633,0.00003712852,0.0003297541,0.00014403104,0.000011614333,0.00003116019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005308296,0.000083164574,0.00021249584,0.000033436427,0.00015666074,0.000023933182,0.00028754753,0.00007777877,0.00032517797],"category_scores_gemma":[0.000032806143,0.00004888179,0.000042800704,0.000054877433,0.0001494295,0.00026912696,0.00010780461,0.00012255226,0.000022443264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005336352,0.00006056564,0.3448032,0.000002551499,0.000008724272,0.0000023120633,0.00091496436,0.0000012838472,0.653893,0.000009563604,0.00016529973,0.00008515137],"study_design_scores_gemma":[0.0009299991,0.0006695658,0.8162009,0.000028982111,0.000014654579,0.00007469469,0.0011926228,0.00015706071,0.17927499,0.000012440091,0.001345415,0.00009864637],"about_ca_topic_score_codex":0.00007829051,"about_ca_topic_score_gemma":0.000069112844,"teacher_disagreement_score":0.47461802,"about_ca_system_score_codex":0.000030434556,"about_ca_system_score_gemma":0.0000062561917,"threshold_uncertainty_score":0.35604706},"labels":[],"label_agreement":null},{"id":"W2762724400","doi":"10.3366/anh.2017.0445","title":"The contribution of Henry Charles Williamson (1871–1949) to Scottish and Canadian fisheries research","year":2017,"lang":"en","type":"article","venue":"Archives of Natural History","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Herring; Fish <Actinopterygii>; Fishery; Settlement (finance); Biology","score_opus":0.021956287804928577,"score_gpt":0.23551575249770337,"score_spread":0.2135594646927748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762724400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889887,0.001373319,0.0000025573722,0.001446775,0.0002118751,0.00017854653,0.000021780423,0.000003107198,0.0077733574],"genre_scores_gemma":[0.9980534,0.00016554461,0.00013551801,0.000028262813,0.000016628479,0.0000020626553,0.0000025037407,0.0000022121783,0.0015939174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992942,0.00006810734,0.00010433589,0.0001360573,0.00019818105,0.00019907817],"domain_scores_gemma":[0.9993767,0.00014541452,0.00009073751,0.0002571961,0.000014810438,0.000115147246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033428002,0.000053881446,0.00010160207,0.00003515585,0.0006643906,0.000013083734,0.00036790434,0.000026907372,0.00004360355],"category_scores_gemma":[0.00025006005,0.000039499497,0.000029396688,0.000020921607,0.0012378389,0.00012800052,0.00023003663,0.0001200197,0.000014649252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023018227,0.00003377331,0.79394484,0.000046809975,0.000035219557,0.00001296317,0.0047338493,0.0000014374237,0.020257998,0.0014669637,0.09503882,0.084197134],"study_design_scores_gemma":[0.00010381218,0.000074652155,0.80029744,0.00003216397,0.0000034257564,0.0000011949851,0.00013246802,0.000057294852,0.00060280436,0.00028497662,0.19835398,0.000055789893],"about_ca_topic_score_codex":0.18168482,"about_ca_topic_score_gemma":0.47523937,"teacher_disagreement_score":0.29355454,"about_ca_system_score_codex":0.00020312982,"about_ca_system_score_gemma":0.000042880518,"threshold_uncertainty_score":0.8237644},"labels":[],"label_agreement":null},{"id":"W2767617061","doi":"10.15845/jaf.v1i1.1319","title":"The Fish that Disappeared","year":2017,"lang":"en","type":"article","venue":"Journal of Anthropological Films","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fish <Actinopterygii>; Fishery; Quarter (Canadian coin); Geography; Fish stock; Scarcity; Biology; Archaeology; Economics","score_opus":0.037093792690408606,"score_gpt":0.2770975994421165,"score_spread":0.24000380675170788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767617061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97358054,0.000047365203,0.00013979267,0.011427344,0.00071788597,0.000055034692,0.000005823737,0.000004955521,0.014021264],"genre_scores_gemma":[0.9985366,0.00023594873,0.00026004814,0.00013618093,0.00006520103,1.6787041e-7,1.5233988e-7,0.0000015782679,0.00076413807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929464,0.000041429546,0.00016262288,0.00007554571,0.0002708621,0.00015492213],"domain_scores_gemma":[0.9992162,0.000072896895,0.0004008261,0.00021792424,0.000009570877,0.00008259382],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004441043,0.000061971776,0.00012695591,0.000004153608,0.0013585425,0.000119205186,0.00065119524,0.000052741445,0.003953135],"category_scores_gemma":[0.0002247807,0.000027774477,0.000107950735,0.000015348773,0.0011269687,0.00018475248,0.0002768017,0.00014584682,0.00016818562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007400772,0.00010211164,0.7295666,0.0000022056947,0.000030017936,0.0001427634,0.000108783934,0.0000090193935,0.00055029197,0.0002357768,0.25648072,0.012697691],"study_design_scores_gemma":[0.00037694923,0.0004178259,0.8718945,0.000016186117,0.000018639153,0.00010155021,0.001413732,0.00013155986,0.0007244412,0.0008568728,0.12393673,0.000111010675],"about_ca_topic_score_codex":0.00018120467,"about_ca_topic_score_gemma":0.00013086267,"teacher_disagreement_score":0.1423279,"about_ca_system_score_codex":0.000030880045,"about_ca_system_score_gemma":0.0000045838387,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W2785511194","doi":"10.5539/jsd.v11n1p44","title":"Assessing Land Use and Land Cover Changes in the Murchison Bay Catchment of Lake Victoria Basin in Uganda","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drainage basin; Land use; Land cover; Wetland; Urbanization; Water resource management; Population; Catchment area; Environmental science; Geography; Bay; Murchison meteorite; Hydrology (agriculture); Ecology; Geology; Cartography","score_opus":0.016227642723397953,"score_gpt":0.22791733334493078,"score_spread":0.2116896906215328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785511194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990544,0.000024621251,0.000047742145,0.00035496437,0.00006580568,0.00014275243,0.0000011056215,0.0000010110144,0.0003076062],"genre_scores_gemma":[0.99887115,0.000025322752,0.0007964528,0.00008892295,0.00003187986,0.0000013548843,8.026716e-7,0.0000026234766,0.00018151771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999026,0.00008341109,0.000280129,0.000095718264,0.00031129215,0.00020346674],"domain_scores_gemma":[0.9995563,0.000075297605,0.00021858166,0.000066511486,0.00004048886,0.00004284082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014770596,0.00008188681,0.00017699444,0.000085794454,0.00008746772,0.00007126446,0.00012783337,0.00003971714,0.00014102984],"category_scores_gemma":[0.000058205278,0.000051874817,0.000014403085,0.00019178727,0.00006441544,0.00035574357,0.000117985895,0.0000998319,0.0000040584914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033564145,0.000066575056,0.9912788,0.000030962852,0.000007472478,0.00010551732,0.0076220995,0.000022407608,0.000079194404,0.000005522393,0.00034358734,0.0004042457],"study_design_scores_gemma":[0.0005900039,0.000091838825,0.9621747,0.00007055638,0.000006161222,0.000018106784,0.0056803664,0.000034083096,0.00047176486,0.000031395437,0.030758867,0.00007211603],"about_ca_topic_score_codex":0.00063614297,"about_ca_topic_score_gemma":0.007685469,"teacher_disagreement_score":0.03041528,"about_ca_system_score_codex":0.00028918628,"about_ca_system_score_gemma":0.000071146824,"threshold_uncertainty_score":0.4288672},"labels":[],"label_agreement":null},{"id":"W2794955682","doi":"10.1093/biolinnean/bly027","title":"Contemporary phenotypic change in correlated characters in the African cyprinid, Rastrineobola argentea","year":2018,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Geographic Society","keywords":"Biology; Pelagic zone; Trophic level; Phenotypic plasticity; Ecology; Gill; Phenotype; Zoology; Fish <Actinopterygii>; Fishery; Gene","score_opus":0.07329653711120285,"score_gpt":0.24375417848362244,"score_spread":0.1704576413724196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794955682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963886,0.00006839597,0.000017876735,0.0022564912,0.000280537,0.00021552668,0.0000066665903,0.0000042661463,0.0007616362],"genre_scores_gemma":[0.99790996,0.00004957357,0.00008847992,0.001711236,0.00020676565,0.0000016857718,0.0000011733291,0.000002358805,0.000028790859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987936,0.00030759347,0.00035331436,0.00013136279,0.00021287786,0.00020126393],"domain_scores_gemma":[0.9993495,0.000104437684,0.0003368143,0.00014613786,0.000013120263,0.0000500036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014173093,0.000105465275,0.00019585958,0.0000108779495,0.00011146477,0.000015484342,0.0006829053,0.000112799324,0.00018676282],"category_scores_gemma":[0.00006774317,0.000046206595,0.00020590759,0.00031363027,0.0003407091,0.00009460408,0.00023694335,0.0003905738,0.000060911545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007057083,0.00014491391,0.9892849,0.000001722847,0.000013789092,0.000010214474,0.0035325843,0.000002169567,0.0008791859,0.0000127242065,0.005299421,0.0007478357],"study_design_scores_gemma":[0.0005517861,0.00020997923,0.9911895,0.00002892015,0.0000051826078,0.0000180783,0.0017964417,0.00022793264,0.00006201193,0.00008162045,0.0057488256,0.00007974462],"about_ca_topic_score_codex":0.00022134182,"about_ca_topic_score_gemma":0.00003663056,"teacher_disagreement_score":0.0019046082,"about_ca_system_score_codex":0.00012558917,"about_ca_system_score_gemma":0.000012051027,"threshold_uncertainty_score":0.2044922},"labels":[],"label_agreement":null},{"id":"W2798312162","doi":"10.1017/cbo9780511606595","title":"Darwin's Fishes","year":2004,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Darwin (ADL); Ichthyology; Context (archaeology); Charles darwin; Encyclopedia; Evolutionary ecology; Fish <Actinopterygii>; Ecology; Biology; Environmental ethics; Genealogy; Zoology; Darwinism; Evolutionary biology; Philosophy; History; Fishery; Computer science; Paleontology","score_opus":0.013401162882819884,"score_gpt":0.16369358010462326,"score_spread":0.15029241722180336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798312162","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006521519,0.000021976528,0.00020271212,0.000017823037,0.00022147066,0.00038173818,0.00032038838,0.000121926874,0.9980598],"genre_scores_gemma":[0.0012514521,0.000015269783,0.00014512012,0.000087631415,0.00009320738,3.3724015e-7,0.00007677832,0.000021170486,0.998309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998468,0.000046013512,0.00015358506,0.00058910385,0.00040079636,0.00034249874],"domain_scores_gemma":[0.99900126,0.000033822114,0.00020662138,0.0005265335,0.000016590177,0.00021514785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010736037,0.0003388458,0.00035623327,0.000049493305,0.00029525056,0.00003894102,0.0007373551,0.00038821143,0.00020287102],"category_scores_gemma":[0.0000069095604,0.00037342418,0.00021608252,0.00001579755,0.0003984686,0.00012936517,0.0010079362,0.0003629695,0.00046579828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034874683,0.00002621536,0.00013087926,0.00008024442,0.00007702223,0.0005246235,0.000110325,0.000030056357,0.000021822922,0.023352653,0.97488153,0.0007297398],"study_design_scores_gemma":[0.00044577138,0.00004604816,0.0002447327,0.000088765126,0.00012934253,0.00001249735,0.00003193193,0.000024662133,0.00008510256,0.000005904977,0.99844134,0.000443907],"about_ca_topic_score_codex":0.0013427652,"about_ca_topic_score_gemma":0.00003019428,"teacher_disagreement_score":0.02355979,"about_ca_system_score_codex":0.0023494805,"about_ca_system_score_gemma":0.0002156486,"threshold_uncertainty_score":0.9998718},"labels":[],"label_agreement":null},{"id":"W2799771425","doi":"10.1139/cjfas-2017-0056","title":"Guilty as charged: Nile perch was the cause of the haplochromine decline in Lake Victoria","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Eutrophication; Lates; Perch; Fishery; Biology; Ecology; Population; Predation; Geography; Fish <Actinopterygii>; Nutrient","score_opus":0.02116340985233427,"score_gpt":0.21951436836026517,"score_spread":0.19835095850793089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799771425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897391,0.0000688383,0.0000064894734,0.00734852,0.0003902452,0.00007902834,0.000008568447,7.184243e-7,0.0023584652],"genre_scores_gemma":[0.9990691,0.000016791566,0.00014846677,0.00043054312,0.000081414,4.3999648e-7,1.4595808e-7,0.0000017581735,0.00025134408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990618,0.00006751689,0.00026700096,0.000105761384,0.0002961213,0.00020177383],"domain_scores_gemma":[0.99941665,0.00008708259,0.00019376949,0.000129362,0.000017713617,0.00015544084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011103374,0.000073084884,0.00014183257,0.00003646334,0.0004567903,0.00006724629,0.0005682314,0.00003256684,0.0016551419],"category_scores_gemma":[0.00034708047,0.00003629968,0.000038543636,0.00039462128,0.0017709683,0.00019215896,0.000080414036,0.00008804454,0.000016027789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004681391,0.000007774137,0.98862034,0.0000031984753,0.000005935658,0.0000073988417,0.0035133038,0.0000036725594,0.00014768478,0.000073037394,0.006616873,0.0009960905],"study_design_scores_gemma":[0.00033938506,0.00048251863,0.9124347,0.00009530446,0.000026336986,0.00010389769,0.0046951,0.00114001,0.00047676673,0.0016090592,0.0784557,0.00014120275],"about_ca_topic_score_codex":0.043209687,"about_ca_topic_score_gemma":0.7492405,"teacher_disagreement_score":0.70603085,"about_ca_system_score_codex":0.000051981955,"about_ca_system_score_gemma":0.00025072522,"threshold_uncertainty_score":0.9992575},"labels":[],"label_agreement":null},{"id":"W2800940736","doi":"10.1098/rspb.2018.0462","title":"Arrival order and release from competition does not explain why haplochromine cichlids radiated in Lake Victoria","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Canadian Museum of Nature","funders":"University of Bern; Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; University of Minnesota","keywords":"Adaptive radiation; Cichlid; Biology; Lineage (genetic); Competition (biology); Ecology; Ecological niche; Trophic level; Fishery; Fish <Actinopterygii>; Habitat; Phylogenetics","score_opus":0.014044208882024543,"score_gpt":0.2026923916146184,"score_spread":0.18864818273259387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800940736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975537,0.000011075468,0.000016116419,0.00088275183,0.00012046255,0.00015587956,0.000042132055,0.00002018266,0.0011976641],"genre_scores_gemma":[0.9980313,0.000020827256,0.0014276371,0.00037921514,0.00008726403,0.0000034854907,0.000001727444,0.00000162744,0.00004687663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989218,0.000019498179,0.00018861305,0.00036547345,0.0002744562,0.00023015153],"domain_scores_gemma":[0.99964786,0.00007162495,0.00014196795,0.000045321845,0.00002483827,0.00006839733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065199117,0.00011466205,0.00016829166,0.000007403003,0.00036596527,0.00004370403,0.0004074492,0.000113864284,0.00092405017],"category_scores_gemma":[0.00016018897,0.000054621327,0.0000633648,0.00034625566,0.0017905519,0.00014968016,0.0004291205,0.000097594384,0.000019442326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025020485,0.00005392462,0.97384757,0.0000051497514,0.000006138292,1.9012998e-7,0.0006911987,0.0000036573622,0.023837142,0.00023222504,0.0011210988,0.00017668128],"study_design_scores_gemma":[0.00058841886,0.00045271823,0.964831,0.00006475761,0.000015113391,0.0000011366701,0.0018410211,0.01266974,0.014395708,0.0023129028,0.0025430992,0.0002843689],"about_ca_topic_score_codex":0.0012793919,"about_ca_topic_score_gemma":0.00043572029,"teacher_disagreement_score":0.012666083,"about_ca_system_score_codex":0.00004807999,"about_ca_system_score_gemma":0.000006287073,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W2811026805","doi":"10.1016/j.jglr.2018.05.019","title":"Monitoring climate change and anthropogenic pressure at Lake Tanganyika","year":2018,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Climate change; Overfishing; Environmental resource management; Environmental monitoring; Environmental science; Biodiversity; Environmental planning; Environmental change; Environmental protection; Ecology; Environmental engineering","score_opus":0.10098208562754026,"score_gpt":0.3349926815035518,"score_spread":0.23401059587601158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811026805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648404,0.000676359,0.000002988103,0.00028262156,0.00019324209,0.00015277686,0.00001829384,0.0000049604314,0.002184726],"genre_scores_gemma":[0.9973632,0.0009676678,0.00016565378,0.0000097914635,0.0006301515,0.0000021877509,2.835493e-7,0.000006300118,0.00085476413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984264,0.00013814602,0.0001890407,0.00015183822,0.000733425,0.0003611698],"domain_scores_gemma":[0.9994187,0.00006941875,0.00010828365,0.00014314838,0.00007835922,0.00018210041],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013835431,0.00008048062,0.00015759845,0.00006922713,0.00052573613,0.000047641952,0.00023336791,0.00006761037,0.0023172824],"category_scores_gemma":[0.000055592714,0.000057548863,0.00004794317,0.00018939875,0.00049408915,0.00029440096,0.00050741463,0.00021726899,0.00032724132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108503154,0.000029067132,0.982176,0.000025257974,0.000025233812,0.00007213843,0.0007765359,5.554056e-7,0.004587674,0.000004513859,0.0023359528,0.009858549],"study_design_scores_gemma":[0.00071880757,0.001322269,0.84460187,0.00019897534,0.000043831107,0.00030537677,0.00068504026,0.00026455137,0.006232081,0.00006236534,0.14538448,0.00018036434],"about_ca_topic_score_codex":0.00011208253,"about_ca_topic_score_gemma":0.001013228,"teacher_disagreement_score":0.14304851,"about_ca_system_score_codex":0.00009805228,"about_ca_system_score_gemma":0.0000072519233,"threshold_uncertainty_score":0.99859476},"labels":[],"label_agreement":null},{"id":"W284625890","doi":"10.5751/es-03877-160109","title":"Biological Diversity and Resilience: Lessons from the Recovery of Cichlid Species in Lake Victoria","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cichlid; Resilience (materials science); Diversity (politics); Geography; Ecology; Psychological resilience; Fishery; Biology; Environmental resource management; Fish <Actinopterygii>; Environmental science; Political science; Psychology","score_opus":0.03478535301625213,"score_gpt":0.20808080774956705,"score_spread":0.17329545473331492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W284625890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99769384,0.000029341989,0.00000980531,0.00017967528,0.000085903346,0.00006198956,0.000042038013,0.0000037540926,0.001893631],"genre_scores_gemma":[0.9991918,0.00032008113,0.00022011981,0.00015381892,0.000011694087,6.7590963e-7,0.0000017959444,5.630044e-7,0.000099409765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995745,0.000062566854,0.000074877265,0.00014740674,0.00004458037,0.00009607863],"domain_scores_gemma":[0.99970645,0.00015656921,0.000044228287,0.00006718388,0.000002446581,0.000023148552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029774933,0.000047396312,0.00010383077,0.000002525252,0.00034459122,0.0000021914805,0.00010475102,0.00011016988,0.0009801936],"category_scores_gemma":[0.000025625282,0.000030337518,0.00003045144,0.00004413541,0.00050366996,0.000051947674,0.00072598725,0.00008197597,0.000009499335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001047054,0.000024002957,0.9910611,0.0000010394813,0.00000774713,0.0000012114813,0.0071682693,3.9757674e-7,0.00009683776,0.00012947741,0.0014365502,0.000062893654],"study_design_scores_gemma":[0.00013982585,0.000052229672,0.9953742,0.000001919751,0.000005841725,5.4603606e-7,0.0023375358,0.000016539636,0.00003502795,0.0013129073,0.00068320654,0.000040236187],"about_ca_topic_score_codex":0.0009032559,"about_ca_topic_score_gemma":0.009114496,"teacher_disagreement_score":0.008211241,"about_ca_system_score_codex":0.000018439543,"about_ca_system_score_gemma":0.000003123461,"threshold_uncertainty_score":0.99993306},"labels":[],"label_agreement":null},{"id":"W2855507212","doi":"10.5539/jas.v10n8p118","title":"Determinants for Choice of Fish Market Channels: The Case of Busia (Uganda/Kenya) Border","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"New Partnership for Africa's Development; European Commission","keywords":"Business; Diversification (marketing strategy); Fish <Actinopterygii>; Marketing; Marketing channel; Probit model; Order (exchange); Payment; Probit; Fishery; Economics; Finance","score_opus":0.015518186156053524,"score_gpt":0.2548648127900767,"score_spread":0.2393466266340232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2855507212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983671,0.000010920588,0.000035565925,0.00039896884,0.0003211333,0.0001501952,0.000016180875,0.0000015815662,0.00069838925],"genre_scores_gemma":[0.9989591,0.0000067880455,0.0005606883,0.00006243979,0.00012898893,6.354223e-7,1.0497295e-7,0.0000011849709,0.00028004474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989448,0.00002869935,0.00032967003,0.00012530362,0.0003706628,0.00020085179],"domain_scores_gemma":[0.9988496,0.000112564965,0.0006305847,0.00010788651,0.00020928602,0.000090131245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010838443,0.00008098893,0.00017435408,0.000024092396,0.00031028508,0.000029144916,0.00054867746,0.00003195553,0.0003128179],"category_scores_gemma":[0.00025719785,0.000035191326,0.00009028362,0.0004615713,0.0007509729,0.0004906277,0.0001601676,0.00006066924,0.000004738704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027798704,0.000586835,0.4345467,0.00017011842,0.000082813975,0.00014569802,0.008077915,0.00022500027,0.32043254,0.00005900743,0.2010618,0.034333587],"study_design_scores_gemma":[0.00038911714,0.0006255805,0.9703825,0.000068421024,0.000040779378,0.0009673466,0.0015175131,0.00065076246,0.021455828,0.000030785293,0.0037526318,0.000118697506],"about_ca_topic_score_codex":0.00043713642,"about_ca_topic_score_gemma":0.00081541785,"teacher_disagreement_score":0.53583586,"about_ca_system_score_codex":0.000067139415,"about_ca_system_score_gemma":0.000024365328,"threshold_uncertainty_score":0.34251365},"labels":[],"label_agreement":null},{"id":"W2886259210","doi":"10.1139/cjfas-2018-0091","title":"Sequential analysis and design of fixed-precision sampling of Lake Kariba fishes using Taylor’s power law","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sampling (signal processing); Statistics; Sampling design; Abundance (ecology); Sample size determination; Environmental science; Fishing; Mathematics; Fishery; Biology; Computer science; Population","score_opus":0.04845258594291587,"score_gpt":0.24187839478658607,"score_spread":0.1934258088436702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886259210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866205,0.00007254882,0.012485346,0.00011203459,0.00011251139,0.000052610118,0.000012888396,7.90415e-7,0.00053077855],"genre_scores_gemma":[0.9855546,0.0000071320696,0.014360328,0.00004600351,0.000018841916,8.706638e-8,2.8602494e-7,0.0000016758071,0.000011083155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904233,0.000059119993,0.0003340855,0.00013497936,0.00025953067,0.00016994479],"domain_scores_gemma":[0.99923986,0.000115974624,0.00033815682,0.000075254,0.000026447331,0.00020431039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009811008,0.00007922488,0.00025558638,0.000121544705,0.00034346044,0.00007795611,0.00019644164,0.00004107636,0.00079298165],"category_scores_gemma":[0.00011345552,0.000059398895,0.00005432038,0.0004509848,0.0018015617,0.0003547606,0.00004228785,0.000043563366,8.060478e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018437368,0.00001084379,0.98957247,0.0000111839045,0.0000933442,0.000008044273,0.0027252673,0.0003855259,0.0036266516,0.00007861511,0.00023463783,0.0032349958],"study_design_scores_gemma":[0.0017950266,0.005702234,0.8135884,0.000680842,0.0020570261,0.00032636005,0.020852406,0.11837116,0.018884968,0.009509563,0.0068464247,0.0013855909],"about_ca_topic_score_codex":0.027715383,"about_ca_topic_score_gemma":0.13895664,"teacher_disagreement_score":0.17598405,"about_ca_system_score_codex":0.00003140928,"about_ca_system_score_gemma":0.000097886055,"threshold_uncertainty_score":0.97875917},"labels":[],"label_agreement":null},{"id":"W2895819530","doi":"10.1016/j.jglr.2018.08.014","title":"Lake Turkana, major Omo River developments, associated hydrological cycle change and consequent lake physical and ecological change","year":2018,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kenya Marine and Fisheries Research Institute; Tullow Oil; European Commission; University of Oxford; University of Leicester; National Aeronautics and Space Administration; U.S. Department of Agriculture; European Space Agency; John D. and Catherine T. MacArthur Foundation","keywords":"Hydropower; Hydrology (agriculture); Flood myth; Structural basin; Environmental science; Water level; Drainage basin; Streamflow; Ecology; Geology; Geography; Geomorphology","score_opus":0.10954027130867029,"score_gpt":0.3117758435888579,"score_spread":0.20223557228018763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895819530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699366,0.000067495996,0.0000029383355,0.001231145,0.000070979455,0.00028010522,0.00004089894,0.000008954294,0.0013037955],"genre_scores_gemma":[0.9988985,0.00013073474,0.0001750351,0.00022573367,0.00027689,0.0000085070205,0.0000037624889,0.0000055715013,0.00027523085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786955,0.00036590017,0.00024293242,0.00026914792,0.0007768263,0.00047567146],"domain_scores_gemma":[0.9991297,0.00022237148,0.00014600914,0.000101721955,0.0000914645,0.00030873617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016786221,0.00014111784,0.00032207312,0.000082406434,0.00041404887,0.00006028553,0.000238373,0.00015359429,0.001458724],"category_scores_gemma":[0.00024158052,0.000092620176,0.000056826902,0.00022642406,0.0012428649,0.00027553155,0.0005383331,0.00040282466,0.00018012257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016936344,0.00037705485,0.98427826,0.000015146395,0.00008441665,0.00045448085,0.002820266,2.1804014e-7,0.0007472678,0.00004267954,0.003686948,0.0073239226],"study_design_scores_gemma":[0.0008475098,0.001217145,0.9801686,0.000036169975,0.000022029899,0.00012571046,0.00012572373,0.0004051927,0.000107283675,0.0004447753,0.016362065,0.00013779184],"about_ca_topic_score_codex":0.00016608305,"about_ca_topic_score_gemma":0.0066310316,"teacher_disagreement_score":0.012675119,"about_ca_system_score_codex":0.00015396578,"about_ca_system_score_gemma":0.000019096971,"threshold_uncertainty_score":0.9994541},"labels":[],"label_agreement":null},{"id":"W2898872760","doi":"10.1002/cjce.23382","title":"The use of <i>Moringa oleifera</i> seeds and their fractionated proteins for <i>Microcystis aeruginosa</i> and microcystin‐LR removal from water","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Moringa; Microcystis aeruginosa; Chemistry; Flocculation; Chromatography; Albumin; Chlorophyll; Chlorophyll a; Globulin; Microcystin; Turbidity; Food science; Biology; Cyanobacteria; Biochemistry; Bacteria; Organic chemistry","score_opus":0.012589405430441293,"score_gpt":0.16002903412141617,"score_spread":0.14743962869097488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898872760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799466,0.00012438091,0.0010549491,0.0005500567,0.00009933615,0.00012703773,0.000033638626,0.0000033337406,0.0000125876295],"genre_scores_gemma":[0.9980742,0.000004567132,0.0017035537,0.00006611688,0.00011802063,0.0000012533394,0.0000016075758,0.0000068950867,0.00002379132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942636,0.000011388623,0.00019651696,0.00008578528,0.00008165684,0.00019830378],"domain_scores_gemma":[0.99946463,0.00014930735,0.00008334972,0.00009422491,0.000034609988,0.00017384722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022086618,0.00009532268,0.00013251159,0.000018432716,0.00019500399,0.000055969107,0.00015805356,0.0000535762,0.000022167796],"category_scores_gemma":[0.0000734638,0.000049081413,0.00003920127,0.000045420973,0.00020967063,0.00011035138,0.000045609057,0.0001401201,0.000002122715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037628597,0.0000038647922,0.0018378373,0.000010827316,0.000045099827,0.0000047082076,0.0007271373,0.00016928202,0.9951001,0.000009023185,0.0009347051,0.0011198096],"study_design_scores_gemma":[0.00044608815,0.00007572657,0.0013669262,0.000082544575,0.000038822327,0.00025255888,0.000052548457,0.007114085,0.92953557,0.00010858795,0.06076984,0.00015668545],"about_ca_topic_score_codex":0.00857661,"about_ca_topic_score_gemma":0.0020826787,"teacher_disagreement_score":0.06556449,"about_ca_system_score_codex":0.00009056875,"about_ca_system_score_gemma":0.00002515602,"threshold_uncertainty_score":0.99802536},"labels":[],"label_agreement":null},{"id":"W2901097047","doi":"10.1007/s10745-018-0030-y","title":"“Fish Rescue us from Hunger”: the Contribution of Aquatic Resources to Household Food Security on the Rufiji River Floodplain, Tanzania, East Africa","year":2018,"lang":"en","type":"article","venue":"Human Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Royal Anthropological Institute; University of Dar es Salaam; University College London; Tanzania Commission for Science and Technology; British Institute in Eastern Africa; Parkes Foundation","keywords":"Livelihood; Food security; Fishing; Tanzania; Fishery; Socioeconomics; Consumption (sociology); Geography; Resource (disambiguation); Economics; Agriculture; Biology","score_opus":0.02329559407123302,"score_gpt":0.19593487895534697,"score_spread":0.17263928488411395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901097047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942095,0.000007746822,0.000016859025,0.0012781158,0.00016059968,0.00049058645,0.0001209513,0.000024202905,0.003691402],"genre_scores_gemma":[0.998573,0.0000011781656,0.000019187532,0.0011141514,0.00014005348,0.000015848964,0.0000074667646,0.000006823838,0.0001222636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985458,0.00033004413,0.00024612798,0.0003079529,0.00026073123,0.00030934354],"domain_scores_gemma":[0.99905324,0.00024691172,0.00015407371,0.00045581238,0.0000175187,0.0000724171],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006038207,0.00013572925,0.00021267321,0.00002520533,0.00065892807,0.000022049642,0.00053813047,0.00011534696,0.0018686644],"category_scores_gemma":[0.00014038109,0.00008289128,0.00006675936,0.00014785386,0.0006391146,0.000050368526,0.00034943383,0.00015311924,0.0007858504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003490103,0.0007385371,0.78586936,0.000009476011,0.0002609715,0.000017622637,0.040262263,0.00009832129,0.0052479887,0.0049672793,0.16185641,0.00032273334],"study_design_scores_gemma":[0.0005536363,0.0016344757,0.96295714,0.000017285578,0.000063064865,0.0000021431429,0.0008632097,0.00024631724,0.0009174182,0.0038522377,0.028710341,0.00018275077],"about_ca_topic_score_codex":0.0025141274,"about_ca_topic_score_gemma":0.07598692,"teacher_disagreement_score":0.17708774,"about_ca_system_score_codex":0.00014666158,"about_ca_system_score_gemma":0.0000065430368,"threshold_uncertainty_score":0.99999213},"labels":[],"label_agreement":null},{"id":"W2914823220","doi":"10.1007/s10726-019-09612-x","title":"Strategic Analyses of the Hydropolitical Conflicts Surrounding the Grand Ethiopian Renaissance Dam","year":2019,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; Toronto Metropolitan University; Balsillie School of International Affairs; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surprise; Geopolitics; Negotiation; Political science; Conflict resolution; The Renaissance; Downstream (manufacturing); Development economics; Law; Sociology; Business; History; Economics; Marketing","score_opus":0.05176494126885706,"score_gpt":0.2874655367378307,"score_spread":0.23570059546897365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914823220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459475,0.000044419096,0.00047502937,0.00024626756,0.00015831356,0.00017066507,0.0000035260286,0.000005358541,0.004301645],"genre_scores_gemma":[0.99961144,0.00001813956,0.00006861345,0.00012788927,0.0000141153805,7.269126e-7,0.0000018387062,0.0000021338985,0.00015512525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917895,0.000089421774,0.00016527841,0.0001574577,0.00030263863,0.00010623588],"domain_scores_gemma":[0.9994211,0.00021988731,0.0001056005,0.00020742042,0.000007916111,0.000038030586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041925517,0.00006593738,0.000102397986,0.000013173866,0.0001845659,0.000032643256,0.00015257444,0.000050727256,0.00028052428],"category_scores_gemma":[0.00004588202,0.00003292081,0.000045255834,0.00015179529,0.00012624677,0.00011385136,0.00010758023,0.00007807468,0.00008298091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000795196,0.000085896216,0.9533922,0.000027324744,0.000025802745,0.0000012443769,0.0011350771,0.00034124483,0.023921875,0.01716245,0.001052429,0.0027749152],"study_design_scores_gemma":[0.0005757699,0.00007854305,0.98110306,0.00005268539,0.00003141722,0.0000058985124,0.0005358831,0.0074618305,0.002039276,0.0058431705,0.0021599683,0.0001124804],"about_ca_topic_score_codex":0.0004759569,"about_ca_topic_score_gemma":0.00027053794,"teacher_disagreement_score":0.027710857,"about_ca_system_score_codex":0.000030414152,"about_ca_system_score_gemma":0.000003519226,"threshold_uncertainty_score":0.30715442},"labels":[],"label_agreement":null},{"id":"W2955668063","doi":"10.1134/s0032945219030196","title":"Palatability of Water Organisms for Nile Tilapia Oreochromis niloticus (Cichlidae)","year":2019,"lang":"en","type":"article","venue":"Journal of Ichthyology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nile tilapia; Palatability; Oreochromis; Biology; Elodea canadensis; Eichhornia crassipes; Taste; Hyacinth; Botany; Aquatic plant; Food science; Fish <Actinopterygii>; Ecology; Fishery; Macrophyte","score_opus":0.005395343864472048,"score_gpt":0.1915619470547178,"score_spread":0.18616660319024575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955668063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968941,0.000013593296,0.0008503555,0.00034774496,0.0004321707,0.00017825516,0.000011903626,0.0000034200102,0.0012684193],"genre_scores_gemma":[0.9972186,0.0000036420647,0.0023877583,0.0000815976,0.000048368158,5.264262e-7,0.0000019513222,0.0000053365825,0.0002522033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989867,0.000058098198,0.0004262353,0.00013376209,0.00018506398,0.00021011548],"domain_scores_gemma":[0.9992882,0.00010049448,0.0003090365,0.00017821237,0.00004878175,0.00007528309],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072300923,0.0000903965,0.00034299295,0.000029449604,0.00003863756,0.000005527001,0.0002527447,0.00009785265,0.009840422],"category_scores_gemma":[0.000058514743,0.00005559673,0.0001260519,0.000050294715,0.00010546752,0.00012587986,0.00013046208,0.000096719355,0.00053718576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022679199,0.00017871338,0.72859025,0.00005949517,0.000060863225,0.000010242019,0.0007808129,0.00009876285,0.26499,0.000045796383,0.004544884,0.00041339805],"study_design_scores_gemma":[0.004749658,0.0049478677,0.56135607,0.00005165634,0.0002317748,0.00039632418,0.0010413785,0.00050952804,0.3981742,0.0040018046,0.02404532,0.00049439183],"about_ca_topic_score_codex":0.000076498334,"about_ca_topic_score_gemma":0.00004212293,"teacher_disagreement_score":0.16723414,"about_ca_system_score_codex":0.00009118292,"about_ca_system_score_gemma":0.000016884625,"threshold_uncertainty_score":0.9910647},"labels":[],"label_agreement":null},{"id":"W2955987554","doi":"10.1016/j.jglr.2019.05.009","title":"The taxonomic diversity of the cichlid fish fauna of ancient Lake Tanganyika, East Africa","year":2019,"lang":"en","type":"review","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Research Council; Universität Basel; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Cichlid; Fauna; Ecology; Adaptive radiation; Systematics; Geography; Taxonomy (biology); Taxon; Biology; Fishery; Fish <Actinopterygii>; Phylogenetics","score_opus":0.15575695956792623,"score_gpt":0.3161822221444083,"score_spread":0.16042526257648204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955987554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029118206,0.9499875,0.000010269966,0.00037869217,0.00094380806,0.0018614343,0.0008169969,0.000004570547,0.01687854],"genre_scores_gemma":[0.022132147,0.97266126,0.000037590522,0.000011954484,0.00012526233,0.0000033158956,0.0000028330396,0.0000152276525,0.0050104256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590737,0.0009506126,0.0007396835,0.00022019929,0.0017676759,0.00041447912],"domain_scores_gemma":[0.997202,0.0006389401,0.0012505731,0.0006188914,0.0001559287,0.00013369937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047290684,0.0001959872,0.00095567945,0.000111288515,0.0007028437,0.000040316943,0.0022881122,0.00017152923,0.0006871108],"category_scores_gemma":[0.000330243,0.00009227772,0.0007647752,0.0006028141,0.00075340306,0.00012321357,0.0025164646,0.00095925044,0.00013740097],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022821076,0.0005643604,0.07920878,0.008926466,0.0010972078,0.00009004969,0.0022750578,0.00005935906,0.00007241791,0.00009268827,0.43407542,0.47331],"study_design_scores_gemma":[0.00016527953,0.00017276237,0.0038456498,0.001676065,0.00016918304,0.00003566119,0.00031518264,0.000010892872,0.0000060781185,0.000010059468,0.99349624,0.000096925],"about_ca_topic_score_codex":0.00015062862,"about_ca_topic_score_gemma":0.0012421344,"teacher_disagreement_score":0.5594209,"about_ca_system_score_codex":0.00045088146,"about_ca_system_score_gemma":0.00021355657,"threshold_uncertainty_score":0.7523382},"labels":[],"label_agreement":null},{"id":"W2964639839","doi":"10.5539/jsd.v12n4p166","title":"An Investigation of Kagera River Basin Land Cover Dynamics for Sustainability of Lake Victoria Water Regime","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Woodland; Land cover; Swamp; Sustainability; Land use; Hydrology (agriculture); Drainage basin; Structural basin; Vegetation (pathology); Balance of nature; Geography; Environmental science; Water resource management; Physical geography; Ecology; Geology; Cartography","score_opus":0.005006157213498232,"score_gpt":0.1918751979491373,"score_spread":0.18686904073563906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964639839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978818,0.0000041590006,0.0011833359,0.0001819816,0.000105745414,0.0004642868,0.000007744394,0.0000029933635,0.00016790349],"genre_scores_gemma":[0.9953642,0.0000017132614,0.0028895307,0.000024210303,0.000017420924,0.0000022301103,0.00001519136,0.0000060328152,0.0016795103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986258,0.000062301864,0.0005395702,0.0001421334,0.00037606768,0.00025411142],"domain_scores_gemma":[0.99886143,0.000046037792,0.00045616284,0.00015739776,0.00038137345,0.00009760604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014790321,0.00010956426,0.0002980527,0.00007699566,0.0000742481,0.000014646991,0.0002120431,0.00007840781,0.00037728992],"category_scores_gemma":[0.000049723007,0.000077628894,0.00007043615,0.00011905502,0.00009724647,0.00044929193,0.00011104955,0.000078164194,0.00001037084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001751112,0.00009354613,0.9919234,0.00038568754,0.000038582108,0.000012906694,0.004844766,0.0010303827,0.0007102009,0.0002009271,0.0004406899,0.0001438371],"study_design_scores_gemma":[0.0022008608,0.00077222387,0.94484496,0.00007192444,0.000060607337,0.000013611166,0.010080008,0.0017018332,0.017740523,0.0055756206,0.016613977,0.00032387173],"about_ca_topic_score_codex":0.00017896478,"about_ca_topic_score_gemma":0.00009041414,"teacher_disagreement_score":0.047078423,"about_ca_system_score_codex":0.0009669898,"about_ca_system_score_gemma":0.00021369576,"threshold_uncertainty_score":0.41310602},"labels":[],"label_agreement":null},{"id":"W2966822687","doi":"10.1080/02724634.2019.1639055","title":"Late Pleistocene Fish Remains from the Rurubu River, Tanzania","year":2019,"lang":"en","type":"article","venue":"Journal of Vertebrate Paleontology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Fish <Actinopterygii>; Tanzania; Pleistocene; Fishery; Geography; Geology; Paleontology; Archaeology; Biology","score_opus":0.009218923395533714,"score_gpt":0.19572127565698433,"score_spread":0.18650235226145062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966822687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916998,0.00012326763,0.00014867022,0.0018113591,0.0007880584,0.00012592884,0.000023397284,0.0000070585265,0.0052724723],"genre_scores_gemma":[0.99760735,0.000055788107,0.00044168666,0.0011899248,0.000115478135,4.300332e-7,0.0000022141658,0.000004875294,0.0005822327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987948,0.00016447635,0.00036306516,0.00016592047,0.00027782863,0.0002338956],"domain_scores_gemma":[0.9989968,0.00016337117,0.00047070705,0.00024559014,0.000025060031,0.00009847451],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042284833,0.00012462666,0.0003079931,0.000018708904,0.000114892624,0.000020335607,0.0005124669,0.000109696455,0.004707285],"category_scores_gemma":[0.00004587998,0.00007753203,0.00012434922,0.00010323628,0.00014243847,0.00020144094,0.00011912141,0.00024928266,0.001551682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082874154,0.00004752893,0.9779302,0.0000029473292,0.00006118941,0.00006855933,0.00054824736,0.000051620682,0.0015559195,0.00004010957,0.018336158,0.0012746801],"study_design_scores_gemma":[0.0009258428,0.00028327203,0.9803042,0.000021522883,0.00005469081,0.000077924924,0.00021072384,0.001092409,0.00009466759,0.00059321214,0.016217394,0.00012415748],"about_ca_topic_score_codex":0.0009590041,"about_ca_topic_score_gemma":0.013918992,"teacher_disagreement_score":0.012959988,"about_ca_system_score_codex":0.00010734407,"about_ca_system_score_gemma":0.000023299826,"threshold_uncertainty_score":0.99922574},"labels":[],"label_agreement":null},{"id":"W2967127578","doi":"10.1007/s10641-019-00905-3","title":"Sizes, condition factors and sex ratios of the scattered populations of the small cichlid fish, Alcolapia grahami, that inhabits the lagoons and sites of Lake Magadi (Kenya), one of the most extreme aquatic habitat on Earth","year":2019,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; McMaster University","funders":"University of Johannesburg; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cichlid; Fish <Actinopterygii>; Biology; Sex ratio; Nature Conservation; Fishery; Ecology; Population; Geography; Demography","score_opus":0.02981706143915754,"score_gpt":0.19198752073394645,"score_spread":0.1621704592947889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967127578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978398,0.000036212667,0.0000025652996,0.00053302536,0.00006327097,0.0006451442,0.00066099194,0.0000021164624,0.00021685746],"genre_scores_gemma":[0.9996156,0.000023904897,0.000049666807,0.000093286406,0.000003909494,0.0000032509356,0.00003267462,0.0000043361256,0.00017337069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892884,0.0002401645,0.0003088292,0.00019382495,0.00020790358,0.00012041984],"domain_scores_gemma":[0.9988631,0.00023871147,0.0004985887,0.00037339792,0.0000026751045,0.000023540662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020728352,0.00013885845,0.00026332593,0.000017409071,0.00014470887,0.0000038440194,0.00030096745,0.00009528761,0.00036039305],"category_scores_gemma":[0.000037612994,0.00006727624,0.000094445815,0.000086516586,0.0016234601,0.000066350214,0.00034109087,0.00010200477,0.0000030659155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008854901,0.00008272535,0.8518933,0.000019799445,0.000029179791,2.410089e-8,0.0005480872,0.000021159225,0.14719023,0.000036535414,0.00008280767,0.00008728708],"study_design_scores_gemma":[0.00028186102,0.00015335505,0.90176374,0.000042109354,0.00004889924,0.0000012481516,0.0006793812,0.00006452583,0.0966515,0.0001976839,0.000051282517,0.00006441533],"about_ca_topic_score_codex":0.00037651553,"about_ca_topic_score_gemma":0.006310388,"teacher_disagreement_score":0.050538726,"about_ca_system_score_codex":0.000018046801,"about_ca_system_score_gemma":0.000006854829,"threshold_uncertainty_score":0.59817064},"labels":[],"label_agreement":null},{"id":"W2969920494","doi":"","title":"Reconciling livelihoods and aquatic ecosystem resilience in the lakes of Malawi (Editiorial)","year":2011,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Livelihood; Resilience (materials science); Ecosystem; Environmental science; Aquatic ecosystem; Psychological resilience; Fishery; Water resource management; Environmental resource management; Geography; Ecology; Agriculture; Biology","score_opus":0.08202638628913307,"score_gpt":0.294431500107442,"score_spread":0.21240511381830895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969920494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297833,0.00013938412,0.00003377423,0.00014073793,0.00010372272,0.0001759791,0.0000051822126,0.0000016189128,0.006421291],"genre_scores_gemma":[0.99927825,0.00013006231,0.0003894532,0.00001107852,0.00007928835,0.0000018543334,2.1060077e-7,0.0000033291108,0.00010645956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774116,0.0005513734,0.0004489572,0.0001415095,0.0008693629,0.0002476515],"domain_scores_gemma":[0.99901164,0.00045517995,0.00022256223,0.0001798671,0.000044864933,0.000085906344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005820471,0.00007939023,0.00022485343,0.000120058045,0.00013625863,0.000027296448,0.0004941011,0.00006347358,0.00039974687],"category_scores_gemma":[0.0003939057,0.000047895002,0.000055337856,0.00034136983,0.00024978284,0.00027821667,0.00012618548,0.0003268562,0.00004615613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018464483,0.00014981198,0.97830623,0.000086305445,0.000023339022,0.00018465925,0.01075921,0.000012610636,0.002754672,0.00012026399,0.0018953048,0.0055229696],"study_design_scores_gemma":[0.0023505087,0.0035873076,0.93913335,0.0011073118,0.00007126532,0.0007443392,0.0350719,0.0040201163,0.004772273,0.0038238505,0.0048931767,0.0004245818],"about_ca_topic_score_codex":0.0006242841,"about_ca_topic_score_gemma":0.0031994977,"teacher_disagreement_score":0.039172836,"about_ca_system_score_codex":0.000101469304,"about_ca_system_score_gemma":0.00004082923,"threshold_uncertainty_score":0.4376948},"labels":[],"label_agreement":null},{"id":"W2970425582","doi":"10.1088/1755-1315/137/1/012096","title":"A welfare study into capture fisheries in cirata reservoir: a bio-economic model","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic rent; Economic surplus; Welfare; Quarter (Canadian coin); Profit (economics); Fishery; Overexploitation; Fisheries management; Business; Maximum sustainable yield; Food security; Economics; Yield (engineering); Agricultural economics; Natural resource economics; Fishing; Agriculture; Ecology; Microeconomics; Market economy; Geography","score_opus":0.016658545642246936,"score_gpt":0.1992151003508368,"score_spread":0.18255655470858986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970425582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99453765,0.000014046309,0.000022296235,0.0005656304,0.000089267574,0.0003576486,0.00004014998,0.000022196014,0.0043511125],"genre_scores_gemma":[0.99845403,0.000028631242,0.00066090946,0.00008277414,0.00001872777,0.000012722763,0.0000055981586,0.000005889721,0.00073073886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981667,0.00004180097,0.00023877576,0.00072509726,0.00037005224,0.00045758905],"domain_scores_gemma":[0.9993068,0.000008245261,0.000080417645,0.0003723102,0.0000036760546,0.000228538],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042370948,0.00021581081,0.0002065612,0.00005877544,0.0007547457,0.0001589776,0.00052269676,0.00006664202,0.0021787498],"category_scores_gemma":[0.000016704467,0.00018875748,0.000024465375,0.00019470899,0.0029435833,0.0013125653,0.0009558047,0.00012980522,0.0002854751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014407984,0.00024761044,0.9481477,0.0000122676565,0.000008585702,0.000029556346,0.016846854,0.00034286018,0.02828577,0.0002997121,0.00020237349,0.0054325936],"study_design_scores_gemma":[0.00084073195,0.000989132,0.9280354,0.000020999654,0.000014063016,0.00002578849,0.029325461,0.03034123,0.005252093,0.00042009467,0.0040592267,0.0006757718],"about_ca_topic_score_codex":0.005641252,"about_ca_topic_score_gemma":0.029629989,"teacher_disagreement_score":0.029998371,"about_ca_system_score_codex":0.00017447343,"about_ca_system_score_gemma":0.000038414928,"threshold_uncertainty_score":0.9997698},"labels":[],"label_agreement":null},{"id":"W2980374572","doi":"10.1016/j.palaeo.2019.109382","title":"Diatom paleolimnology of late Pliocene Baringo Basin (Kenya) paleolakes","year":2019,"lang":"en","type":"article","venue":"Palaeogeography Palaeoclimatology Palaeoecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Diatom; Geology; Paleolimnology; Paleontology; Littoral zone; Frustule; Fragilaria; Oceanography; Ecology; Biology","score_opus":0.003539417764252416,"score_gpt":0.17924122481363705,"score_spread":0.17570180704938462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980374572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97030485,0.00023985043,0.00011439478,0.00056014507,0.0010928616,0.0009277951,0.000081413185,0.00018931713,0.026489373],"genre_scores_gemma":[0.99725616,0.00024955472,0.0014070066,0.00057872955,0.000042380056,0.00006564437,0.00006762455,0.000043900316,0.00028902464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99492025,0.00057319034,0.0011962234,0.0013445397,0.00046862187,0.0014971485],"domain_scores_gemma":[0.99682146,0.00075459905,0.0008382109,0.0011829912,0.000070811424,0.00033194534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087538915,0.0006627381,0.0015734467,0.00049841835,0.000258611,0.000019454366,0.0010753713,0.0008851822,0.015075711],"category_scores_gemma":[0.000121053825,0.00062770984,0.0005983046,0.0010773047,0.0014209052,0.0002368055,0.0009131792,0.0005532637,0.00543756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010688721,0.00031181503,0.9945271,0.000106537445,0.00020734953,0.00006384402,0.0002712842,0.0001421587,0.0016440204,0.001112113,0.0007492619,0.00075761735],"study_design_scores_gemma":[0.0020128812,0.0005206863,0.98683417,0.00002771897,0.00013928014,0.00012146825,0.0002136221,0.0005316318,0.00089115417,0.0013180128,0.006731016,0.0006583605],"about_ca_topic_score_codex":0.00044504672,"about_ca_topic_score_gemma":0.0014843676,"teacher_disagreement_score":0.026951285,"about_ca_system_score_codex":0.00007043347,"about_ca_system_score_gemma":0.000047766054,"threshold_uncertainty_score":0.9996174},"labels":[],"label_agreement":null},{"id":"W2983967677","doi":"10.5376/ijms.2019.09.0004","title":"Impact of Nypa Palm (&lt;i&gt;Nypa fruticans&lt;/i&gt;) and Mangroves Forests on Plankton Community along Andoni River, Nigeria","year":2019,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mangrove; Avicennia; Plankton; Diversity index; Rhizophora; Environmental science; Palm; Forestry; Biology; Ecology; Geography; Species richness; Physics","score_opus":0.01009220429149519,"score_gpt":0.24684377749425845,"score_spread":0.23675157320276327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983967677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933574,0.0000138602445,0.00005743239,0.00011468745,0.0004063243,0.00009993701,0.00003590366,0.000004441968,0.005910004],"genre_scores_gemma":[0.9991077,0.00003586134,0.0006062927,0.0000439092,0.000040423925,3.481924e-7,0.0000029446062,0.0000036705967,0.0001588601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981816,0.00007965447,0.00035095497,0.0001636315,0.001021954,0.00020219936],"domain_scores_gemma":[0.99889416,0.00018447054,0.00044277558,0.00020382603,0.000119151024,0.00015559816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012090699,0.00012760893,0.00021180579,0.00015275081,0.00014997428,0.00006797955,0.0009869302,0.00003795425,0.0008034876],"category_scores_gemma":[0.00017047634,0.000093587434,0.000101924845,0.000175609,0.0006400676,0.0005636464,0.00086882315,0.00019957684,0.000060336988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016191597,0.00014635675,0.9688815,0.000005493365,0.00003406704,0.00001844862,0.00040181997,0.00026592342,0.02452572,0.00015537367,0.00046857932,0.004934818],"study_design_scores_gemma":[0.0007199331,0.00062853674,0.9956597,0.000053998025,0.000009007892,0.0001088643,0.000053551554,0.0007910316,0.0008978759,0.00065668614,0.00031610532,0.00010471884],"about_ca_topic_score_codex":0.0011174228,"about_ca_topic_score_gemma":0.00077626226,"teacher_disagreement_score":0.026778208,"about_ca_system_score_codex":0.00031224245,"about_ca_system_score_gemma":0.000071386654,"threshold_uncertainty_score":0.8797626},"labels":[],"label_agreement":null},{"id":"W2985126589","doi":"10.1016/j.jglr.2019.09.011","title":"The extent of cage aquaculture, adherence to best practices and reflections for sustainable aquaculture on African inland waters","year":2019,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nature Conservancy; John D. and Catherine T. MacArthur Foundation","keywords":"Aquaculture; Fishery; Sustainability; Water supply; Environmental science; Ecology; Fish <Actinopterygii>; Environmental engineering; Biology","score_opus":0.09379804364567505,"score_gpt":0.3729503037221785,"score_spread":0.27915226007650346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985126589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874224,0.000077481905,0.000018507792,0.0014033868,0.00004460922,0.0005160595,0.000009535325,0.0000015310214,0.010506489],"genre_scores_gemma":[0.97174186,0.00011603645,0.00026939728,0.000019237972,0.000034462017,0.0000063710686,5.7069815e-7,0.000003693503,0.027808355],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986171,0.00014738106,0.00020598862,0.00014243093,0.0006013168,0.00028578468],"domain_scores_gemma":[0.9989021,0.0003651255,0.00025921752,0.0001446314,0.00019608733,0.00013283308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018519268,0.000073441945,0.00014983154,0.000058987698,0.0004193754,0.0001016337,0.00027676907,0.00004899992,0.00006580655],"category_scores_gemma":[0.0004869627,0.000036823905,0.000052916632,0.00025746776,0.00012786473,0.000246288,0.0001350957,0.00024132052,0.000050031813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059502563,0.0010974912,0.66498256,0.00066356856,0.00044874137,0.00023725994,0.025335003,0.00068978115,0.07347159,0.0024657801,0.20466518,0.019992802],"study_design_scores_gemma":[0.0014186406,0.012235542,0.041783385,0.0002173516,0.00006196834,0.00011710514,0.07518256,0.00015490726,0.0051742694,0.0007337458,0.8626705,0.00025002673],"about_ca_topic_score_codex":0.0014561202,"about_ca_topic_score_gemma":0.0006047697,"teacher_disagreement_score":0.6580053,"about_ca_system_score_codex":0.0001683796,"about_ca_system_score_gemma":0.0000314136,"threshold_uncertainty_score":0.32255387},"labels":[],"label_agreement":null},{"id":"W2988138694","doi":"10.5376/ijms.2019.09.0005","title":"A Study of Occurrence of Planktons from Balochistan Waters","year":2019,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Species richness; Plankton; Fish <Actinopterygii>; Diversity index; Biology; Fishery; Ecology; Zooplankton; Geography; Zoology","score_opus":0.010481296880005847,"score_gpt":0.2344814808164022,"score_spread":0.22400018393639634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988138694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957757,0.0000015269685,0.000055932956,0.00006964282,0.00060202106,0.000068685935,0.000035734633,0.0000013636864,0.003389363],"genre_scores_gemma":[0.9991237,0.0000023647144,0.00078866695,0.000017640674,0.000013310722,1.3394684e-7,0.0000011106756,8.772972e-7,0.00005222052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834114,0.000022160842,0.00034575356,0.00012506417,0.0010807812,0.00008510705],"domain_scores_gemma":[0.9991934,0.000053504336,0.00047197228,0.00011623451,0.00010939662,0.00005549837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055291055,0.000055132958,0.00014070854,0.00008977707,0.00002463001,0.000014788293,0.0009815199,0.000012025212,0.0012499671],"category_scores_gemma":[0.000064433254,0.00004071786,0.000042338826,0.00016144822,0.000206887,0.00031216192,0.00061455474,0.000070420756,0.00004322292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005647762,0.00023004548,0.9848287,0.0000013546095,0.00002057876,0.000013658992,0.00096524437,0.00030358907,0.011217454,0.000022859627,0.0001733278,0.0021666973],"study_design_scores_gemma":[0.00096844917,0.00057784154,0.9910926,0.000037836984,0.0000146893335,0.000024977315,0.0018826107,0.0004393865,0.0042821113,0.00025384914,0.00034215863,0.00008347335],"about_ca_topic_score_codex":0.001557772,"about_ca_topic_score_gemma":0.0000991673,"teacher_disagreement_score":0.006935343,"about_ca_system_score_codex":0.00010054152,"about_ca_system_score_gemma":0.000041953906,"threshold_uncertainty_score":0.99966305},"labels":[],"label_agreement":null},{"id":"W2999461094","doi":"10.1016/j.jglr.2020.01.001","title":"Ecosystem modelling of data-limited fisheries: How reliable are Ecopath with Ecosim models without historical time series fitting?","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishing; Environmental science; Biomass (ecology); Series (stratigraphy); Ecosystem model; Ecosystem; Time series; Fisheries management; Term (time); Fishery; Ecology; Statistics; Mathematics; Biology","score_opus":0.14674559232554438,"score_gpt":0.26414261693501256,"score_spread":0.11739702460946819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999461094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98785263,0.0001867879,0.0053751552,0.0042603975,0.000060039758,0.00032064196,0.00016281112,0.00002093972,0.0017605685],"genre_scores_gemma":[0.990477,0.000114252485,0.0076648337,0.000030776842,0.00014076268,0.0000017721995,0.000008257129,0.00002042155,0.0015418703],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970828,0.00023005954,0.0004841781,0.00036488211,0.0014410076,0.00039706926],"domain_scores_gemma":[0.9983314,0.00013182082,0.00053320004,0.00044197487,0.00022910198,0.00033245567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016509477,0.00017419129,0.00058083463,0.000085386855,0.00025013668,0.00009318843,0.0009781873,0.00010472499,0.00042460812],"category_scores_gemma":[0.00012199753,0.00012130866,0.00008083538,0.0004769595,0.0001339944,0.0016015336,0.0005111404,0.00049535214,0.00005723263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037438436,0.00046772408,0.5409178,0.0011081343,0.00040528714,0.0008925288,0.007390649,0.17884956,0.0027551542,0.000017306593,0.26254028,0.0009116707],"study_design_scores_gemma":[0.0012588433,0.0021725243,0.0005642457,0.0005201414,0.00008661083,0.0001613242,0.0022310747,0.94316226,0.00062147947,0.00008168199,0.04878116,0.00035862508],"about_ca_topic_score_codex":0.00023670324,"about_ca_topic_score_gemma":0.00025741418,"teacher_disagreement_score":0.76431274,"about_ca_system_score_codex":0.00055371545,"about_ca_system_score_gemma":0.00009310202,"threshold_uncertainty_score":0.49468234},"labels":[],"label_agreement":null},{"id":"W3003277380","doi":"10.1016/j.jglr.2020.01.010","title":"Geophysical benthic habitat mapping in Lake Tanganyika (Tanzania): Implications for spatial planning of small-scale coastal protected areas","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Kentucky; National Science Foundation","keywords":"Geology; Benthic zone; Habitat; Bedrock; Substrate (aquarium); Oceanography; Ecology; Geomorphology","score_opus":0.08054853485418698,"score_gpt":0.3018989124736394,"score_spread":0.22135037761945245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003277380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99218434,0.000020460875,0.004409232,0.0023376606,0.000025072452,0.0005138662,0.00012825585,0.0000052736705,0.00037581872],"genre_scores_gemma":[0.9981037,0.0000042675124,0.001685431,0.000024913534,0.00011354714,0.000011263563,0.0000073313663,0.0000074625455,0.00004212876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984773,0.00015008052,0.00041059297,0.00018124054,0.00048041172,0.00030038244],"domain_scores_gemma":[0.99914944,0.00023011511,0.0002037395,0.00011269325,0.0001222921,0.0001817394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082549005,0.000090912625,0.00026903703,0.000095487245,0.00016210742,0.000028713332,0.00034078918,0.00007363718,0.00012294156],"category_scores_gemma":[0.00029549247,0.0000750606,0.000107390864,0.00043577066,0.00018193174,0.00013496692,0.00020286825,0.00039895775,0.00001774118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022916196,0.00014482222,0.9533826,0.00008552125,0.00003191756,0.000024072222,0.0016539338,0.00024898106,0.04089417,0.000019508361,0.001128615,0.0021567128],"study_design_scores_gemma":[0.0010054285,0.00069173647,0.9896018,0.0001411108,0.000011926073,0.000021392616,0.00084162224,0.004229586,0.0014733314,0.00025976193,0.0016142952,0.000108035856],"about_ca_topic_score_codex":0.00025102322,"about_ca_topic_score_gemma":0.0049851676,"teacher_disagreement_score":0.039420836,"about_ca_system_score_codex":0.00009215144,"about_ca_system_score_gemma":0.000058763755,"threshold_uncertainty_score":0.3060882},"labels":[],"label_agreement":null},{"id":"W3006938965","doi":"10.1016/s0967-0653(98)84290-7","title":"10.1016/s0967-0653(98)84290-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Monsoon; Trichodesmium; Phytoplankton; Oceanography; Kenya; Production (economics); Environmental science; Biology; Geology; Ecology; Nutrient; Economics","score_opus":0.005974588085672954,"score_gpt":0.149495096284357,"score_spread":0.14352050819868406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006938965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055499524,0.0000058626056,9.063905e-7,0.00016518241,0.0000012382993,0.00013742558,0.000014594996,0.00005217962,0.9940727],"genre_scores_gemma":[0.0007153917,9.5384024e-8,0.00014203311,0.00004683624,0.000040503666,0.000003197773,0.000005565815,0.000005577669,0.9990408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992464,0.000025439698,0.000107894455,0.00021150806,0.00019791102,0.00021080147],"domain_scores_gemma":[0.9996141,0.000015173278,0.00002228401,0.00020659056,0.0000029439248,0.00013891685],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000135689,0.000094323936,0.00010797708,0.000012585235,0.000110137196,0.000021187581,0.00021909957,0.000046127534,0.99987835],"category_scores_gemma":[0.000008741312,0.00008253923,0.000042263917,0.00012829987,0.000041246913,0.00009785977,0.000101155645,0.00005393521,0.99991155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016932567,0.00003291885,0.0000055928604,0.0000016644739,0.00000459923,0.0000047942412,0.000024765437,0.000059348862,0.00001839096,1.4743182e-7,0.7035575,0.29627335],"study_design_scores_gemma":[0.000114004026,0.00006862406,0.00029494235,0.0000047134695,0.000007752093,0.0000032166047,0.0000018621927,0.00025428255,0.00004845567,0.000003990338,0.99907035,0.00012783578],"about_ca_topic_score_codex":0.00042344586,"about_ca_topic_score_gemma":0.0000044946223,"teacher_disagreement_score":0.2961455,"about_ca_system_score_codex":0.00007802937,"about_ca_system_score_gemma":0.0000034879686,"threshold_uncertainty_score":0.3365852},"labels":[],"label_agreement":null},{"id":"W3020546713","doi":"10.1111/jfb.14355","title":"Divergence in aerobic scope and thermal tolerance is related to local thermal regime in two populations of introduced Nile perch (<scp><i>Lates niloticus</i></scp>)","year":2020,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Carleton University; McGill University","funders":"","keywords":"Lates; Acclimatization; Biology; Perch; Respirometry; Critical thermal maximum; Population; Ecology; Phenotypic plasticity; Fishery; Fish <Actinopterygii>","score_opus":0.01886994370972771,"score_gpt":0.2479215057542811,"score_spread":0.22905156204455338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020546713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660134,0.00008247167,0.000054866305,0.0027947447,0.000106913736,0.00012796141,0.00001117853,0.000003316224,0.00021720416],"genre_scores_gemma":[0.9987191,0.00003176842,0.00043986365,0.0007481593,0.000031492575,6.9838256e-7,0.0000016651704,0.000003831777,0.000023422002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889284,0.00013781675,0.0004663559,0.00019476112,0.00011197995,0.00019624787],"domain_scores_gemma":[0.9994819,0.00007104767,0.00023152094,0.000087325025,0.000020643252,0.00010751987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034584157,0.000100283076,0.00029730625,0.000056782363,0.000041006002,0.0000066626035,0.0002279924,0.00007730396,0.0002407485],"category_scores_gemma":[0.000117712014,0.000079661746,0.00004384967,0.0003325935,0.0001357933,0.00014275464,0.0001721601,0.00022182745,0.000033920503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038918028,0.000046515364,0.9190912,0.000007135621,0.000008550225,0.000016318176,0.0023555965,0.0029844819,0.07289207,0.000014873971,0.0015172332,0.0010271046],"study_design_scores_gemma":[0.0007238685,0.00039348938,0.99172586,0.00004317582,0.000010243185,0.000018591916,0.00037392692,0.0016737939,0.0045573777,0.00006290931,0.00035293124,0.00006382875],"about_ca_topic_score_codex":0.00079264276,"about_ca_topic_score_gemma":0.00074293994,"teacher_disagreement_score":0.07263467,"about_ca_system_score_codex":0.00006466921,"about_ca_system_score_gemma":0.000015988284,"threshold_uncertainty_score":0.32485116},"labels":[],"label_agreement":null},{"id":"W3034758734","doi":"10.1080/14634988.2020.1735230","title":"Predation on planktonic ciliates in Kenyan soda lakes","year":2020,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Predation; Zooplankton; Ciliate; Plankton; Biology; Abundance (ecology); Ecology; Protozoa; Nutrient; Rotifer; Predator; Competition (biology); Botany","score_opus":0.02161112164746514,"score_gpt":0.2267880098838443,"score_spread":0.20517688823637914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034758734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96178025,0.00008994085,0.0009610854,0.013878389,0.00028785405,0.0026683994,0.000042507945,0.00014539527,0.020146152],"genre_scores_gemma":[0.99647564,0.00006090703,0.00046770493,0.0026109905,0.00004029258,0.000053122945,0.00003634883,0.000012195194,0.00024277891],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976453,0.00023163698,0.000617365,0.0005443652,0.00050445437,0.0004568311],"domain_scores_gemma":[0.99911106,0.00006899808,0.00027613,0.00030831745,0.0000031871632,0.00023230769],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008960221,0.0002066709,0.00033699142,0.00006394693,0.00017288169,0.000039436676,0.00032316343,0.000053653428,0.0007539221],"category_scores_gemma":[0.000025826113,0.0001872201,0.000055064047,0.00035975236,0.000018449005,0.00015053923,0.00020242883,0.00012491934,0.0053542326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033161926,0.0011213218,0.7381057,0.0058490927,0.00024156716,0.00022472524,0.0123403445,0.013494512,0.00008327002,0.0077772243,0.13546553,0.08496505],"study_design_scores_gemma":[0.00737756,0.0030782695,0.39197883,0.001949185,0.00012016745,0.000012038734,0.0104933325,0.40306616,0.00014420135,0.0015089249,0.17827511,0.0019962196],"about_ca_topic_score_codex":0.0012022799,"about_ca_topic_score_gemma":0.007579217,"teacher_disagreement_score":0.38957164,"about_ca_system_score_codex":0.00065759657,"about_ca_system_score_gemma":0.000019288334,"threshold_uncertainty_score":0.9954202},"labels":[],"label_agreement":null},{"id":"W3039643830","doi":"10.1111/sed.12778","title":"The role of hydrothermal fluids in sedimentation in saline alkaline lakes: Evidence from Nasikie Engida, Kenya Rift Valley","year":2020,"lang":"en","type":"article","venue":"Sedimentology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Wetenschappelijk Onderzoek; Belgian Federal Science Policy Office; National Science Foundation","keywords":"Evaporite; Geology; Geochemistry; Diagenesis; Halite; Hot spring; Sedimentary rock; Anhydrite; Clastic rock; Carbonate; Gypsum; Paleontology","score_opus":0.014495669549986146,"score_gpt":0.22404409991967783,"score_spread":0.20954843036969167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039643830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960409,0.0005543254,0.00012226182,0.0020886322,0.000092478556,0.00028261094,0.000018376722,0.000013152475,0.0007872651],"genre_scores_gemma":[0.9991622,0.000065085034,0.0003160206,0.00035236694,0.0000409137,0.000009717021,0.00001457774,0.0000051921775,0.000033907956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870443,0.00018870721,0.00036496305,0.00028176274,0.00022852118,0.00023162882],"domain_scores_gemma":[0.99941796,0.00023361962,0.000121032244,0.00015644167,0.00000577016,0.000065180626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003742285,0.00011306308,0.00020622456,0.000023811957,0.000050878578,0.000007567874,0.00029247193,0.00008890191,0.0011387017],"category_scores_gemma":[0.000078619094,0.00008879756,0.000038674145,0.00021431132,0.00013320021,0.00013903565,0.0001583527,0.00012599996,0.00025788764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019045381,0.00009908687,0.83189064,0.00000849581,0.000021881156,0.000016955688,0.0046766982,0.0009669718,0.15876985,0.00009483883,0.00059160247,0.0026725337],"study_design_scores_gemma":[0.006300559,0.0014013475,0.576653,0.00024126771,0.00010365346,0.00000801887,0.010031995,0.21462281,0.15195498,0.0023693684,0.035389043,0.00092394993],"about_ca_topic_score_codex":0.007670967,"about_ca_topic_score_gemma":0.0064306655,"teacher_disagreement_score":0.25523764,"about_ca_system_score_codex":0.000090802285,"about_ca_system_score_gemma":0.000015026075,"threshold_uncertainty_score":0.9997744},"labels":[],"label_agreement":null},{"id":"W3046647139","doi":"10.1080/14634988.2020.1797313","title":"The application of Great Lakes ecosystem - based science to the restoration of the Gulf: A successful case study","year":2020,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Industrial Plankton; Fisheries and Oceans Canada","funders":"","keywords":"Livelihood; Ecosystem; Habitat; Habitat destruction; Environmental degradation; Environmental resource management; Environmental science; Fishery; Environmental protection; Geography; Oceanography; Environmental planning; Agriculture; Ecology","score_opus":0.022287963548044423,"score_gpt":0.25842781791031644,"score_spread":0.23613985436227203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046647139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97170967,0.00007036875,0.0063917763,0.013815191,0.00024374749,0.0070195473,0.000033114124,0.000027690177,0.00068888353],"genre_scores_gemma":[0.99911505,0.0000070926403,0.0001710383,0.00045178336,0.000030000034,0.00018497964,0.0000012144062,0.000008325996,0.000030532487],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99657345,0.00060090196,0.0008891814,0.00048398486,0.0011132256,0.00033923745],"domain_scores_gemma":[0.9976693,0.00019820686,0.00083694665,0.0010876149,0.00004118491,0.00016678884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044309204,0.00017352747,0.0003020514,0.000044861634,0.0011600568,0.000059223847,0.0012310342,0.000025949026,0.00002217971],"category_scores_gemma":[0.00008944935,0.00008985536,0.00007678088,0.0011978978,0.00010649587,0.00013840207,0.0005682934,0.0000857331,0.00015039287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033038613,0.0015870674,0.70568246,0.0070904046,0.0003850261,0.00013128691,0.05202026,0.05012668,0.000432763,0.0074216826,0.018843058,0.1559489],"study_design_scores_gemma":[0.0027428395,0.002340026,0.11005251,0.0006588003,0.00038938655,0.000071953684,0.117669374,0.703651,0.0004912367,0.00015110464,0.060981568,0.00080018974],"about_ca_topic_score_codex":0.0052908026,"about_ca_topic_score_gemma":0.08245994,"teacher_disagreement_score":0.65352434,"about_ca_system_score_codex":0.0004535728,"about_ca_system_score_gemma":0.000094225135,"threshold_uncertainty_score":0.9342828},"labels":[],"label_agreement":null},{"id":"W3087068980","doi":"10.1016/j.jglr.2020.09.007","title":"Consequences of calamities and their management: The case of COVID-19 pandemic and flooding on inland capture fisheries in Kenya","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Livelihood; Fishing; Geography; Pandemic; Flooding (psychology); Preparedness; Fishery; Natural disaster; Socioeconomics; Business; Coronavirus disease 2019 (COVID-19); Agriculture; Economics; Biology","score_opus":0.10197628755335084,"score_gpt":0.30534852403937063,"score_spread":0.2033722364860198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087068980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966165,0.0003203159,0.000009295069,0.001961485,0.000010061468,0.000110278335,0.000021429663,0.0000010323182,0.00094963366],"genre_scores_gemma":[0.9992983,0.0005338002,0.00003149006,0.00006627599,0.000010789843,5.7269403e-7,1.9138858e-7,0.0000016370974,0.00005695206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991635,0.00021362372,0.00019669785,0.00009047753,0.00022419816,0.00011149605],"domain_scores_gemma":[0.99935573,0.0003688167,0.0001053381,0.000060563707,0.000017144404,0.00009240706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011128627,0.000057203644,0.00016730605,0.00005284543,0.00011412828,0.000021615144,0.00013488352,0.0000344565,0.000085702144],"category_scores_gemma":[0.00016514763,0.000030311536,0.000022876411,0.00015612743,0.00078167854,0.000093702205,0.00014891785,0.00019928273,7.415669e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014028397,0.000013256249,0.9844169,0.00016595403,0.000026797152,0.0005825164,0.01149574,0.000053400076,0.0009970596,0.00006963142,0.00090145995,0.001136998],"study_design_scores_gemma":[0.006326085,0.003769481,0.49390924,0.0009560728,0.000116711715,0.006521369,0.45460203,0.003138992,0.0055237473,0.00593762,0.018613229,0.00058541965],"about_ca_topic_score_codex":0.0013163758,"about_ca_topic_score_gemma":0.0010173727,"teacher_disagreement_score":0.49050766,"about_ca_system_score_codex":0.000040909166,"about_ca_system_score_gemma":0.00001889661,"threshold_uncertainty_score":0.2880127},"labels":[],"label_agreement":null},{"id":"W3092179967","doi":"10.1016/j.jglr.2020.09.009","title":"Spatial and temporal variations of Limnothrissa miodon stocks and their stability in Lake Kivu","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Liège; Belgian Federal Science Policy Office","keywords":"Pelagic zone; Stock (firearms); Fishery; Environmental science; Fish stock; Overexploitation; Spatial distribution; Context (archaeology); Geography; Fish <Actinopterygii>; Biology","score_opus":0.0741822714147464,"score_gpt":0.28778877590188373,"score_spread":0.21360650448713733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092179967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973553,0.00007599469,0.0003039011,0.0015592058,0.00001646189,0.00013879611,0.000046136785,0.0000015336337,0.0005026783],"genre_scores_gemma":[0.99964947,0.000047734822,0.00022949482,0.00001577545,0.000034578872,5.4429114e-7,9.184024e-7,0.0000023926495,0.000019085926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884945,0.00023332833,0.00027436178,0.00012515779,0.0003723808,0.00014532018],"domain_scores_gemma":[0.9994317,0.00018604769,0.00011276259,0.00007733671,0.000044206972,0.00014793452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423739,0.000061263614,0.00019857676,0.000052416242,0.00008411789,0.000022375743,0.00013168351,0.000051141396,0.00064552604],"category_scores_gemma":[0.0002369615,0.000042167034,0.000031743362,0.0001978064,0.00023248915,0.00016318234,0.00019125735,0.00026312505,0.000004930178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011101688,0.00005151007,0.99098843,0.000026723008,0.000008721596,0.000011207494,0.0025610914,0.000004772242,0.0027388856,0.0000065677773,0.00031846252,0.0031726006],"study_design_scores_gemma":[0.00081414275,0.00083208375,0.98913157,0.00003910461,0.000006392512,0.000015561074,0.0015342616,0.0032156399,0.0011190599,0.0002627017,0.00295263,0.00007683818],"about_ca_topic_score_codex":0.001005582,"about_ca_topic_score_gemma":0.010419903,"teacher_disagreement_score":0.009414321,"about_ca_system_score_codex":0.000049423506,"about_ca_system_score_gemma":0.000030008785,"threshold_uncertainty_score":0.70680577},"labels":[],"label_agreement":null},{"id":"W3093175453","doi":"10.5194/egusphere-egu2020-13797","title":"Preliminary identification of drivers and pathways of change in the Socio-Physical dynamics of the Western Indian Ocean Deltas","year":2020,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Geography; Delta; River delta; Population; Tanzania; Environmental planning","score_opus":0.029743468191994662,"score_gpt":0.21165541474794747,"score_spread":0.1819119465559528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093175453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99865055,0.0000026495325,0.000029122315,0.00096762273,0.000008707541,0.00018230484,0.000040753723,0.0000016644741,0.00011662432],"genre_scores_gemma":[0.99988604,0.000003795215,0.0000140824795,0.00008038729,0.0000047020644,6.4222843e-7,0.0000031388422,0.000001123118,0.0000061134397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995639,0.00004287151,0.00011696332,0.00008037552,0.00014908637,0.00004681351],"domain_scores_gemma":[0.9997384,0.000026684365,0.00012078195,0.00009560972,0.0000033786507,0.0000151339755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121507066,0.00003697874,0.00007551098,0.0000058522437,0.000026839914,0.000002374101,0.00018342127,0.000022822162,0.00001334177],"category_scores_gemma":[0.000008019961,0.000021120402,0.00002768532,0.00009638464,0.00015027211,0.000066025874,0.00014223918,0.00003679491,0.000003548514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006036485,0.00004994654,0.9681107,0.000034231805,0.0000031978288,4.6253172e-7,0.029540831,0.00001094866,0.0013030148,0.00012737785,0.000059297618,0.00075398054],"study_design_scores_gemma":[0.00010276546,0.00008558618,0.98355156,0.000008290961,0.000010962317,4.3518224e-7,0.0059479815,0.008863743,0.0013145444,0.000079640115,0.0000047399167,0.00002976194],"about_ca_topic_score_codex":0.0008077321,"about_ca_topic_score_gemma":0.0004084869,"teacher_disagreement_score":0.02359285,"about_ca_system_score_codex":0.000019346187,"about_ca_system_score_gemma":0.0000028582226,"threshold_uncertainty_score":0.12210547},"labels":[],"label_agreement":null},{"id":"W3127764893","doi":"10.3389/frwa.2020.620704","title":"Assessment of the Ecological Health of Afrotropical Rivers Using Fish Assemblages: A Case Study of Selected Rivers in the Lake Victoria Basin, Kenya","year":2021,"lang":"en","type":"article","venue":"Frontiers in Water","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Fonds National de la Recherche Luxembourg; National Research Fund, Kenya","keywords":"Index of biological integrity; Water quality; Ecosystem health; Environmental science; Ecology; Habitat; Species richness; Drainage basin; Ecological health; Fishery; Geography; Ecosystem; Biology; Ecosystem services","score_opus":0.01732108568948703,"score_gpt":0.2494874722525706,"score_spread":0.23216638656308355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127764893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884313,0.0000036460829,0.0001640738,0.00016511086,0.00026369453,0.00043766448,0.000017117376,0.000002422521,0.00010312878],"genre_scores_gemma":[0.998274,0.000003729481,0.0016260014,0.00006755883,0.0000070769465,0.0000028395573,0.0000033092101,0.0000026897703,0.000012758302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982323,0.0006705861,0.000347687,0.00020763914,0.00033547738,0.00020628286],"domain_scores_gemma":[0.9995288,0.000039639577,0.00014488652,0.0002371781,0.000020145522,0.000029322422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004899311,0.000093245726,0.00030604235,0.000033323042,0.000069486625,0.0000065813742,0.00024413869,0.00006507103,0.0001631521],"category_scores_gemma":[0.000027451742,0.00004995257,0.000056304594,0.00034485184,0.00013556035,0.00006145202,0.00023207367,0.00015734749,5.773708e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010924004,0.0006209424,0.99138224,0.00001898388,0.000021749309,0.00015570843,0.005620899,0.00066936854,0.00040216825,0.0000015378129,0.0010461248,0.00004937741],"study_design_scores_gemma":[0.0008656641,0.00021962768,0.98153937,0.000019657768,0.000021497186,0.000021897305,0.014944939,0.0016677703,0.00041079902,0.000029684537,0.00019071778,0.00006838439],"about_ca_topic_score_codex":0.003158754,"about_ca_topic_score_gemma":0.017745605,"teacher_disagreement_score":0.014586851,"about_ca_system_score_codex":0.00026456502,"about_ca_system_score_gemma":0.0000446752,"threshold_uncertainty_score":0.9902464},"labels":[],"label_agreement":null},{"id":"W3140328532","doi":"10.1007/s10530-021-02511-w","title":"Olaf Lawrence Fredrich Weyl (1972–2020)","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"South African Institute for Aquatic Biodiversity; Rhodes University","keywords":"Biology; Humanities; Art history; History; Philosophy","score_opus":0.17322212595268424,"score_gpt":0.23675963301878697,"score_spread":0.06353750706610273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140328532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744384,0.00013747385,0.00025395892,0.0008286205,0.00018291544,0.00008855368,0.000036931815,0.000060904473,0.023972219],"genre_scores_gemma":[0.9953688,0.0001832647,0.0021647385,0.00070727465,0.000047785164,0.0000050482954,0.000025839938,0.0000021904127,0.0014950882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990437,0.000093046416,0.00014679691,0.00034357805,0.00014259116,0.0002302579],"domain_scores_gemma":[0.99947244,0.00010908558,0.000042454332,0.00022474001,0.000010191837,0.00014108451],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014790441,0.00009776201,0.00013518146,0.000005575426,0.00024089986,0.000020522431,0.00022239496,0.00012498848,0.013749659],"category_scores_gemma":[0.00021665571,0.00006537463,0.000075643075,0.0002436876,0.00014899293,0.00005777328,0.00054229825,0.00011517846,0.004885538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069748953,0.0003104474,0.8524912,0.0000047226285,0.000015418304,0.00026400172,0.000115072275,0.000019745514,0.064302064,0.0014000998,0.077006094,0.004064156],"study_design_scores_gemma":[0.00033522822,0.00018560635,0.65309006,0.000023703433,0.000019470042,0.000082516424,0.0005226858,0.00024983584,0.00553818,0.002499174,0.33700097,0.00045257382],"about_ca_topic_score_codex":0.00019847241,"about_ca_topic_score_gemma":0.0003087756,"teacher_disagreement_score":0.25999486,"about_ca_system_score_codex":0.000053078267,"about_ca_system_score_gemma":0.00001239716,"threshold_uncertainty_score":0.99588925},"labels":[],"label_agreement":null},{"id":"W3161658941","doi":"10.1016/j.jglr.2021.04.021","title":"High nutrient loading and climatic parameters influence the dominance and dissimilarity of toxigenic cyanobacteria in northern bays of Lake Victoria","year":2021,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fonds Français pour l'Environnement Mondial","keywords":"Bay; Phytoplankton; Eutrophication; Dominance (genetics); Oceanography; Murchison meteorite; Environmental science; Ecology; Bloom; Microcystis; Cyanobacteria; Nutrient; Microcystis aeruginosa; Chlorophyll a; Biology; Geology; Botany","score_opus":0.025737177933973197,"score_gpt":0.27209592560855583,"score_spread":0.24635874767458263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161658941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993565,0.00014471354,0.00001751926,0.00024247608,0.00004176376,0.00011121938,0.000017143479,6.240848e-7,0.00006803917],"genre_scores_gemma":[0.9991957,0.00037909695,0.00038499484,0.000006493003,0.000010117117,9.206876e-7,4.686714e-7,0.000002598797,0.000019600306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856097,0.00025323778,0.00038215745,0.00012567044,0.0004939657,0.00018399813],"domain_scores_gemma":[0.99912673,0.00033619595,0.00022263972,0.00015634843,0.0000824534,0.00007561347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015352096,0.000069891605,0.00025751797,0.000049865845,0.00009383889,0.000027689468,0.00019289616,0.00004658227,0.000087240995],"category_scores_gemma":[0.00029558275,0.00004472558,0.000041295523,0.00029525394,0.0003532019,0.00017491172,0.0002450468,0.00022345652,0.0000019759916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107857326,0.00005645886,0.9758118,0.00007599728,0.000016279362,0.000038781345,0.0010821677,0.00004782384,0.022210587,0.000026982265,0.00001885402,0.00050640746],"study_design_scores_gemma":[0.0005319425,0.00018895091,0.9866627,0.00021302029,0.000014090276,0.000042704607,0.0007256162,0.00012264862,0.010799637,0.00046778392,0.00017483733,0.000056079476],"about_ca_topic_score_codex":0.0002496079,"about_ca_topic_score_gemma":0.00949305,"teacher_disagreement_score":0.011410949,"about_ca_system_score_codex":0.0000817474,"about_ca_system_score_gemma":0.000035685902,"threshold_uncertainty_score":0.5297345},"labels":[],"label_agreement":null},{"id":"W3172355169","doi":"10.1016/j.jglr.2021.05.005","title":"Empirical modeling of chlorophyll a from MODIS satellite imagery for trophic status monitoring of Lake Victoria in East Africa","year":2021,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Makerere University","keywords":"Trophic level; Environmental science; Cloud cover; Trophic state index; Satellite; Eutrophication; Satellite imagery; Chlorophyll a; In situ; Remote sensing; Physical geography; Geography; Meteorology; Ecology; Cloud computing; Nutrient; Biology; Computer science","score_opus":0.11555621755097124,"score_gpt":0.33200451675657827,"score_spread":0.21644829920560704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172355169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813616,0.00045195845,0.00036502987,0.00010276559,0.000118621625,0.00011302221,0.00026199623,0.0000017135508,0.00044872897],"genre_scores_gemma":[0.99537224,0.00026501346,0.004099037,0.0000015538203,0.00014049582,0.0000023747796,0.0000060466714,0.000007744429,0.00010551688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977359,0.00019488398,0.0005710798,0.00018940278,0.0009447323,0.0003639818],"domain_scores_gemma":[0.9988658,0.00036094512,0.00019380226,0.00018830998,0.00023495212,0.00015621896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009650827,0.00009545982,0.00038083197,0.00013611074,0.00007251064,0.000026315498,0.0002514358,0.00008429962,0.0006418901],"category_scores_gemma":[0.0003749767,0.00007682571,0.00015886243,0.00045120664,0.00011558802,0.00020796256,0.00019425419,0.00031064302,0.000010177139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000632813,0.00029346455,0.9380218,0.00009534029,0.00006715457,0.00017027119,0.003596434,0.0037420022,0.05013389,0.0000031665547,0.0003858494,0.002857853],"study_design_scores_gemma":[0.0054558134,0.0017310277,0.85318786,0.001453645,0.00012056457,0.000048402057,0.0119408155,0.09114526,0.020167498,0.0031234466,0.011002358,0.0006233058],"about_ca_topic_score_codex":0.00032655324,"about_ca_topic_score_gemma":0.0004918217,"teacher_disagreement_score":0.08740326,"about_ca_system_score_codex":0.00021926904,"about_ca_system_score_gemma":0.00010998261,"threshold_uncertainty_score":0.70282465},"labels":[],"label_agreement":null},{"id":"W3198020796","doi":"10.2305/iucn.ch.2021.11.en","title":"The state of biodiversity in Kuwait","year":2021,"lang":"en","type":"book","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Kuwait Institute for Scientific Research; Kuwait University; York University","keywords":"IUCN Red List; Fauna; Biodiversity; Geography; Listing (finance); Habitat; Flora (microbiology); Global biodiversity; Conservation status; Ecology; Environmental protection; Environmental resource management; Biology; Environmental science; Business","score_opus":0.009431446322813319,"score_gpt":0.16802050337039112,"score_spread":0.1585890570475778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198020796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031724334,0.00012217769,0.0000135495475,0.00016005768,0.00013469282,0.00019774443,0.00009210052,0.000008733425,0.9675466],"genre_scores_gemma":[0.002989963,0.00017054912,0.00006732043,0.000060838644,0.0000063136017,4.4813555e-7,0.000018911502,0.0000019759898,0.99668366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926895,0.00002982262,0.00015747106,0.00017777437,0.00024004566,0.00012595936],"domain_scores_gemma":[0.9995741,0.00006412009,0.00011548613,0.00021009176,0.0000041791136,0.000032027307],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023677015,0.00009170723,0.00016173461,0.00001349455,0.0000775495,0.000010723847,0.0002672178,0.000068804715,0.002384533],"category_scores_gemma":[0.00000947491,0.000060214446,0.00006884934,0.000058376056,0.00016272887,0.00003407949,0.0004803279,0.00011718798,0.0010092603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016439779,0.000051416628,0.08143616,0.000037212,0.000042234115,0.00006583134,0.00040993086,0.000033422635,0.000035088502,0.00011222339,0.9071913,0.010568756],"study_design_scores_gemma":[0.000295509,0.000049698305,0.03401049,0.00005771834,0.000025903646,0.0000022588945,0.00018824053,0.00009321536,0.00017810459,0.0019254595,0.9628735,0.00029986107],"about_ca_topic_score_codex":0.0023053642,"about_ca_topic_score_gemma":0.010912374,"teacher_disagreement_score":0.055682253,"about_ca_system_score_codex":0.0002356592,"about_ca_system_score_gemma":0.00003617052,"threshold_uncertainty_score":0.99976856},"labels":[],"label_agreement":null},{"id":"W3200351598","doi":"10.3389/fsufs.2021.742803","title":"Trading Fast and Slow: Fish Marketing Networks Provide Flexible Livelihood Opportunities on an East African Floodplain","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Royal Anthropological Institute; University of Dar es Salaam; University College London; Tanzania Commission for Science and Technology; British Institute in Eastern Africa; Parkes Foundation","keywords":"Livelihood; Business; Commodity; Commodity chain; Market access; Fishery; Economic growth; Economics; Geography; Agriculture; Finance","score_opus":0.018714839250841116,"score_gpt":0.19210604113379368,"score_spread":0.17339120188295257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200351598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478098,0.0011960111,0.009196708,0.00061928807,0.0010415049,0.0013883025,0.00007113512,0.00015558604,0.03852162],"genre_scores_gemma":[0.99128383,0.000050715764,0.00068269786,0.00009370229,0.00012067932,0.000049524966,0.000029343732,0.000025534713,0.0076639815],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9970125,0.00067349704,0.00042345014,0.00064493687,0.00039920254,0.0008464304],"domain_scores_gemma":[0.99903816,0.00007237745,0.00019130413,0.0003548498,0.00004132868,0.0003019763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017441361,0.00028255014,0.00045534622,0.00012645441,0.0005061874,0.0002944454,0.00027552884,0.00016740954,0.0000673593],"category_scores_gemma":[0.00013354637,0.0002859877,0.000060293936,0.00043180012,0.00013826693,0.0005507752,0.00027924153,0.00025480246,0.0000032863609],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052598835,0.0008492517,0.8076077,0.0018990161,0.0002872424,0.0027597751,0.013758488,0.015597575,0.00009760435,0.001956464,0.12585403,0.028806867],"study_design_scores_gemma":[0.0012998058,0.00079633,0.014329018,0.00040480515,0.000051687162,0.0000941273,0.7538143,0.16717692,0.000038272094,0.00015601596,0.06091563,0.00092310784],"about_ca_topic_score_codex":0.00072747405,"about_ca_topic_score_gemma":0.00031905936,"teacher_disagreement_score":0.7932787,"about_ca_system_score_codex":0.00071724557,"about_ca_system_score_gemma":0.000081074126,"threshold_uncertainty_score":0.99995923},"labels":[],"label_agreement":null},{"id":"W3212398013","doi":"10.5281/zenodo.5517457","title":"Chapter 2.2 Status and Trends –Nature","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","score_opus":0.013280593422871596,"score_gpt":0.1985947667454271,"score_spread":0.18531417332255548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212398013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63456404,0.000024046525,0.00004782234,0.00030828352,0.000048956765,0.00011171003,0.00005958087,0.00013612844,0.36469942],"genre_scores_gemma":[0.9961865,0.000024608671,0.00007876986,0.00010784626,0.00001842631,2.2854065e-9,0.00012478133,0.0001450418,0.003314003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924505,0.00004926758,0.00007607446,0.00024155837,0.00019345123,0.00019458125],"domain_scores_gemma":[0.9996358,0.0000053771846,0.00003800509,0.00018787105,0.00002008513,0.00011285174],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020065346,0.00006652508,0.00006658111,0.000046295743,0.000595412,0.00015660806,0.00024798207,0.000050912975,0.10013102],"category_scores_gemma":[0.00003056865,0.00006043983,0.00001810946,0.00015196064,0.00007710806,0.00016300286,0.00086660404,0.00014439123,0.022689877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116392686,0.00018361543,0.012726533,0.00006934976,0.00006055237,0.000020553976,0.003453543,0.000057972626,0.012494141,0.013131501,0.25792417,0.6997617],"study_design_scores_gemma":[0.00022974191,0.00010208093,0.040595446,0.0000046987343,0.0000037786901,0.000016269387,0.00014161922,0.0002315694,0.00006858502,0.000048557737,0.95846915,0.00008848192],"about_ca_topic_score_codex":0.00004524554,"about_ca_topic_score_gemma":0.0000010111471,"teacher_disagreement_score":0.700545,"about_ca_system_score_codex":0.0000640957,"about_ca_system_score_gemma":1.7822465e-7,"threshold_uncertainty_score":0.9780711},"labels":[],"label_agreement":null},{"id":"W3212523150","doi":"10.1038/d41586-021-02984-8","title":"Audio long-read: How dangerous is Africa’s explosive Lake Kivu?","year":2021,"lang":"en","type":"article","venue":"Nature","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Explosive material; Feature (linguistics); Computer security; Geography; Computer science; Archaeology; Linguistics","score_opus":0.012954434972681561,"score_gpt":0.20150701136411484,"score_spread":0.18855257639143327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212523150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.879274,0.0019411539,0.00047500036,0.021835191,0.0010526393,0.0006082504,0.00044451945,0.00015587597,0.09421334],"genre_scores_gemma":[0.96769786,0.000031392014,0.0009910201,0.0018872675,0.00011783851,0.0000074500576,0.000036611982,0.0000085620995,0.029221987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989752,0.000037889422,0.00007014841,0.0003308233,0.0003571379,0.0002288046],"domain_scores_gemma":[0.9995173,0.000026603666,0.000056378485,0.0002818825,0.000019628214,0.000098187855],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008215952,0.0001199657,0.0001413183,0.000011928843,0.00013091763,0.000045496563,0.00020394742,0.00055110775,0.0067536905],"category_scores_gemma":[0.000049893148,0.00009995728,0.00007820109,0.00021527418,0.000050590384,0.0001534618,0.00025281767,0.0006687909,0.0012239061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000962023,0.00011674876,0.1326979,0.000023486196,0.000040287086,0.00046291284,0.0019152692,0.000005397073,0.0024162552,0.00006311993,0.8571974,0.0050515914],"study_design_scores_gemma":[0.00034598133,0.0000431387,0.06193336,0.000031793523,0.00003478043,0.0000427838,0.0006630434,0.000044971548,0.0063247527,0.00014081833,0.93010265,0.0002919018],"about_ca_topic_score_codex":0.000023247241,"about_ca_topic_score_gemma":0.0016308756,"teacher_disagreement_score":0.08842384,"about_ca_system_score_codex":0.0000892545,"about_ca_system_score_gemma":0.0000129,"threshold_uncertainty_score":0.99955374},"labels":[],"label_agreement":null},{"id":"W3212793722","doi":"10.11575/prism/16809","title":"Target: zero flaring in Ecuador's Cuyabeno wildlife reserve","year":2004,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Zero (linguistics); Nature reserve; Geography; Forestry; Ecology; Archaeology; Biology; Philosophy","score_opus":0.00823945223882245,"score_gpt":0.1849292780783989,"score_spread":0.17668982583957646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212793722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415518,0.0000989011,0.0017806552,0.00009305673,0.00019319613,0.0003614748,0.0000026861615,0.000032434753,0.055885814],"genre_scores_gemma":[0.9330162,0.00022484252,0.027702147,0.00009073497,0.000022137545,8.6713345e-7,0.0005969863,0.000039963958,0.038306154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985173,0.000058251568,0.00020234246,0.0004513925,0.00047329318,0.00029746033],"domain_scores_gemma":[0.9992469,0.00002359368,0.00029798943,0.00029103068,0.000014523174,0.00012597046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024900847,0.00021914695,0.00039944565,0.00013780204,0.00018948095,0.000010509349,0.00059067336,0.000382009,0.0019141712],"category_scores_gemma":[0.000021696762,0.00027220184,0.0001600252,0.00023906799,0.00009922041,0.00028806127,0.00025158047,0.00037003102,0.00045551284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001336128,0.0014867639,0.79099154,0.0017782811,0.00042089145,0.0023839383,0.03521693,0.00035940108,0.0032772752,0.0005515225,0.045789666,0.11640763],"study_design_scores_gemma":[0.003163511,0.00026291027,0.96140146,0.0008556107,0.0001991683,0.0000049204255,0.0026455456,0.006630294,0.0010607606,0.003883702,0.018460046,0.001432064],"about_ca_topic_score_codex":0.04743371,"about_ca_topic_score_gemma":0.0067551136,"teacher_disagreement_score":0.1704099,"about_ca_system_score_codex":0.00050331466,"about_ca_system_score_gemma":0.00006607599,"threshold_uncertainty_score":0.999973},"labels":[],"label_agreement":null},{"id":"W4200053584","doi":"10.1111/fme.12527","title":"Trends in an emerging artisanal fishery of the African cyprinid <i>Rastrineobola argentea</i> in Lake Nabugabo, Uganda","year":2021,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fishing; Fishery; Geography; Abundance (ecology); Catch per unit effort; Period (music); Fish <Actinopterygii>; Population; Ecology; Biology; Demography","score_opus":0.013078908828436512,"score_gpt":0.19873233494835643,"score_spread":0.18565342611991992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200053584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754213,0.000011334749,0.0000061651663,0.0007699137,0.00015253808,0.00008142304,0.000010856894,0.0000062723416,0.023540199],"genre_scores_gemma":[0.9969101,0.00002897826,0.0001376444,0.0001641551,0.000010449365,0.000007873527,0.000012162859,0.0000034655957,0.0027251549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991249,0.00008432389,0.00021642157,0.00024428894,0.000108440225,0.00022162372],"domain_scores_gemma":[0.9996991,0.000014942753,0.00007309618,0.00017411978,0.0000035201565,0.000035213205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017978685,0.00009026028,0.00017025186,0.00005237035,0.00006932514,0.000016615892,0.00015656427,0.000043100248,0.0035720444],"category_scores_gemma":[0.0000078907415,0.0000757277,0.00003447058,0.0004056038,0.00011091282,0.00014656445,0.0004891467,0.00007948565,0.000008057917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015096482,0.000088486915,0.99104935,0.0000145689955,0.000009181329,0.0000415417,0.00035112392,0.00006920578,0.000034845314,0.00005770918,0.0031996316,0.0050692367],"study_design_scores_gemma":[0.00035697652,0.000043699565,0.96448404,0.000006723489,0.000009780655,0.0000023459932,0.0013035056,0.00024445186,0.000039094597,0.00009396136,0.03333425,0.00008117646],"about_ca_topic_score_codex":0.00022334319,"about_ca_topic_score_gemma":0.121085696,"teacher_disagreement_score":0.12086235,"about_ca_system_score_codex":0.000045378372,"about_ca_system_score_gemma":0.000003655365,"threshold_uncertainty_score":0.99733883},"labels":[],"label_agreement":null},{"id":"W4210386307","doi":"10.3917/pls.506.0044","title":"Les effets pervers du commerce du poisson","year":2019,"lang":"fr","type":"article","venue":"Pour la Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.010758555759798272,"score_gpt":0.21003599730441116,"score_spread":0.19927744154461288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210386307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9097063,0.00016485335,0.00029800058,0.01044385,0.001029982,0.00022251133,0.000023991659,0.000026409996,0.078084104],"genre_scores_gemma":[0.9867283,0.0000856421,0.0010836602,0.00032703494,0.00007502175,0.0000013290444,9.711136e-7,0.0000064581486,0.011691553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776477,0.00017116785,0.00018636275,0.00058231317,0.0007232905,0.0005720823],"domain_scores_gemma":[0.9989821,0.00021146992,0.00012937593,0.00036764762,0.000030683725,0.00027874482],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019125188,0.00019009673,0.0001973881,0.000048831487,0.0005897409,0.00015904047,0.0010070389,0.000106233296,0.010235962],"category_scores_gemma":[0.0001403234,0.00017080367,0.00008907201,0.0004788569,0.0013514276,0.000711719,0.00069067563,0.00018172455,0.022130106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063849566,0.00010642343,0.9625571,0.00003942362,0.0000048701513,0.000021142947,0.0012555487,0.00013115356,0.00951207,0.003210266,0.0055803503,0.01757532],"study_design_scores_gemma":[0.0005039132,0.00008841455,0.8647703,0.000107361724,0.000020931117,0.000067747846,0.00084788015,0.023090977,0.0012265536,0.000101791724,0.108842656,0.00033146018],"about_ca_topic_score_codex":0.014321959,"about_ca_topic_score_gemma":0.00038827234,"teacher_disagreement_score":0.103262305,"about_ca_system_score_codex":0.00047378772,"about_ca_system_score_gemma":0.00006459288,"threshold_uncertainty_score":0.99224174},"labels":[],"label_agreement":null},{"id":"W4224096688","doi":"10.1111/cobi.13914","title":"Prioritizing conservation in sub‐Saharan African lakes based on freshwater biodiversity and algal bloom metrics","year":2022,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Economic and Social Research Council; Mitacs; UK Research and Innovation","keywords":"Biodiversity; Freshwater ecosystem; Eutrophication; Geography; Threatened species; Context (archaeology); Agricultural biodiversity; Agriculture; Climate change; Algal bloom; Environmental science; Ecosystem; Ecology; Phytoplankton; Biology; Habitat","score_opus":0.02274268388461264,"score_gpt":0.2052069663797014,"score_spread":0.18246428249508875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224096688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494785,0.000028888631,0.00011260944,0.003979278,0.00011162971,0.00023171918,0.00022869007,0.000025535006,0.000333817],"genre_scores_gemma":[0.9961653,0.000010653584,0.00035158274,0.0032495928,0.000007567623,0.000011517393,0.00017125139,0.000002343646,0.000030198684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989852,0.00023722705,0.00017451846,0.00029232324,0.00013650749,0.00017428215],"domain_scores_gemma":[0.9995332,0.0001847933,0.00010436708,0.0001216007,0.000011434025,0.000044642988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005409706,0.000096499236,0.00013900024,0.00012941552,0.00031899798,0.0000145434315,0.000127738,0.00006242779,0.000588688],"category_scores_gemma":[0.000086822176,0.000095445546,0.000025131561,0.00041214697,0.00014019126,0.00008076859,0.00019080096,0.0001287721,0.000061534774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050159735,0.00005131388,0.9873708,0.000004480709,0.0000034739091,0.0000072090666,0.00010600076,0.00003388281,0.005543248,0.000049389884,0.006318273,0.00046179473],"study_design_scores_gemma":[0.0010943543,0.00028692855,0.87269634,0.000005089598,0.000012916602,0.0000042192933,0.00024586558,0.027111806,0.00049072364,0.00016170602,0.09767194,0.00021810226],"about_ca_topic_score_codex":0.0036308053,"about_ca_topic_score_gemma":0.004195601,"teacher_disagreement_score":0.11467443,"about_ca_system_score_codex":0.0001851673,"about_ca_system_score_gemma":0.000018054281,"threshold_uncertainty_score":0.6445721},"labels":[],"label_agreement":null},{"id":"W4229641894","doi":"10.2307/4107274","title":"The Nile","year":2004,"lang":"fr","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.029384451403734812,"score_gpt":0.21046996681371768,"score_spread":0.18108551540998288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229641894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8634992,0.08862453,0.000074111726,0.034728646,0.005055882,0.00039119253,0.00026390742,0.000011077106,0.007351436],"genre_scores_gemma":[0.9892667,0.0038947728,0.00095715275,0.00022361815,0.00071750116,0.000006225908,0.000001017165,0.00003076876,0.004902247],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666506,0.0001728074,0.00093084417,0.00036947723,0.00022982326,0.0016320004],"domain_scores_gemma":[0.99577785,0.0004476337,0.00076948316,0.000444696,0.00044300876,0.0021173223],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0015162473,0.00043450526,0.00073997484,0.00020045387,0.0023796693,0.00018468636,0.0011635959,0.000146799,0.00029486077],"category_scores_gemma":[0.0014808828,0.000328333,0.00036856433,0.0010330454,0.0034194167,0.0004177244,0.0001523358,0.00044927638,0.00017448157],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023995123,0.00043174913,0.11258635,0.0015820798,0.0070168227,0.019876594,0.3726986,0.015014728,0.0005070112,0.17139277,0.1716546,0.12699872],"study_design_scores_gemma":[0.00066473853,0.0008525769,0.0142273465,0.0007605464,0.00036304188,0.0013898157,0.089848384,0.000022609916,0.000028389122,0.008710305,0.8825642,0.00056807237],"about_ca_topic_score_codex":0.25630662,"about_ca_topic_score_gemma":0.9724521,"teacher_disagreement_score":0.7161455,"about_ca_system_score_codex":0.007105631,"about_ca_system_score_gemma":0.0009445855,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W4231507167","doi":"10.1007/s00251-005-0802-6","title":"Major histocompatibility genes in the Lake Tana African large barb species flock: evidence for complete partitioning of class II B, but not class I, genes among different species","year":2005,"lang":"en","type":"article","venue":"Immunogenetics","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biology; Gene; Genetics; Major histocompatibility complex; Human genetics; Flock; Evolutionary biology; Ecology","score_opus":0.06340118231307322,"score_gpt":0.24757147868101348,"score_spread":0.18417029636794024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231507167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631315,0.00080444163,0.0006007651,0.000450563,0.00011813439,0.0009479519,0.0004015828,0.000015834703,0.00034754357],"genre_scores_gemma":[0.9979872,0.00017819449,0.0010946252,0.000085627915,0.000092527145,0.000062341474,0.000025621515,0.000009554475,0.00046428607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980507,0.00015941088,0.0005526988,0.00035695825,0.0004711957,0.0004090324],"domain_scores_gemma":[0.9988376,0.0002718125,0.00026283,0.00053794665,0.00003398686,0.000055830176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005809894,0.00022134758,0.00034236023,0.00003667233,0.0004942735,0.000043087875,0.00062054675,0.00007827791,0.00067524833],"category_scores_gemma":[0.00005621823,0.0001659824,0.00015393445,0.00016574863,0.00042393652,0.00012371517,0.00038878547,0.00010826697,0.000026198888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089066394,0.00033374535,0.891555,0.0000625724,0.000034624583,0.0000021268784,0.0022224875,0.0017594693,0.101628765,0.00017035619,0.00089590065,0.0012458789],"study_design_scores_gemma":[0.00048044586,0.00019887689,0.91713536,0.000053552798,0.000048058067,0.0000017816678,0.0012637916,0.0055414294,0.020269675,0.000042182284,0.05472948,0.00023537682],"about_ca_topic_score_codex":0.0004564437,"about_ca_topic_score_gemma":0.035270467,"teacher_disagreement_score":0.08135909,"about_ca_system_score_codex":0.00026951742,"about_ca_system_score_gemma":0.0000151012555,"threshold_uncertainty_score":0.98233336},"labels":[],"label_agreement":null},{"id":"W4232916099","doi":"10.18280/ijsdp.160213","title":"Land Use and Land Cover Change as an Indicator of Watershed Urban Development in the Kenyan Lake Victoria Basin","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Land use; Land cover; Urbanization; Geography; Land development; Watershed; Agricultural land; Vegetation (pathology); Threatened species; Structural basin; Agriculture; Water resource management; Hydrology (agriculture); Environmental science; Ecology","score_opus":0.02117071063505644,"score_gpt":0.22629661036136992,"score_spread":0.20512589972631348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232916099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993572,0.00007495006,0.000032396456,0.00020204617,0.00008815339,0.0000743862,0.0000039224647,0.0000016507678,0.00016525014],"genre_scores_gemma":[0.9985126,0.00002044237,0.0010195696,0.00017738929,0.00005149799,0.0000017541304,0.000025800608,0.000002826506,0.00018810749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905765,0.000055361463,0.00026884998,0.00011026152,0.00037126223,0.00013661181],"domain_scores_gemma":[0.9995893,0.00006371674,0.00017596286,0.000039533465,0.00007211043,0.000059377173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698618,0.00008111134,0.00012792525,0.00008996776,0.00008525234,0.00009697046,0.00015518561,0.00004034887,0.00015089114],"category_scores_gemma":[0.000056542693,0.00005672794,0.000013377987,0.000078118865,0.00003139744,0.00047950266,0.00013531835,0.00009378785,0.0000036529068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006398668,0.00004579713,0.969925,0.000014639629,0.000038228485,0.0009614155,0.028115457,0.000011035262,0.000028949411,0.000034849887,0.0002960288,0.00046462222],"study_design_scores_gemma":[0.00058422243,0.000031713287,0.896724,0.0000653827,0.000006763869,0.000099433666,0.0073009804,0.00002211754,0.000566686,0.000037843834,0.094472915,0.000087957436],"about_ca_topic_score_codex":0.00018319456,"about_ca_topic_score_gemma":0.00017764876,"teacher_disagreement_score":0.09417689,"about_ca_system_score_codex":0.000092777576,"about_ca_system_score_gemma":0.00007628974,"threshold_uncertainty_score":0.23132981},"labels":[],"label_agreement":null},{"id":"W4236931204","doi":"10.1080/14634980008656988","title":"A biogeochemical comparison of Lakes Superior and Malawi and the limnological consequences of an endless summer","year":2000,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Biogeochemical cycle; Environmental science; Nutrient; Temperate climate; Water column; Phosphorus; Biogeochemistry; Hypolimnion; Hypoxia (environmental); Nitrogen; Water quality; Eutrophication; Ecology; Chemistry; Biology; Oxygen","score_opus":0.027975634244696707,"score_gpt":0.26878336329668706,"score_spread":0.24080772905199035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236931204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604934,0.00044555828,0.000025188934,0.0012467429,0.000034475972,0.00081138324,0.000038686005,0.0000131721235,0.0013354712],"genre_scores_gemma":[0.998802,0.00024190298,0.0007310091,0.00014000435,0.000009004637,0.000019482914,0.000007697397,0.000003746796,0.00004516686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982315,0.00032530652,0.0006134217,0.00029846194,0.0002922338,0.00023909794],"domain_scores_gemma":[0.99921983,0.00015747228,0.00024692997,0.0002537273,0.0000051633865,0.00011687701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011068382,0.0001371594,0.0005116546,0.0000266569,0.00015244994,0.000018167413,0.00021355512,0.000054315195,0.00051897415],"category_scores_gemma":[0.000011743575,0.000086390166,0.00004029224,0.000119987926,0.0005631427,0.000082067454,0.00014212947,0.00006720492,0.000035781653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038017824,0.00058281206,0.9104832,0.001973987,0.00016555653,0.000013457041,0.0050032497,0.00006455032,0.00036287372,0.0054679275,0.00091649493,0.07458575],"study_design_scores_gemma":[0.02398252,0.0063351314,0.6433075,0.0030031647,0.0011036046,0.00025474615,0.09107409,0.184625,0.007419361,0.00907091,0.027211301,0.0026126686],"about_ca_topic_score_codex":0.0036695935,"about_ca_topic_score_gemma":0.0025296186,"teacher_disagreement_score":0.26717564,"about_ca_system_score_codex":0.00004774036,"about_ca_system_score_gemma":0.000009204235,"threshold_uncertainty_score":0.5682403},"labels":[],"label_agreement":null},{"id":"W4247735380","doi":"10.32920/ryerson.14654571.v1","title":"The science-policy interface in transboundary water management regimes: the case of Lake Victoria","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Global Environment Facility; Great Lakes Fishery Commission; U.S. Environmental Protection Agency","keywords":"Science policy; Context (archaeology); Divergence (linguistics); Positivism; Interface (matter); Politics; Political science; Policy development; Environmental policy; Environmental resource management; Environmental planning; Public administration; Geography; Economics","score_opus":0.012429679925771537,"score_gpt":0.2380987794016809,"score_spread":0.22566909947590935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247735380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93302804,0.000046923014,0.00031654607,0.0026798015,0.0005677091,0.0005989736,0.000015418338,0.000013152581,0.06273343],"genre_scores_gemma":[0.99644226,0.00007923861,0.0002646885,0.000060376555,0.000029558267,0.000014345124,0.0000032174917,0.0000044683316,0.0031018546],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848574,0.00010415032,0.00031001295,0.0004298673,0.0003463074,0.00032389205],"domain_scores_gemma":[0.9990675,0.00004330361,0.000085020074,0.00073923473,0.000013487592,0.00005145515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014902554,0.0001634546,0.00017991586,0.000048170637,0.0004339373,0.00018786362,0.0009995591,0.00007690135,0.0010543227],"category_scores_gemma":[0.000013094933,0.000071186485,0.000090367335,0.00028181024,0.0009739029,0.000103212944,0.002803389,0.00026357363,0.000086220054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008296173,0.003760577,0.10692065,0.0049083037,0.0022225266,0.017204337,0.45945024,0.046155386,0.022095809,0.042031664,0.07834548,0.21607539],"study_design_scores_gemma":[0.0042785867,0.00047390317,0.06325517,0.0016733146,0.0006185888,0.001420532,0.21810134,0.020416014,0.10629523,0.02274319,0.5565676,0.004156548],"about_ca_topic_score_codex":0.008966214,"about_ca_topic_score_gemma":0.054360215,"teacher_disagreement_score":0.4782221,"about_ca_system_score_codex":0.00030822988,"about_ca_system_score_gemma":0.00005815821,"threshold_uncertainty_score":0.99985886},"labels":[],"label_agreement":null},{"id":"W4248895633","doi":"10.32920/ryerson.14654571","title":"The science-policy interface in transboundary water management regimes: the case of Lake Victoria","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Global Environment Facility; Great Lakes Fishery Commission; U.S. Environmental Protection Agency","keywords":"Science policy; Context (archaeology); Divergence (linguistics); Interface (matter); Politics; Positivism; Political science; Policy development; Environmental policy; Environmental resource management; Environmental planning; Public administration; Geography; Economics","score_opus":0.012429679925771537,"score_gpt":0.2380987794016809,"score_spread":0.22566909947590935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248895633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93302804,0.000046923014,0.00031654607,0.0026798015,0.0005677091,0.0005989736,0.000015418338,0.000013152581,0.06273343],"genre_scores_gemma":[0.99644226,0.00007923861,0.0002646885,0.000060376555,0.000029558267,0.000014345124,0.0000032174917,0.0000044683316,0.0031018546],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848574,0.00010415032,0.00031001295,0.0004298673,0.0003463074,0.00032389205],"domain_scores_gemma":[0.9990675,0.00004330361,0.000085020074,0.00073923473,0.000013487592,0.00005145515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014902554,0.0001634546,0.00017991586,0.000048170637,0.0004339373,0.00018786362,0.0009995591,0.00007690135,0.0010543227],"category_scores_gemma":[0.000013094933,0.000071186485,0.000090367335,0.00028181024,0.0009739029,0.000103212944,0.002803389,0.00026357363,0.000086220054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008296173,0.003760577,0.10692065,0.0049083037,0.0022225266,0.017204337,0.45945024,0.046155386,0.022095809,0.042031664,0.07834548,0.21607539],"study_design_scores_gemma":[0.0042785867,0.00047390317,0.06325517,0.0016733146,0.0006185888,0.001420532,0.21810134,0.020416014,0.10629523,0.02274319,0.5565676,0.004156548],"about_ca_topic_score_codex":0.008966214,"about_ca_topic_score_gemma":0.054360215,"teacher_disagreement_score":0.4782221,"about_ca_system_score_codex":0.00030822988,"about_ca_system_score_gemma":0.00005815821,"threshold_uncertainty_score":0.99985886},"labels":[],"label_agreement":null},{"id":"W4249225942","doi":"10.1080/14634980701764423","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Computer science","score_opus":0.013226817718437213,"score_gpt":0.24223307297068625,"score_spread":0.22900625525224905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249225942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7403225,0.0002206399,0.047138683,0.0027892524,0.0010998945,0.0035140598,0.00001695214,0.0003175412,0.20458049],"genre_scores_gemma":[0.99124056,0.000032821004,0.0043034656,0.0010753728,0.000051005987,0.000018006698,0.000008410725,0.0000143318375,0.003256013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744433,0.00010529462,0.0006637506,0.0004715359,0.0006009321,0.00071416324],"domain_scores_gemma":[0.99877733,0.00007013683,0.00031312616,0.00051267137,0.0000047139183,0.00032199334],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003070935,0.00020116328,0.0002933381,0.00006912896,0.00033834192,0.0000314129,0.0003662065,0.00005525928,0.0012477835],"category_scores_gemma":[0.000011463501,0.00017868793,0.00007510986,0.00033386413,0.000028384688,0.00014303172,0.00033568134,0.0000970222,0.008816288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010796683,0.0008919506,0.3693163,0.0029058792,0.00031195563,0.00029458516,0.0038176568,0.00053203077,0.00006067447,0.010629901,0.24150887,0.36962223],"study_design_scores_gemma":[0.0021897664,0.00049718906,0.30533317,0.00046090386,0.00008930428,0.000039078965,0.004772038,0.008905592,0.000120297474,0.0012307399,0.67529035,0.0010715838],"about_ca_topic_score_codex":0.0017424704,"about_ca_topic_score_gemma":0.007903395,"teacher_disagreement_score":0.43378147,"about_ca_system_score_codex":0.0008634615,"about_ca_system_score_gemma":0.000012706445,"threshold_uncertainty_score":0.9996652},"labels":[],"label_agreement":null},{"id":"W4251142193","doi":"10.1080/14634980008656989","title":"Phytoplankton nutrient status and mean water column irradiance in Lakes Malawi and Superior","year":2000,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada; University of Waterloo","funders":"","keywords":"Phytoplankton; Redfield ratio; Water column; Nutrient; Phosphorus; Environmental science; Particulates; Nitrogen; Carbon fibers; Environmental chemistry; Hydrology (agriculture); Ecology; Chemistry; Biology; Geology","score_opus":0.008989579372324617,"score_gpt":0.20787873185487593,"score_spread":0.19888915248255132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251142193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993109,0.00036425237,0.000027075735,0.0011356396,0.00009519553,0.0014214993,0.000025001222,0.000033415654,0.0037889234],"genre_scores_gemma":[0.996796,0.00093633,0.00036370757,0.0005535461,0.000018641647,0.000060271464,0.000014940059,0.000011811998,0.0012447188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977528,0.00016623878,0.00051185244,0.0005482396,0.00031969594,0.0007012026],"domain_scores_gemma":[0.9992894,0.000033485212,0.00008575626,0.00029097326,0.0000026577145,0.00029773937],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00083652226,0.00021237004,0.00037564163,0.00006366346,0.00025362754,0.00006685266,0.00013744265,0.000053303975,0.0013308008],"category_scores_gemma":[0.000002599424,0.00017347599,0.000027170447,0.00014575929,0.00006180136,0.00019195357,0.00015151588,0.00009211443,0.0007904629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010992606,0.0003237349,0.89698505,0.0024571375,0.00006869621,0.00012973027,0.009666185,0.00016848046,0.000035791792,0.0006323397,0.004168433,0.08525451],"study_design_scores_gemma":[0.0054570874,0.0008050472,0.70138353,0.0010402722,0.000077270866,0.00005152801,0.0061663785,0.022695234,0.000081980725,0.0009738552,0.2600593,0.0012084813],"about_ca_topic_score_codex":0.0048565185,"about_ca_topic_score_gemma":0.028331976,"teacher_disagreement_score":0.25589088,"about_ca_system_score_codex":0.00042641448,"about_ca_system_score_gemma":0.000009949025,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W4253052525","doi":"10.1080/14634980008656995","title":"Exotic species in large lakes of the world","year":2000,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecology; Introduced species; Trophic level; Lake ecosystem; Predation; Habitat; Geography; Fishery; Food web; Ecosystem; Invasive species; Perch; Invertebrate; Biology; Fish <Actinopterygii>","score_opus":0.0179299232748112,"score_gpt":0.21925350129149804,"score_spread":0.20132357801668685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253052525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90801775,0.00008453627,0.00006135629,0.002051075,0.00021165916,0.0013959109,0.000023313318,0.000025342702,0.08812907],"genre_scores_gemma":[0.9804423,0.00004961243,0.00020435508,0.0005396476,0.00001804685,0.00002267454,0.0000030551764,0.000007759664,0.018712591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978638,0.00024294508,0.0006548759,0.0003057181,0.0004808397,0.00045181243],"domain_scores_gemma":[0.99908954,0.00005767574,0.00024533755,0.0005185902,0.0000026765595,0.00008620912],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012116925,0.00015331926,0.0003246778,0.000068326015,0.00018253086,0.000016378077,0.00045330505,0.000028417691,0.0067009795],"category_scores_gemma":[0.0000073173305,0.00010904431,0.00008488371,0.00062148605,0.000040313105,0.00009537346,0.0002172311,0.00009472681,0.0015127128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033252596,0.00069248053,0.9317538,0.0017161418,0.00007242234,0.00003790444,0.0022132788,0.0013588822,0.00001088591,0.004844833,0.036184594,0.021081485],"study_design_scores_gemma":[0.0011730506,0.00007791521,0.8382362,0.0006926104,0.000030876294,0.0000048849724,0.001500965,0.008565712,0.000022886683,0.0004258557,0.14898463,0.000284413],"about_ca_topic_score_codex":0.0011708696,"about_ca_topic_score_gemma":0.10254786,"teacher_disagreement_score":0.11280003,"about_ca_system_score_codex":0.0004374269,"about_ca_system_score_gemma":0.000014244686,"threshold_uncertainty_score":0.9992647},"labels":[],"label_agreement":null},{"id":"W4292542283","doi":"10.1002/pan3.10388","title":"Climate change adaptation and adaptive efficacy in the inland fisheries of the Lake Victoria basin","year":2022,"lang":"en","type":"article","venue":"People and Nature","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Ottawa; Carleton University","funders":"International Development Research Centre","keywords":"Adaptive capacity; Livelihood; Climate change; Fishing; Geography; Adaptive strategies; Riparian zone; Threatened species; Food security; Environmental change; Effects of global warming; Fishery; Environmental resource management; Socioeconomics; Global warming; Ecology; Agriculture; Environmental science; Economics","score_opus":0.013809621723612343,"score_gpt":0.19058362063803716,"score_spread":0.17677399891442483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292542283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804026,0.00015500013,7.514612e-7,0.0009863289,0.00007578374,0.00017848729,0.00007011268,0.000002019837,0.0004912742],"genre_scores_gemma":[0.9996392,0.000059736212,0.000018796982,0.00023565059,0.000015318372,0.000007921023,0.000004156988,0.0000011876747,0.000018008213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995897,0.00007983941,0.00005048613,0.00008530122,0.00013047279,0.000064245854],"domain_scores_gemma":[0.99982524,0.000058874033,0.00004049124,0.000064164,0.0000018979246,0.000009331682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020478251,0.000040414732,0.000059119324,0.0000073194196,0.00018575677,0.0000074407817,0.00008126906,0.000031543677,0.00009545023],"category_scores_gemma":[0.000011381425,0.000022544165,0.000012637231,0.00013944918,0.000034357505,0.000056828863,0.000177375,0.00014486592,8.9302614e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039651102,0.000036329304,0.9758434,0.000008389372,0.0000028226887,0.0000011255456,0.020548234,0.0000060203283,0.000021164144,0.00015767671,0.001320832,0.0020143322],"study_design_scores_gemma":[0.0001846485,0.00004282028,0.9865865,0.000004081977,0.00000687112,0.000003009969,0.0029846057,0.00027561688,0.000008136038,0.000054908644,0.009815351,0.000033445147],"about_ca_topic_score_codex":0.00047427372,"about_ca_topic_score_gemma":0.0092598945,"teacher_disagreement_score":0.017563628,"about_ca_system_score_codex":0.000010274248,"about_ca_system_score_gemma":0.0000017728407,"threshold_uncertainty_score":0.5167239},"labels":[],"label_agreement":null},{"id":"W4294031624","doi":"10.1016/j.jglr.2022.08.021","title":"Importance of environmental flow on feeding and distribution of juvenile Labeobarbus species in the Gumara River, Lake Tana Sub-basin, Ethiopia","year":2022,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"VLIRUOS; Bahir Dar University; Vlaamse Interuniversitaire Raad; Belgisch Ontwikkelingsagentschap; KU Leuven","keywords":"Riffle; Habitat; Juvenile; Electrofishing; Ecology; Predation; Biology; Nursery habitat; Population; Abundance (ecology); Juvenile fish; Tributary; Fishery; Environmental science; Geography","score_opus":0.033813217165988174,"score_gpt":0.2607425433540844,"score_spread":0.22692932618809625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294031624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838245,0.0001213638,0.000006499992,0.00046753345,0.000044443503,0.00013260746,0.00028400455,8.627636e-7,0.0005602492],"genre_scores_gemma":[0.99962574,0.0001611646,0.000045658442,0.000016381131,0.000024766196,0.0000016368647,0.000009020477,0.0000028827442,0.00011277683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977957,0.00032250208,0.00034872582,0.00012612062,0.0012157069,0.00019123449],"domain_scores_gemma":[0.9993401,0.00021784498,0.00024112365,0.00013651926,0.000015198252,0.000049205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028274271,0.00007183637,0.00020573358,0.000069379676,0.00022971617,0.0000127621,0.0003274213,0.00003131557,0.0008720127],"category_scores_gemma":[0.000094942705,0.000050410177,0.00006312839,0.00027057208,0.0004140618,0.00011767205,0.00024380458,0.000442955,0.000004755051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019638301,0.00021089833,0.9810814,0.000022715894,0.000016184973,0.00008696296,0.0015485404,0.00033182037,0.010241464,0.00006498062,0.0045409105,0.0016577026],"study_design_scores_gemma":[0.0005229325,0.00070881017,0.9886109,0.00003340294,0.000009283006,0.000048843925,0.0023611262,0.00028632503,0.0013015224,0.00013195493,0.005924114,0.000060778955],"about_ca_topic_score_codex":0.000118936885,"about_ca_topic_score_gemma":0.0006494931,"teacher_disagreement_score":0.008939941,"about_ca_system_score_codex":0.00030197168,"about_ca_system_score_gemma":0.000019485493,"threshold_uncertainty_score":0.9547928},"labels":[],"label_agreement":null},{"id":"W4297814074","doi":"","title":"Lake Malawi sediment and pore water chemistry : proposition of a conceptual model for stratification intensification since the end of the Little Ice Age.","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Stratification (seeds); Sediment; Water chemistry; Geology; Hydrology (agriculture); Environmental science; Geochemistry; Geomorphology; Geotechnical engineering","score_opus":0.016108446144513316,"score_gpt":0.20243893959328954,"score_spread":0.18633049344877622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297814074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94278675,0.00004675092,0.040397756,0.011650877,0.00008078475,0.0011732769,0.000278228,0.000022665607,0.0035628988],"genre_scores_gemma":[0.9919483,0.000023012439,0.0057877894,0.000030759744,0.000007633478,0.000048676175,0.00048604765,0.000008613288,0.0016591516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831975,0.00050336804,0.00036834343,0.0003712274,0.00029853958,0.00013877843],"domain_scores_gemma":[0.99784356,0.00022164546,0.0005087813,0.001005059,0.00037532864,0.000045637567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021464608,0.00015010513,0.00017906453,0.000012610615,0.0002468254,0.000050489954,0.00062572653,0.00018796997,0.00009527044],"category_scores_gemma":[0.00019355647,0.000094745614,0.000097434015,0.00007027656,0.0010819254,0.000071085626,0.000773153,0.0002706192,0.0000025153288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005174085,0.000679648,0.0052274405,0.0005950987,0.000083132334,3.542948e-7,0.047747653,0.0012144801,0.92121917,0.016655596,0.0010800444,0.0054456675],"study_design_scores_gemma":[0.00037800777,0.0000011776642,0.007723804,0.00042609617,0.00011296877,0.000004695483,0.0008736446,0.17776327,0.80679864,0.0036406748,0.0020196978,0.00025736104],"about_ca_topic_score_codex":0.0005313246,"about_ca_topic_score_gemma":0.0024212732,"teacher_disagreement_score":0.17654878,"about_ca_system_score_codex":0.00005738869,"about_ca_system_score_gemma":0.000052671647,"threshold_uncertainty_score":0.39863992},"labels":[],"label_agreement":null},{"id":"W4308491662","doi":"10.1016/j.fishres.2022.106535","title":"A review of light fishing on Lake Albert, Uganda: Implications for a multi-species artisanal fishery","year":2022,"lang":"en","type":"review","venue":"Fisheries Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fishery; Fishing; Geography; Oceanography; Artisanal fishing; Bycatch; Environmental science; Geology; Biology","score_opus":0.35107331454374163,"score_gpt":0.40531838929665914,"score_spread":0.05424507475291751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308491662","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010466443,0.977533,0.000030112555,0.0014967032,0.0001225354,0.0027098318,0.0016977037,0.00002375715,0.016375877],"genre_scores_gemma":[0.0000010324201,0.98788947,0.00038225774,0.00015690473,0.00007217225,0.00095037516,0.0004381356,0.000029453733,0.0100802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700356,0.00049820496,0.00067400443,0.00062093674,0.0006811011,0.00052218285],"domain_scores_gemma":[0.99771786,0.0010222903,0.00032509476,0.00074836105,0.000049915277,0.00013646852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00181335,0.00027823183,0.0011219573,0.00010756842,0.0006619377,0.0000722035,0.0010045419,0.00016058522,0.02160873],"category_scores_gemma":[0.001104915,0.00022131424,0.0005217097,0.0008232746,0.00026407652,0.00016266516,0.0010056656,0.00061387883,0.00020466949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009077833,0.00015334276,0.0008637248,0.052100744,0.00006973631,0.000003043585,0.00010750036,1.2370181e-7,8.154194e-7,0.00005481671,0.72658104,0.22005604],"study_design_scores_gemma":[0.00009411076,0.00016888912,0.00038877086,0.011255387,0.000086341395,0.0000069910197,0.000048558424,0.0000037435093,7.4794525e-7,0.000015785528,0.987717,0.00021372261],"about_ca_topic_score_codex":0.00024129412,"about_ca_topic_score_gemma":0.0029517016,"teacher_disagreement_score":0.26113594,"about_ca_system_score_codex":0.00047012806,"about_ca_system_score_gemma":0.00012941535,"threshold_uncertainty_score":0.97928566},"labels":[],"label_agreement":null},{"id":"W4319993621","doi":"10.1016/j.jglr.2023.01.001","title":"Response of fish stocks in Lake Victoria to enforcement of the ban on illegal fishing: Are there lessons for management?","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fishing; Enforcement; Biomass (ecology); Fishery; Fish stock; Productivity; Diversity of fish; Business; Environmental science; Ecology; Fish <Actinopterygii>; Biology; Economics","score_opus":0.07591960523821895,"score_gpt":0.33405341470687566,"score_spread":0.2581338094686567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319993621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98714197,0.000003272717,0.000009296384,0.009218496,0.000120352204,0.00046784972,0.00014421662,0.0000024132328,0.0028921466],"genre_scores_gemma":[0.99634194,0.000015806932,0.000051375708,0.00006704874,0.000027295724,0.0000070221586,0.0000011213845,0.000005492374,0.003482904],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997964,0.00029255648,0.0003295299,0.00012833666,0.0010243028,0.00026125144],"domain_scores_gemma":[0.99904096,0.0003906824,0.00018938484,0.00023398275,0.00006503894,0.00007995836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033645586,0.000073552445,0.00019399403,0.00019499734,0.00014856725,0.000020607864,0.00057319476,0.000043507625,0.00055046304],"category_scores_gemma":[0.00031588014,0.000046472378,0.0001105816,0.00065296056,0.000095447554,0.00008628682,0.00034773294,0.00019511866,0.000020271416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007927081,0.00045485602,0.43479076,0.000296344,0.00018767019,0.0002465318,0.0056148074,0.00508003,0.006498547,0.0009786158,0.5341681,0.0037566451],"study_design_scores_gemma":[0.0013980725,0.0012546366,0.82389104,0.00055565976,0.00001606732,0.0000038682597,0.0055537308,0.00035813148,0.0030281227,0.00030895407,0.16351734,0.000114360235],"about_ca_topic_score_codex":0.0001314103,"about_ca_topic_score_gemma":0.005472168,"teacher_disagreement_score":0.3891003,"about_ca_system_score_codex":0.00019644418,"about_ca_system_score_gemma":0.000025948697,"threshold_uncertainty_score":0.6027185},"labels":[],"label_agreement":null},{"id":"W4320034793","doi":"10.1016/j.jglr.2023.02.002","title":"Spatial and seasonal variation in the phytoplankton community of Lake Victoria’s Mwanza Gulf, compared to northern parts of the lake","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Phytoplankton; Oceanography; Bay; Chlorophyll a; Abundance (ecology); Cyanobacteria; Ecology; Biology; Environmental science; Geology; Botany; Nutrient","score_opus":0.05945658877651203,"score_gpt":0.2961796928337988,"score_spread":0.23672310405728678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320034793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978955,0.000007006444,0.000022546754,0.0008898388,0.00008802908,0.00019375847,0.0000884875,0.000001512308,0.0008133603],"genre_scores_gemma":[0.99980533,0.000009888767,0.000020851725,0.000017879014,0.00005489314,0.0000014778149,0.0000034782413,0.00000261327,0.00008357535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975822,0.00089434494,0.00028006829,0.000070723414,0.0010003872,0.0001722697],"domain_scores_gemma":[0.99903715,0.00043935727,0.00016707383,0.00021312416,0.000085939595,0.000057362635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039937734,0.00006107416,0.00017868917,0.000069387424,0.00021361223,0.000021904041,0.00049764774,0.000041969444,0.00024029995],"category_scores_gemma":[0.00023655914,0.000033621724,0.0000521522,0.0005183399,0.0001827826,0.00008391966,0.00029287252,0.00037531686,0.000017621041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011511228,0.00008068388,0.9884793,0.000023249188,0.000014261126,0.000007261499,0.0065532774,0.00030279794,0.0013583952,0.000008988629,0.0023142637,0.00074238144],"study_design_scores_gemma":[0.00036139204,0.00016911178,0.99241334,0.000060547834,0.000007279791,0.00000921402,0.00097442383,0.00045603738,0.00016578719,0.0001613558,0.0051864595,0.000035044068],"about_ca_topic_score_codex":0.0018097662,"about_ca_topic_score_gemma":0.26386112,"teacher_disagreement_score":0.26205134,"about_ca_system_score_codex":0.00005731706,"about_ca_system_score_gemma":0.00003905272,"threshold_uncertainty_score":0.7495715},"labels":[],"label_agreement":null},{"id":"W4322124123","doi":"10.1016/j.jglr.2023.02.006","title":"Limitations for informed decision making and better management of the transboundary Lake Albert fisheries resources","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Fishing; Livelihood; Biodiversity; Geography; Fishery; Threatened species; Environmental resource management; Overexploitation; Ecology; Environmental science; Agriculture","score_opus":0.0949566752941486,"score_gpt":0.3163632878031248,"score_spread":0.2214066125089762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322124123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940609,0.000025223919,0.00012201091,0.0019705547,0.000055474084,0.00020056947,0.000015572781,0.000002381359,0.0035473525],"genre_scores_gemma":[0.99657726,0.00014537586,0.0017356717,0.000034622193,0.000025068257,0.000003941419,8.2122267e-7,0.0000038071387,0.0014734423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989008,0.00005323465,0.00021979908,0.000072726376,0.0005940541,0.0001593923],"domain_scores_gemma":[0.9991245,0.00060996215,0.000086939,0.00010145116,0.000039776012,0.000037366037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010283032,0.000046604244,0.00009984559,0.000074606774,0.00033295946,0.000049990565,0.00024111719,0.000030561267,0.0001535715],"category_scores_gemma":[0.000109465305,0.00002749645,0.00006894263,0.00031803915,0.00024052337,0.0001726631,0.00017374459,0.00010671076,0.000011518379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045563228,0.000055443397,0.6707915,0.0002897598,0.00014475214,0.00003593978,0.008205186,0.0001514981,0.00041353106,0.00008394373,0.08342848,0.23594432],"study_design_scores_gemma":[0.000491385,0.00020143013,0.76534605,0.00028745199,0.000024042407,0.000013926243,0.0026292368,0.00035829502,0.00008209633,0.0015629174,0.22894709,0.00005606436],"about_ca_topic_score_codex":0.000017037366,"about_ca_topic_score_gemma":0.0019814663,"teacher_disagreement_score":0.23588824,"about_ca_system_score_codex":0.00004232309,"about_ca_system_score_gemma":0.000011493103,"threshold_uncertainty_score":0.25608885},"labels":[],"label_agreement":null},{"id":"W4360972407","doi":"10.5751/es-13860-280149","title":"Impacts of algal blooms and microcystins in fish on small-scale fishers in Winam Gulf, Lake Victoria: implications for health and livelihood","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Fogarty International Center; National Institutes of Health","keywords":"Eutrophication; Fishery; Water quality; Overexploitation; Algal bloom; Fishing; Geography; Freshwater ecosystem; Fish mortality; Environmental science; Food security; Ecology; Ecosystem; Biology; Phytoplankton; Agriculture; Nutrient","score_opus":0.01246475541025992,"score_gpt":0.23624242074869828,"score_spread":0.22377766533843835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360972407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99649906,0.000014571379,0.000006161781,0.0030221087,0.000031696345,0.00025523614,0.000102159924,0.0000069563625,0.00006204017],"genre_scores_gemma":[0.9986707,0.0002589045,0.00036071154,0.0006350077,0.000009282795,0.00001199388,0.000015124079,0.0000023258785,0.000035968125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994773,0.000027009635,0.00012440534,0.00017544361,0.000024783916,0.00017102918],"domain_scores_gemma":[0.999674,0.00015253725,0.00005354702,0.00005184381,0.0000037149782,0.00006436346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031020245,0.000057747427,0.00014135141,0.000013660621,0.00011947599,0.000004966221,0.00003992954,0.000096334574,0.000015466681],"category_scores_gemma":[0.00003148602,0.000054322045,0.000021999012,0.00010014673,0.00011112357,0.000034792545,0.000078973375,0.00006748163,0.0000022308657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008773002,0.000044151515,0.98797244,0.000037550944,0.000005782964,2.8044934e-7,0.004481062,0.0000036604895,0.00026255054,0.000009878489,0.006937303,0.00023657028],"study_design_scores_gemma":[0.0006445078,0.00020585545,0.99712026,0.000011174829,0.0000034755544,0.0000016811515,0.001057644,0.00016589074,0.000016539087,0.00017798936,0.0005440318,0.0000509221],"about_ca_topic_score_codex":0.00044892402,"about_ca_topic_score_gemma":0.048250027,"teacher_disagreement_score":0.047801103,"about_ca_system_score_codex":0.000048747388,"about_ca_system_score_gemma":0.000016191278,"threshold_uncertainty_score":0.9691169},"labels":[],"label_agreement":null},{"id":"W4366151247","doi":"10.1007/978-981-19-6974-4_17","title":"Contamination of African Water Resources: Impacts on Biodiversity and Strategies for Conservation and Restoration","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development and biodiversity","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Water resources; Desertification; Population; Agriculture; Water supply; Context (archaeology); Water conservation; Water resource management; Farm water; Environmental science; Environmental protection; Natural resource economics; Geography; Environmental engineering; Ecology","score_opus":0.020797786857072523,"score_gpt":0.18832591436118745,"score_spread":0.16752812750411494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366151247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98975515,0.000026844538,0.000030093554,0.0004317048,0.00004177686,0.0007169272,0.0001586922,0.000033440312,0.008805363],"genre_scores_gemma":[0.9016159,0.00026626617,0.00042052454,0.0002164723,0.00002302591,0.0000072042344,0.0006634213,0.000011803523,0.09677538],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989853,0.00001925074,0.00018923743,0.00033291298,0.000241753,0.00023154868],"domain_scores_gemma":[0.99948794,0.00006200053,0.00018968718,0.00009096777,0.0000788213,0.00009057006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697008,0.00021553619,0.00025764995,0.00014321589,0.0006130672,0.00007217666,0.00008116566,0.000211041,0.00005423649],"category_scores_gemma":[0.00001911438,0.0001797414,0.000030173705,0.000041172843,0.00028950392,0.00027817392,0.00038500075,0.00008365893,0.000031500596],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040766643,0.00029111622,0.6514359,0.008138958,0.0010045287,0.0003205568,0.15539397,0.000023484912,0.00088770664,0.03921937,0.124741666,0.014466045],"study_design_scores_gemma":[0.0038589388,0.0015230719,0.34371105,0.00030132866,0.00046064844,0.000007496307,0.08822558,0.00009615409,0.00168119,0.009161727,0.5491655,0.0018073205],"about_ca_topic_score_codex":0.0010928706,"about_ca_topic_score_gemma":0.0005027745,"teacher_disagreement_score":0.42442384,"about_ca_system_score_codex":0.0002366432,"about_ca_system_score_gemma":0.000036100897,"threshold_uncertainty_score":0.73296416},"labels":[],"label_agreement":null},{"id":"W4366301436","doi":"10.5252/adansonia2023v45a9","title":"Plukenetia kwangoensis sp. nov. (Euphorbiaceae, Acalyphoideae, Plukenetieae), a new species of Plukenetia L. sect. Hedraiostylus (Hassk.) Müll.Arg. from Democratic Republic of Congo","year":2023,"lang":"en","type":"article","venue":"Adansonia","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Euphorbiaceae; Biology; Botany","score_opus":0.016925223243338405,"score_gpt":0.2025093235578012,"score_spread":0.18558410031446282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366301436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921384,0.00039025344,0.0002128872,0.0008136339,0.0003685777,0.00053719955,0.00036696013,0.00014783845,0.0050242348],"genre_scores_gemma":[0.98751277,0.00028455877,0.0028983844,0.00032540958,0.00013905026,0.00000975745,0.00010978566,0.00004462444,0.008675686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962328,0.00018261946,0.0009840254,0.00085291883,0.0010214414,0.0007261742],"domain_scores_gemma":[0.9975281,0.00039565947,0.0006213715,0.0009952721,0.00008353398,0.00037606581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057289464,0.00045906234,0.00088136195,0.00017696242,0.00020377309,0.000052396153,0.0008735042,0.0003210889,0.006278665],"category_scores_gemma":[0.00032065308,0.00043127954,0.00030087057,0.0014144852,0.00046394358,0.00033559735,0.0007510162,0.00029111866,0.0014087135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018437686,0.00021785703,0.53314203,0.0001355561,0.0003783048,0.00007528171,0.0026335767,0.0011768221,0.12469857,0.00016586305,0.33308685,0.0041049058],"study_design_scores_gemma":[0.0015908352,0.00033778264,0.9222595,0.0001525874,0.00019004941,0.000010587692,0.0007474785,0.002258045,0.029466106,0.0006874059,0.041625563,0.0006740624],"about_ca_topic_score_codex":0.02947308,"about_ca_topic_score_gemma":0.005488106,"teacher_disagreement_score":0.38911745,"about_ca_system_score_codex":0.00023495323,"about_ca_system_score_gemma":0.00014582292,"threshold_uncertainty_score":0.9998139},"labels":[],"label_agreement":null},{"id":"W4377139174","doi":"10.1101/2023.05.17.541056","title":"A severe bottleneck impacted the genomic structure of egg-eating cichlids","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science","keywords":"Biology; Population bottleneck; Adaptive radiation; Predation; Trophic level; Monophyly; Population; Ecology; Zoology; Adaptation (eye); Phylogenetic tree; Clade","score_opus":0.014021812447032659,"score_gpt":0.19815532908943734,"score_spread":0.18413351664240468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377139174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972817,0.000088121415,0.00011520353,0.0001460453,0.0006320174,0.00065592706,0.0008814845,0.00017768977,0.000021826623],"genre_scores_gemma":[0.99816245,0.000040554496,0.0014412991,0.00008662982,0.00017784072,0.000013045598,6.2132557e-7,0.000059583035,0.000017999682],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99760175,0.00014912516,0.0005028327,0.00074219384,0.00051435234,0.00048972014],"domain_scores_gemma":[0.99783796,0.00009327881,0.00064093067,0.0012011917,0.00005765373,0.00016896565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049991824,0.00043142575,0.00049462385,0.00007289777,0.00028115543,0.0000997107,0.0009958214,0.0004361495,0.0006161952],"category_scores_gemma":[0.00015632749,0.0003350003,0.00018054756,0.00047980555,0.00020486851,0.000107301195,0.001775748,0.00063362485,0.0003072327],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001355032,0.000029294237,0.3672346,0.00019044917,0.00012430616,0.000015584596,0.000055277356,0.0008414358,0.62993497,0.000030484958,0.0015283766,0.0000016844103],"study_design_scores_gemma":[0.0002676514,0.000037888938,0.9685067,0.000217475,0.00011538401,3.299057e-8,0.000022059234,0.0011113383,0.02835612,0.0000070520023,0.0008101469,0.0005481609],"about_ca_topic_score_codex":0.0014468929,"about_ca_topic_score_gemma":0.00008926112,"teacher_disagreement_score":0.60157883,"about_ca_system_score_codex":0.00045934794,"about_ca_system_score_gemma":0.00014106749,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W4378221277","doi":"10.4314/ijbcs.v17i1.13","title":"Impacts de la qualité des ressources en eau sur la biodiversité de l’écosystème aquatique du lac de Technopole et sur les produits agricoles dans cette zone humide de Pikine (Dakar, Sénégal)","year":2023,"lang":"fr","type":"article","venue":"International Journal of Biological and Chemical Sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.023660775226365706,"score_gpt":0.25947232953613647,"score_spread":0.23581155430977077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378221277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861406,0.00067780406,0.0005847628,0.011787297,0.00008469998,0.000074003496,0.00013185489,0.000025455814,0.00049354153],"genre_scores_gemma":[0.99374825,0.0041163075,0.0015763768,0.0002344488,0.00019275238,0.0000018584127,0.0000042659303,0.0000036813174,0.0001220666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976401,0.00062926085,0.00040120236,0.0002986367,0.00054254656,0.00048825043],"domain_scores_gemma":[0.9978252,0.0013889978,0.00034241716,0.000059631355,0.00007253247,0.00031122955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041803163,0.00019547492,0.00027164625,0.00009213169,0.00029256375,0.00020706163,0.00089144724,0.000321306,0.00018440075],"category_scores_gemma":[0.0017444208,0.00013168786,0.00014108665,0.0003349006,0.0021232553,0.0003244836,0.00042412526,0.00034828548,0.000023363886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049306662,0.00018473047,0.7126422,0.000021491975,0.000046156572,0.00017596058,0.0015839457,0.00015771546,0.27918532,0.00036585718,0.00074175047,0.004845561],"study_design_scores_gemma":[0.0005827376,0.000353855,0.87087905,0.00041205497,0.000039675317,0.00095936266,0.0023918776,0.0013630532,0.10973825,0.007039864,0.005943081,0.0002971547],"about_ca_topic_score_codex":0.0047240453,"about_ca_topic_score_gemma":0.00047678652,"teacher_disagreement_score":0.16944706,"about_ca_system_score_codex":0.0004741246,"about_ca_system_score_gemma":0.000113669405,"threshold_uncertainty_score":0.7823222},"labels":[],"label_agreement":null},{"id":"W4383313405","doi":"10.1016/j.jglr.2023.06.009","title":"Lake Victoria: Overview of research needs and the way forward","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Overfishing; Population; Resource (disambiguation); Environmental degradation; Habitat; Habitat destruction; Population growth; Climate change; Geography; Per capita; Biodiversity; Environmental science; Fishery; Environmental resource management; Ecology; Fish <Actinopterygii>","score_opus":0.12235546825675929,"score_gpt":0.36474011008848184,"score_spread":0.24238464183172254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383313405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98528427,0.00053909386,0.000006466748,0.0036499582,0.00013797404,0.0002544186,0.000014965247,0.0000054748502,0.01010739],"genre_scores_gemma":[0.99357647,0.0022594845,0.000043453118,0.00001531733,0.00016440541,0.0000030083158,9.032613e-7,0.000006581531,0.003930394],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962597,0.00080313004,0.00034493874,0.00011967454,0.0020670458,0.00040552596],"domain_scores_gemma":[0.9980405,0.0012487628,0.000117393596,0.00023767201,0.00020492585,0.00015073575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015024987,0.000072924515,0.00027020977,0.00030235996,0.00038325126,0.000057929334,0.00055366807,0.00007356919,0.0011132435],"category_scores_gemma":[0.0006630356,0.00003925183,0.00010401504,0.0017464035,0.0010631639,0.0001816652,0.00068126275,0.0005924154,0.00029824564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012571961,0.00016225247,0.61734796,0.00042565216,0.00024246541,0.0002972705,0.010041083,0.00007068231,0.0035195767,0.004401908,0.34588316,0.01635079],"study_design_scores_gemma":[0.0050044334,0.0015288222,0.32246032,0.0005585954,0.000058800466,0.00019331733,0.010815256,0.0015265596,0.0012290605,0.011376074,0.6449892,0.0002595954],"about_ca_topic_score_codex":0.00034374272,"about_ca_topic_score_gemma":0.0011358495,"teacher_disagreement_score":0.29910603,"about_ca_system_score_codex":0.0000963091,"about_ca_system_score_gemma":0.000040200805,"threshold_uncertainty_score":0.99979985},"labels":[],"label_agreement":null},{"id":"W4385718842","doi":"10.1016/j.jglr.2023.07.009","title":"Lake Tanganyika: Status, challenges, and opportunities for research collaborations","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nature Conservancy","keywords":"Environmental resource management; Biodiversity; Environmental planning; Work (physics); Resource (disambiguation); Climate change; Vulnerability (computing); Geography; Ecology; Environmental science; Engineering; Computer science","score_opus":0.3990481290924195,"score_gpt":0.39119954967367204,"score_spread":0.007848579418747448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385718842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96930236,0.0015924899,0.000017862732,0.013314858,0.00013277665,0.00052800565,0.00019980155,0.000017232658,0.0148946205],"genre_scores_gemma":[0.9497814,0.029339718,0.0005261713,0.00003673774,0.0003274374,0.000030384488,0.000019012261,0.000021198437,0.019917928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974145,0.00040976595,0.00025190267,0.0001653701,0.001210635,0.0005477839],"domain_scores_gemma":[0.9982681,0.00081937446,0.00007392517,0.00015665636,0.00040105308,0.00028086657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075406777,0.00007220746,0.00017544522,0.00032421015,0.00061724434,0.000088296205,0.00025133457,0.00007614852,0.00040328066],"category_scores_gemma":[0.0005943715,0.00005562473,0.00004323637,0.00052827765,0.00044457955,0.00029342543,0.00027939666,0.00034356085,0.00011086246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003747038,0.00020044534,0.03522461,0.0002607766,0.00013389389,0.0005627798,0.008650694,0.000044607903,0.002887888,0.0053599114,0.8401143,0.10618538],"study_design_scores_gemma":[0.0006281533,0.00086697395,0.037378207,0.00006674658,0.000009330643,0.00003250853,0.021317113,0.0004190378,0.00011247848,0.0020895887,0.93697387,0.000105975036],"about_ca_topic_score_codex":0.00006029341,"about_ca_topic_score_gemma":0.003994297,"teacher_disagreement_score":0.1060794,"about_ca_system_score_codex":0.00016371039,"about_ca_system_score_gemma":0.00013631677,"threshold_uncertainty_score":0.47474068},"labels":[],"label_agreement":null},{"id":"W4386321388","doi":"10.5376/ija.2023.13.0006","title":"Indoor Aquaculture Potential of Duckweed (&lt;i&gt;Lemna minor&lt;/i&gt;) and the Need for Adoption in Kenya","year":2023,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lemna minor; Aquaculture; Macrophyte; Manure; Animal science; Aquatic plant; Fish <Actinopterygii>; Biology; Fishery; Agronomy; Ecology","score_opus":0.009028458001080271,"score_gpt":0.22303626515501046,"score_spread":0.2140078071539302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386321388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99401903,0.0001487933,0.0003538981,0.0040411176,0.0004646745,0.0002829646,0.00009845698,0.000008601424,0.0005824536],"genre_scores_gemma":[0.9978381,0.00012990728,0.00069737533,0.00013002219,0.00020930058,0.0000038101418,0.000026570617,0.0000061383585,0.00095878326],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984956,0.000073164425,0.00048231333,0.00015364018,0.00063559785,0.0001597352],"domain_scores_gemma":[0.9991249,0.00010068711,0.00050136633,0.00008125255,0.00013550407,0.0000562821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243476,0.00013420098,0.00025479632,0.00009771158,0.00008131811,0.000050314186,0.00045457084,0.00012402669,0.00016310123],"category_scores_gemma":[0.00016895233,0.00007964904,0.00018846801,0.00022062991,0.00017273259,0.00028901568,0.00014920197,0.00017071498,0.00003367159],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055095474,0.0007754997,0.08052457,0.00013028448,0.0011895053,0.00030668022,0.019683253,0.005740817,0.6304171,0.008792208,0.23415184,0.0127787],"study_design_scores_gemma":[0.024100253,0.00079068646,0.81093293,0.00061945105,0.00042013044,0.00072388485,0.007099328,0.015042178,0.0048342375,0.007078774,0.12747954,0.0008785736],"about_ca_topic_score_codex":0.00007363076,"about_ca_topic_score_gemma":0.00027866955,"teacher_disagreement_score":0.7304084,"about_ca_system_score_codex":0.00010922185,"about_ca_system_score_gemma":0.000018398752,"threshold_uncertainty_score":0.32479936},"labels":[],"label_agreement":null},{"id":"W4386745500","doi":"10.1007/s00710-023-00845-y","title":"A tribute to Lanchand (Lalou) Govindram Gwalani","year":2023,"lang":"en","type":"article","venue":"Mineralogy and Petrology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tribute; Geochemistry; Geology; Chemistry; Art; Art history","score_opus":0.0073432325996494185,"score_gpt":0.20499279141506702,"score_spread":0.1976495588154176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386745500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98831534,0.0000140413895,0.00009652556,0.007520603,0.00016572664,0.00008333183,0.000028315912,0.00004409305,0.0037320277],"genre_scores_gemma":[0.9844984,0.000010612384,0.00010684026,0.0012398695,0.00006501834,0.000008206953,0.000025332445,0.0000034761963,0.014042284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993188,0.000048587925,0.00008993126,0.00022155214,0.000060255425,0.00026089302],"domain_scores_gemma":[0.99972427,0.000050936538,0.000022071972,0.00010372891,0.000002679619,0.00009631121],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000195239,0.00007751224,0.00014306503,0.0000383326,0.000108679356,0.0000065862396,0.00009017172,0.00008946439,0.00131193],"category_scores_gemma":[0.000014773411,0.00006469203,0.00002151119,0.00016071544,0.00007083429,0.000031229432,0.00018243218,0.00006644826,0.0040774024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054736276,0.000021954556,0.7273376,0.00000635686,0.000019290488,0.00009300834,0.00057663047,0.000043513453,0.0054008495,0.00022621593,0.26414713,0.0020727061],"study_design_scores_gemma":[0.0004960826,0.00031546998,0.5913201,0.0000017124702,0.000014440672,0.000050226154,0.000038953604,0.00046621947,0.000047681784,0.00041711074,0.40669817,0.0001338104],"about_ca_topic_score_codex":0.00076754176,"about_ca_topic_score_gemma":0.0038021961,"teacher_disagreement_score":0.14255105,"about_ca_system_score_codex":0.000017543121,"about_ca_system_score_gemma":0.0000028072898,"threshold_uncertainty_score":0.999601},"labels":[],"label_agreement":null},{"id":"W4387223243","doi":"10.1016/j.jglr.2023.09.007","title":"Socioeconomic consequences of cyanobacterial harmful algal blooms in small-scale fishing communities of Winam Gulf, Lake Victoria","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kenya Marine and Fisheries Research Institute; Bowling Green State University; National Science Foundation","keywords":"Eutrophication; Fishing; Geography; Algal bloom; Socioeconomic status; Fishery; Resource (disambiguation); Scale (ratio); Environmental resource management; Environmental science; Ecology; Environmental protection; Phytoplankton; Nutrient; Environmental health; Population; Biology","score_opus":0.0640145773168634,"score_gpt":0.2962754362509663,"score_spread":0.23226085893410292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387223243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980824,0.000019605995,0.0000031981028,0.00043747804,0.00021568869,0.00011714175,0.000065736516,0.000004296052,0.0010544377],"genre_scores_gemma":[0.99939716,0.00013630469,0.00012462465,0.0000066122925,0.00008889979,0.0000013831318,0.000005254267,0.0000055281866,0.00023421751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814016,0.0004184608,0.00056391186,0.00009906948,0.0004770036,0.00030136947],"domain_scores_gemma":[0.9989088,0.0004416055,0.00030754533,0.00017338403,0.000081707854,0.00008696653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031041515,0.000091591915,0.00036497365,0.0002076586,0.00013624724,0.000040270847,0.00061317254,0.00009278857,0.002018635],"category_scores_gemma":[0.00008872987,0.000075207834,0.0001077597,0.00026896724,0.0008165535,0.00026908473,0.00035404897,0.00037060172,0.000086163134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021080935,0.00007287184,0.952249,0.00006992857,0.000037861828,0.00004183432,0.005609224,0.0001303164,0.039839488,0.00001397369,0.0013159688,0.000408754],"study_design_scores_gemma":[0.0017660997,0.000887753,0.95494425,0.00038943,0.000025349675,0.000056415967,0.016843757,0.00045661457,0.01940091,0.0008667255,0.004152879,0.00020978745],"about_ca_topic_score_codex":0.004075207,"about_ca_topic_score_gemma":0.035498563,"teacher_disagreement_score":0.031423356,"about_ca_system_score_codex":0.00016470828,"about_ca_system_score_gemma":0.00008019578,"threshold_uncertainty_score":0.9988937},"labels":[],"label_agreement":null},{"id":"W4387465907","doi":"10.1007/978-3-642-25055-2_5","title":"Lake Processes and Sedimentation","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Evaporite; Geochemistry; Clastic rock; Sedimentary depositional environment; Sedimentary rock; Geomorphology; Hydrology (agriculture); Structural basin","score_opus":0.02608650100642638,"score_gpt":0.21820292670935035,"score_spread":0.19211642570292398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387465907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013523133,0.00015235753,0.000021653846,0.0004867446,0.00037680363,0.00040965783,0.00011126911,0.000084047475,0.9848343],"genre_scores_gemma":[0.35031044,0.0008333837,0.0003513978,0.0002818414,0.00013794436,0.000028362496,0.00007223052,0.000049121856,0.6479353],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991465,0.000018040078,0.00018292009,0.00034102827,0.00014175271,0.00016972233],"domain_scores_gemma":[0.99940205,0.00030935335,0.00011214474,0.00013018551,0.000006176749,0.00004008852],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017379918,0.00015799052,0.00023069463,0.000064449385,0.00005594086,0.000008552536,0.0001264174,0.00024626846,0.004236208],"category_scores_gemma":[0.0001343113,0.00014404052,0.000023517992,0.00003821943,0.00029702715,0.00006664959,0.00029295715,0.00013333559,0.0021302588],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021047698,0.00018675574,0.8196654,0.0016848582,0.0003182587,0.0008852575,0.0044253147,0.00014926598,0.00019749382,0.065848865,0.02701615,0.07941191],"study_design_scores_gemma":[0.0008707397,0.0006954508,0.04780272,0.0013350686,0.00025255478,0.00016477915,0.0006774926,0.00026873598,0.00024592518,0.12940438,0.81614906,0.002133092],"about_ca_topic_score_codex":0.00032396615,"about_ca_topic_score_gemma":0.018055473,"teacher_disagreement_score":0.7891329,"about_ca_system_score_codex":0.00005087972,"about_ca_system_score_gemma":0.000014243038,"threshold_uncertainty_score":0.99986243},"labels":[],"label_agreement":null},{"id":"W4387465980","doi":"10.1007/978-3-642-25055-2","title":"The Kenya Rift Lakes: Modern and Ancient","year":2023,"lang":"en","type":"book","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; National Commission for Science, Technology and Innovation; Government of the Republic of Kenya; National Science Foundation","keywords":"Rift valley; Rift; Geology; Archaeology; Geography; East African Rift; Paleontology; Tectonics","score_opus":0.016974783474138125,"score_gpt":0.20852206894035347,"score_spread":0.19154728546621536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387465980","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041947883,0.0014055864,0.00006162418,0.0010600347,0.0012762138,0.0007375192,0.0001212579,0.00010506339,0.9532848],"genre_scores_gemma":[0.109805785,0.0008343393,0.000069075555,0.00023739137,0.00013193005,0.000025740224,0.000014335273,0.00003142932,0.88885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854517,0.00010170106,0.00025687675,0.00046023141,0.00023279464,0.0004032513],"domain_scores_gemma":[0.9983949,0.0010119524,0.00013893706,0.0003794988,0.0000055288756,0.000069205875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006281313,0.00021004838,0.00030239762,0.00004652379,0.00021427908,0.000022987284,0.00042187024,0.0003229502,0.00048650318],"category_scores_gemma":[0.0002705927,0.00014404813,0.00006123835,0.00006948425,0.0008703686,0.000045214932,0.00078738434,0.00028796896,0.0022609257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020414649,0.0002212804,0.386116,0.00032862963,0.00032211214,0.0007526883,0.0059133787,0.00059302367,0.0001898582,0.015496053,0.4627881,0.12707472],"study_design_scores_gemma":[0.00020327646,0.0001505039,0.02044862,0.00020095831,0.000050424464,0.000045458502,0.0002913981,0.0025972866,0.000010099343,0.03277329,0.9426763,0.00055240694],"about_ca_topic_score_codex":0.00034077396,"about_ca_topic_score_gemma":0.010695127,"teacher_disagreement_score":0.47988817,"about_ca_system_score_codex":0.00020396097,"about_ca_system_score_gemma":0.000040458228,"threshold_uncertainty_score":0.9985159},"labels":[],"label_agreement":null},{"id":"W4387466066","doi":"10.1007/978-3-642-25055-2_11","title":"Lake Naivasha","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Eutrophication; Phytoplankton; Geology; Oceanography; Hydrology (agriculture); Environmental science; Ecology; Nutrient; Biology","score_opus":0.03112906891472525,"score_gpt":0.21035826531968657,"score_spread":0.17922919640496132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019213858,0.00004414161,0.000009474732,0.00031066078,0.0006193804,0.00022854803,0.000107620675,0.0000874845,0.9966713],"genre_scores_gemma":[0.07145463,0.00017879202,0.00015466799,0.0001963616,0.0001320275,0.000011194856,0.000032818858,0.000041693664,0.9277978],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986173,0.00003411041,0.00029065204,0.0004939389,0.0002297289,0.00033428293],"domain_scores_gemma":[0.9991117,0.00028624287,0.00014624993,0.00038253955,0.000004976906,0.00006828412],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030481355,0.00025002073,0.00040774336,0.00009536529,0.00006827472,0.000007956464,0.00040693316,0.00050956674,0.031364],"category_scores_gemma":[0.00015082266,0.00023024598,0.0001131602,0.000044277414,0.0004190643,0.000048914546,0.0007119245,0.0003144805,0.03472343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018325199,0.00024441496,0.47590747,0.00035537555,0.000336256,0.0036292744,0.0016192833,0.00036438683,0.00012451585,0.26824874,0.16224894,0.08673808],"study_design_scores_gemma":[0.00013257396,0.0001051645,0.006717984,0.00019959993,0.00003828779,0.000035147885,0.000039018298,0.00006917544,0.000010706905,0.033455264,0.95865905,0.0005380102],"about_ca_topic_score_codex":0.00046368982,"about_ca_topic_score_gemma":0.024248105,"teacher_disagreement_score":0.79641014,"about_ca_system_score_codex":0.000120116034,"about_ca_system_score_gemma":0.000014180518,"threshold_uncertainty_score":0.9935568},"labels":[],"label_agreement":null},{"id":"W4387466079","doi":"10.1007/978-3-642-25055-2_2","title":"Brief History of Geological Research on the Kenya Rift Lakes","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Rift valley; Rift; East African Rift; Geology; Archaeology; Limnology; Holocene; Pleistocene; Geography; Paleontology; Oceanography; Structural basin","score_opus":0.14879170721803278,"score_gpt":0.2784727733227012,"score_spread":0.12968106610466842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01794306,0.00017267292,0.0000019464553,0.0010893205,0.0005115453,0.00035921606,0.00003931101,0.000032100732,0.9798508],"genre_scores_gemma":[0.40659353,0.0002081392,0.000022854361,0.00017842122,0.00008074457,0.000016942191,0.0000060207603,0.000020271234,0.5928731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978236,0.00030924348,0.00036181632,0.00052883493,0.00056082883,0.0004156867],"domain_scores_gemma":[0.9955271,0.0036142422,0.00018275858,0.0005980412,0.000021306589,0.000056558114],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001966505,0.00021832206,0.00044864946,0.00015157626,0.00008886327,0.0000038047299,0.0007885768,0.0005713455,0.019174581],"category_scores_gemma":[0.0008407251,0.00014500831,0.00012684739,0.00006539826,0.0028205516,0.000028471859,0.0009175052,0.00081689097,0.0053942627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024427174,0.00021851878,0.05136687,0.000104353785,0.00012796828,0.0004811024,0.0013242736,0.00013258315,0.00015550565,0.72713333,0.21379255,0.004918675],"study_design_scores_gemma":[0.00012817726,0.0005502662,0.009859284,0.00028498378,0.000023622015,0.000014812796,0.0002070629,0.000098158846,0.00003464052,0.041474935,0.94697195,0.00035209837],"about_ca_topic_score_codex":0.0016362298,"about_ca_topic_score_gemma":0.0035599177,"teacher_disagreement_score":0.7331794,"about_ca_system_score_codex":0.00054928043,"about_ca_system_score_gemma":0.00005691187,"threshold_uncertainty_score":0.9998932},"labels":[],"label_agreement":null},{"id":"W4387466238","doi":"10.1007/978-3-642-25055-2_21","title":"Lake Victoria Basin","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Pluvial; Pleistocene; Sedimentary depositional environment; Rift valley; Holocene; Rift; Paleontology; Sedimentary rock; Structural basin; East African Rift; Geomorphology","score_opus":0.02425219114650153,"score_gpt":0.20876232621950921,"score_spread":0.18451013507300768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021991304,0.00003098103,0.000012392374,0.00036791043,0.0013901611,0.00025060508,0.00013705523,0.00009246293,0.9955193],"genre_scores_gemma":[0.08730582,0.00017444616,0.00021874349,0.00022675018,0.0002751664,0.000013314337,0.00004300844,0.000053363885,0.9116894],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851876,0.000046642715,0.00031607595,0.0005201785,0.00024996322,0.00034834782],"domain_scores_gemma":[0.99891025,0.00045260144,0.00015884252,0.00039717703,0.000006177617,0.000074967385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036709802,0.00027029245,0.00045617364,0.000100206795,0.00007125896,0.0000094723255,0.00040693674,0.00056240923,0.03087987],"category_scores_gemma":[0.00017709639,0.00024989384,0.00011618673,0.00005206287,0.00037454287,0.000054712542,0.00064235774,0.00032287932,0.027236784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021096779,0.00021489248,0.5731385,0.00027463326,0.00038982672,0.0024761742,0.0016159639,0.00018238412,0.00012810103,0.24624261,0.13980876,0.035317227],"study_design_scores_gemma":[0.000111949485,0.000079017016,0.0076639587,0.0001407846,0.0000320415,0.00001880336,0.000025943511,0.00003803395,0.000012411911,0.02122395,0.9702403,0.0004127874],"about_ca_topic_score_codex":0.0006636341,"about_ca_topic_score_gemma":0.025069516,"teacher_disagreement_score":0.8304316,"about_ca_system_score_codex":0.00015752824,"about_ca_system_score_gemma":0.000017758635,"threshold_uncertainty_score":0.99999535},"labels":[],"label_agreement":null},{"id":"W4387466369","doi":"10.1007/978-3-642-25055-2_12","title":"Lake Magadi and Nasikie Engida","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Geochemistry; Hydrology (agriculture); Geomorphology","score_opus":0.023558982723461155,"score_gpt":0.19859908768151907,"score_spread":0.1750401049580579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008686531,0.00012859545,0.000010225535,0.00036708466,0.0004879569,0.00026800527,0.0001205649,0.00007137795,0.98985964],"genre_scores_gemma":[0.21366759,0.0005722996,0.00022261619,0.00021386784,0.00013224398,0.000012536017,0.000027564112,0.000047168665,0.7851041],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878544,0.00003330904,0.0002421933,0.0004766183,0.00016916658,0.00029328527],"domain_scores_gemma":[0.99912065,0.0004078754,0.000114359005,0.00027622952,0.0000041410367,0.000076728444],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029178153,0.00023580898,0.00037722004,0.00008777827,0.00007036034,0.000010302272,0.00024002594,0.00043889118,0.009224504],"category_scores_gemma":[0.00012940889,0.00021681197,0.00006295137,0.000033488897,0.00049649726,0.000051983992,0.0006511634,0.00027478914,0.005848039],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019326548,0.00017415758,0.57732874,0.0005301598,0.0004425157,0.0032055508,0.0021930966,0.00014183644,0.00023014306,0.22739512,0.04328414,0.1448813],"study_design_scores_gemma":[0.00027881048,0.00020928164,0.024369065,0.0003156937,0.00007806363,0.000112763584,0.00009961916,0.0001683218,0.000026218533,0.042469956,0.9309963,0.00087588595],"about_ca_topic_score_codex":0.00036985803,"about_ca_topic_score_gemma":0.0164217,"teacher_disagreement_score":0.8877122,"about_ca_system_score_codex":0.00007503507,"about_ca_system_score_gemma":0.00001029786,"threshold_uncertainty_score":0.99492604},"labels":[],"label_agreement":null},{"id":"W4387466382","doi":"10.1007/978-3-642-25055-2_10","title":"Lake Nakuru and Lake Elmenteita","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Crater lake; Evaporite; Hydrology (agriculture); Rift valley; Population; Oceanography; Volcano; Geochemistry; Sedimentary rock; Paleontology","score_opus":0.02475402165729903,"score_gpt":0.20686807594815765,"score_spread":0.1821140542908586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008527717,0.00012477238,0.000008981822,0.0005503922,0.00054272555,0.00034723338,0.00028788453,0.00008132038,0.98952895],"genre_scores_gemma":[0.12616302,0.0006827011,0.00023122066,0.00031793464,0.00014396213,0.000018163822,0.00007306533,0.00005459256,0.87231535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861157,0.00003789024,0.00028242797,0.00053687365,0.00020686118,0.0003243803],"domain_scores_gemma":[0.99910176,0.0003556242,0.00014072673,0.00031470397,0.000005070903,0.000082127466],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032944453,0.00026386502,0.00041636618,0.000092948736,0.000084465355,0.000012333672,0.0002763314,0.0004320853,0.015894596],"category_scores_gemma":[0.000118678814,0.00024058203,0.00007068916,0.00003696757,0.00054203277,0.000060751103,0.0008218221,0.00027900698,0.005525311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018075171,0.00018720761,0.7439361,0.0003887644,0.00042118173,0.0019611549,0.001545241,0.000068084904,0.00009211396,0.12665942,0.062029295,0.062530674],"study_design_scores_gemma":[0.00019234416,0.00014262875,0.012407647,0.00021075693,0.00004919448,0.000053039592,0.000065988315,0.000063506006,0.00000726982,0.017024258,0.96928805,0.00049534027],"about_ca_topic_score_codex":0.00029055928,"about_ca_topic_score_gemma":0.09315518,"teacher_disagreement_score":0.90725875,"about_ca_system_score_codex":0.000059596045,"about_ca_system_score_gemma":0.000010774009,"threshold_uncertainty_score":0.995249},"labels":[],"label_agreement":null},{"id":"W4387466451","doi":"10.1007/978-3-642-25055-2_23","title":"Economic Aspects of the Kenya Rift Lakes and Their Deposits","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Rift valley; Aquifer; Geochemistry; Fluvial; Structural basin; Groundwater; Hydrology (agriculture); Geomorphology; Paleontology","score_opus":0.015320832138248983,"score_gpt":0.18742845299667443,"score_spread":0.17210762085842546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466451","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21800928,0.00017014614,0.0000029673845,0.00031939297,0.00050652237,0.0002974255,0.00009789664,0.000022519953,0.78057384],"genre_scores_gemma":[0.960378,0.00015267661,0.000013520188,0.000041690633,0.000038720897,0.0000032659443,0.0000021148699,0.0000152440825,0.03935475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913067,0.00004414626,0.00024310872,0.00032181706,0.000076435215,0.00018383608],"domain_scores_gemma":[0.9990215,0.00042004895,0.0002029799,0.00031841156,0.0000028217673,0.000034296394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019878549,0.00019035293,0.0003560526,0.000045553305,0.00006859875,0.0000055963346,0.00034917225,0.00027356218,0.00093478593],"category_scores_gemma":[0.000055860753,0.00012524094,0.000086070286,0.000019607762,0.0006315911,0.000036463643,0.000702285,0.00017868042,0.00055224594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008067661,0.00007550897,0.70590067,0.00024469185,0.00035776172,0.00009030737,0.0023221532,0.0003115083,0.00089409656,0.26781818,0.0027787916,0.01912566],"study_design_scores_gemma":[0.0011394393,0.00078853284,0.46137142,0.0021413136,0.00033583626,0.0003704107,0.0010259555,0.0012808986,0.0059979605,0.37052417,0.15229622,0.0027278648],"about_ca_topic_score_codex":0.0006832024,"about_ca_topic_score_gemma":0.030966278,"teacher_disagreement_score":0.74236876,"about_ca_system_score_codex":0.000083824176,"about_ca_system_score_gemma":0.000019029338,"threshold_uncertainty_score":0.9999785},"labels":[],"label_agreement":null},{"id":"W4387466495","doi":"10.1007/978-3-642-25055-2_17","title":"The Baringo-Bogoria Basin and Adjacent Parts of the Kenya Rift","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Facies; Paleontology; Geochemistry; Sedimentary rock; Siliciclastic; Rift valley; East African Rift; Rift; Subaerial; Fluvial; Volcanic ash; Red beds; Volcano; Structural basin","score_opus":0.01887393283871493,"score_gpt":0.1958642181952398,"score_spread":0.17699028535652486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466495","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07273757,0.0006004369,0.000009949956,0.0031080313,0.002507197,0.0010707271,0.00013167284,0.00005128761,0.9197831],"genre_scores_gemma":[0.83290774,0.00077969296,0.00004050892,0.00011705916,0.00008327717,0.000012050734,0.000002466564,0.000024613297,0.1660326],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987638,0.00009366617,0.00030836737,0.00033418552,0.000237249,0.0002627326],"domain_scores_gemma":[0.99833584,0.00089788274,0.00023565286,0.00047951745,0.0000073221904,0.00004376527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059246505,0.00019348333,0.00031519064,0.000028635508,0.00019358349,0.000010458081,0.00048144982,0.00026900042,0.0008087311],"category_scores_gemma":[0.00027339256,0.00011051397,0.00009460272,0.000041426967,0.0010849169,0.000028815362,0.0011641013,0.00026515685,0.00035530102],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118010365,0.00007447117,0.76690507,0.00014270027,0.00023369223,0.00007032901,0.0014518542,0.000105342544,0.000082381106,0.18073367,0.015317089,0.034765426],"study_design_scores_gemma":[0.00027598496,0.00015821545,0.1802171,0.00047233969,0.00011770175,0.000037811187,0.00028217593,0.00023669393,0.0001876113,0.03800898,0.7794646,0.0005408063],"about_ca_topic_score_codex":0.0011416966,"about_ca_topic_score_gemma":0.0067564044,"teacher_disagreement_score":0.76414746,"about_ca_system_score_codex":0.00007342503,"about_ca_system_score_gemma":0.000017891998,"threshold_uncertainty_score":0.8855038},"labels":[],"label_agreement":null},{"id":"W4387466540","doi":"10.1007/978-3-642-25055-2_8","title":"Lake Baringo","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Varve; Holocene; Oceanography; Shore; Thermocline; Period (music); Hydrology (agriculture); Sediment; Geomorphology","score_opus":0.030408278174691165,"score_gpt":0.20796027833063183,"score_spread":0.17755200015594066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023310396,0.000029453444,0.000011342098,0.0002342954,0.00054691767,0.00020125901,0.00006726778,0.00008315131,0.99649525],"genre_scores_gemma":[0.09781653,0.0001320644,0.00015122903,0.00016561123,0.00012111431,0.000010406434,0.000023675688,0.000038842463,0.9015405],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870914,0.000028515535,0.00027049912,0.0004710793,0.00020433315,0.0003164549],"domain_scores_gemma":[0.9991071,0.00033116248,0.0001289344,0.0003630281,0.0000042766296,0.00006548257],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029640767,0.00023167208,0.00037793594,0.0000911128,0.00006471852,0.000007907553,0.00038346322,0.00046744393,0.0250629],"category_scores_gemma":[0.00014049593,0.00021552508,0.00009988296,0.000039814215,0.00036414995,0.000045608405,0.00076776434,0.00030382938,0.02802369],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012870012,0.0001684456,0.6032737,0.00026618232,0.00032688997,0.0024121704,0.0013221584,0.00042058318,0.00010150093,0.25798926,0.0751919,0.058398526],"study_design_scores_gemma":[0.00014178824,0.00010729494,0.013285474,0.00020948968,0.00004145417,0.000035754674,0.000038340353,0.00011000825,0.000015245301,0.033768717,0.95164853,0.00059787714],"about_ca_topic_score_codex":0.00061260327,"about_ca_topic_score_gemma":0.028984698,"teacher_disagreement_score":0.8764567,"about_ca_system_score_codex":0.00011447943,"about_ca_system_score_gemma":0.000012329632,"threshold_uncertainty_score":0.9887338},"labels":[],"label_agreement":null},{"id":"W4387466622","doi":"10.1007/978-3-642-25055-2_6","title":"Lake Turkana","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Limnology; Fauna; Rift valley; Hydrology (agriculture); Deposition (geology); Arid; Geology; Aeolian processes; Ecology; Physical geography; Oceanography; Geography; Environmental science; Sediment; Geomorphology; Paleontology","score_opus":0.029557972789067934,"score_gpt":0.20893942120681863,"score_spread":0.1793814484177507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018319775,0.000045654106,0.000009226748,0.00034085824,0.00062389264,0.00021964386,0.0001014543,0.00008164908,0.99674565],"genre_scores_gemma":[0.08844875,0.00017166417,0.00014273323,0.00020018249,0.00013246517,0.000009812209,0.000032279244,0.00003933878,0.91082275],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865997,0.000033272143,0.00028079582,0.00048068954,0.00022016406,0.00032512122],"domain_scores_gemma":[0.9990624,0.00035253863,0.00014146438,0.00037140623,0.0000046931896,0.00006746291],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029152018,0.00024402869,0.000400173,0.00009522514,0.000063543186,0.000007558536,0.0003888537,0.00049284747,0.028211378],"category_scores_gemma":[0.00013723057,0.00022188094,0.00010879722,0.00004437619,0.00039789564,0.000047168494,0.0006380548,0.00031102577,0.029300764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001977207,0.00024043635,0.4378611,0.00035762088,0.0004987825,0.0040533873,0.0017720616,0.00049684616,0.00012633686,0.2864731,0.17634045,0.09158214],"study_design_scores_gemma":[0.00013419306,0.00010665272,0.007709682,0.00018769808,0.000044150336,0.000034351564,0.00004336383,0.0000908149,0.000013479214,0.03692033,0.9541446,0.0005706589],"about_ca_topic_score_codex":0.00060974195,"about_ca_topic_score_gemma":0.031975538,"teacher_disagreement_score":0.7778042,"about_ca_system_score_codex":0.000118466705,"about_ca_system_score_gemma":0.000013458719,"threshold_uncertainty_score":0.9856884},"labels":[],"label_agreement":null},{"id":"W4387466650","doi":"10.1007/978-3-642-25055-2_24","title":"Afterthoughts and Perspectives","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Deforestation (computer science); Sedimentation; Eutrophication; Siltation; Population; Fauna; Climate change; Geography; Population growth; Environmental science; Environmental change; Erosion; Sediment; Water resource management; Ecology; Geology; Oceanography; Paleontology; Nutrient","score_opus":0.034333811121490844,"score_gpt":0.209259259786143,"score_spread":0.17492544866465215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466650","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015197452,0.00038456573,0.000011643052,0.0005573216,0.0002935801,0.00024647746,0.000043827564,0.00006484447,0.9832003],"genre_scores_gemma":[0.46026653,0.0006874118,0.00019240669,0.00006378116,0.000091928494,0.0000085573165,0.0000042433676,0.000027345262,0.5386578],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897087,0.00003086804,0.00017332418,0.00047058848,0.00013569464,0.00021866937],"domain_scores_gemma":[0.9993438,0.00029115097,0.000087671484,0.00021810403,0.000004318399,0.000054948687],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018664388,0.00019910747,0.0003135874,0.000080767706,0.00006119947,0.000008475983,0.00017087151,0.0003169427,0.004189482],"category_scores_gemma":[0.00009625665,0.00017584563,0.00005417746,0.000027659133,0.0005562061,0.000052036718,0.00052235904,0.00020621356,0.002970137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026426086,0.0002010206,0.536471,0.00026036048,0.0003969468,0.0022631013,0.014229412,0.000060774408,0.00014993928,0.35987204,0.016205411,0.06962573],"study_design_scores_gemma":[0.00079134543,0.00074525236,0.1829651,0.00111685,0.00022451712,0.00029161654,0.0024067548,0.00042084325,0.000060073187,0.25041226,0.55775994,0.002805432],"about_ca_topic_score_codex":0.0004778277,"about_ca_topic_score_gemma":0.0037766271,"teacher_disagreement_score":0.5415546,"about_ca_system_score_codex":0.00011355015,"about_ca_system_score_gemma":0.0000072168114,"threshold_uncertainty_score":0.9978062},"labels":[],"label_agreement":null},{"id":"W4387466659","doi":"10.1007/978-3-642-25055-2_13","title":"Lake Victoria","year":2023,"lang":"en","type":"book-chapter","venue":"Syntheses in limnogeology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Eutrophication; Oceanography; Hypolimnion; Stratification (seeds); Environmental science; Phytoplankton; Ecology; Geology; Nutrient; Biology","score_opus":0.025237370149018796,"score_gpt":0.20962307122187637,"score_spread":0.18438570107285757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387466659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015262017,0.000032804706,0.0000092917935,0.00024490652,0.0012780236,0.00021813589,0.00010059344,0.00008606693,0.99650395],"genre_scores_gemma":[0.07755396,0.00016294867,0.00015113434,0.00014509441,0.00023880583,0.000011580358,0.00003453116,0.000044252072,0.9216577],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866754,0.000033550175,0.00028507033,0.00047129247,0.000225839,0.00031668568],"domain_scores_gemma":[0.9990447,0.00037444587,0.00014429224,0.00036431712,0.000005296605,0.000066916204],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029739283,0.00024312187,0.00039651993,0.00008768072,0.000063131,0.0000078844805,0.000379597,0.00051988347,0.029010179],"category_scores_gemma":[0.00014285101,0.00022338174,0.000101393,0.000044479882,0.0003402766,0.000047736594,0.00062722556,0.00029755445,0.030262817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019395357,0.00020233056,0.48755276,0.0002813352,0.0004135014,0.0026115037,0.001800823,0.00025613428,0.00015563997,0.33852044,0.13048697,0.037524603],"study_design_scores_gemma":[0.000104668725,0.000078144854,0.005315983,0.00012813578,0.000030168301,0.00001774187,0.000024162464,0.000040653405,0.000009509496,0.028642269,0.965202,0.0004065633],"about_ca_topic_score_codex":0.00041356677,"about_ca_topic_score_gemma":0.025632767,"teacher_disagreement_score":0.83471507,"about_ca_system_score_codex":0.00013382091,"about_ca_system_score_gemma":0.000014360442,"threshold_uncertainty_score":0.9921469},"labels":[],"label_agreement":null},{"id":"W4387999270","doi":"10.1016/j.jglr.2023.102246","title":"From desiccation to wetlands and outflow: Rapid re-filling of Lake Victoria during the Latest Pleistocene 14–13 ka","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tanzania Commission for Science and Technology; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Geology; Wetland; Holocene; Varve; Pleistocene; Vegetation (pathology); Swamp; Physical geography; Sediment; Ecology; Oceanography; Paleontology; Geography","score_opus":0.048751973591745705,"score_gpt":0.28935006622889936,"score_spread":0.24059809263715365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387999270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99763364,0.00003762516,0.000023422905,0.0011903172,0.00012495503,0.0001394478,0.000031359097,0.000005924469,0.00081330846],"genre_scores_gemma":[0.9988138,0.00013331312,0.00015021637,0.000008427114,0.00019987271,0.0000015434586,0.0000032130167,0.0000056712774,0.0006839294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984736,0.00014650717,0.00027359044,0.00013742811,0.0007419105,0.00022696734],"domain_scores_gemma":[0.99919957,0.0003034207,0.0001242053,0.000165189,0.00007819536,0.00012939137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018659537,0.000071450195,0.00016649271,0.000110622284,0.00027970338,0.000048583057,0.00028966813,0.00005112657,0.0006335907],"category_scores_gemma":[0.00023352723,0.00004518331,0.000047903923,0.00046803907,0.00010665524,0.00014498035,0.0002347426,0.00022317741,0.00012259965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024252628,0.000036207606,0.9597685,0.00003632661,0.0000506976,0.000054122007,0.0037207953,0.00068594347,0.02377869,0.0000047230806,0.009014896,0.0026065893],"study_design_scores_gemma":[0.00048766294,0.00024521785,0.98659545,0.00009835445,0.000013576099,0.000010728886,0.0009473983,0.00087439286,0.0027568531,0.00015418539,0.0077363756,0.00007981182],"about_ca_topic_score_codex":0.00052424404,"about_ca_topic_score_gemma":0.005097753,"teacher_disagreement_score":0.026826961,"about_ca_system_score_codex":0.000103958046,"about_ca_system_score_gemma":0.000017584995,"threshold_uncertainty_score":0.6937374},"labels":[],"label_agreement":null},{"id":"W4388178302","doi":"10.1016/j.jglr.2023.102241","title":"Lake Malawi/Niassa/Nyasa basin: Status, challenges, and research needs","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Structural basin; Geography; Environmental science; Water resource management; Hydrology (agriculture); Geology; Geomorphology","score_opus":0.15998509939205102,"score_gpt":0.3519306279566013,"score_spread":0.19194552856455027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388178302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96406096,0.0009996541,0.0000029092446,0.0047195028,0.00012147413,0.00021799769,0.00002628798,0.000016759092,0.02983444],"genre_scores_gemma":[0.97747976,0.011471283,0.00014373024,0.000024553552,0.00024884223,0.0000041912626,0.000003482354,0.000016263302,0.0106079085],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950633,0.0007948675,0.00035587433,0.00025173152,0.002581447,0.0009527478],"domain_scores_gemma":[0.9981724,0.0007313209,0.00009694727,0.00029548397,0.00021322502,0.0004906071],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010793486,0.00012484689,0.00028584118,0.0006212862,0.00052594306,0.00012022547,0.0005106312,0.00013764223,0.002665546],"category_scores_gemma":[0.0005004888,0.0000933936,0.00008104988,0.0012131005,0.0006286861,0.00039462923,0.0008296602,0.0009786609,0.0013166043],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035381108,0.00023377963,0.5893865,0.00019005308,0.00012714465,0.0014513513,0.008467524,0.00003105759,0.0033147607,0.0007416443,0.30939797,0.0863044],"study_design_scores_gemma":[0.0007732361,0.0009152579,0.39315277,0.00012456827,0.000009915902,0.00014439008,0.007637928,0.00022655094,0.0001709028,0.0010316457,0.5956448,0.00016805579],"about_ca_topic_score_codex":0.0003040867,"about_ca_topic_score_gemma":0.0015559298,"teacher_disagreement_score":0.28624684,"about_ca_system_score_codex":0.00026152696,"about_ca_system_score_gemma":0.00007928638,"threshold_uncertainty_score":0.999461},"labels":[],"label_agreement":null},{"id":"W4389559185","doi":"10.2139/ssrn.4660280","title":"On the Economics of Extinction and Mass Extinctions","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extinction event; Extinction (optical mineralogy); Economics; Environmental science; Geography; Natural resource economics; Geology; Demography; Sociology; Paleontology; Population","score_opus":0.009339237056519714,"score_gpt":0.18464301979916922,"score_spread":0.17530378274264952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389559185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946499,0.0000144158885,0.0005761027,0.0008500141,0.000075100535,0.000049274153,0.0000016442665,0.000008059837,0.0037755081],"genre_scores_gemma":[0.99836254,0.000783305,0.000010106338,0.000030528965,0.00002719381,8.5816094e-7,5.164828e-7,0.000002571793,0.00078235375],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99935097,0.000030643583,0.0000943217,0.0000740198,0.00006872794,0.000381339],"domain_scores_gemma":[0.999774,0.000054201682,0.00007958461,0.00006662362,0.0000029491855,0.00002265785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008907484,0.000042918582,0.000051050178,0.000020327112,0.00021628464,0.000010743607,0.00008147522,0.000022711576,0.00050252606],"category_scores_gemma":[0.00002075749,0.000028258959,0.000030309098,0.000088296176,0.000046359386,0.000059840317,0.000034985063,0.00026756225,0.00022737423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024341326,0.00023291951,0.43195856,0.000020123613,0.00046157133,0.0000070165197,0.0015828593,0.007782268,0.01295369,0.38724175,0.010439638,0.1470762],"study_design_scores_gemma":[0.00083102455,0.0009689449,0.073460326,0.000014525104,0.000061246516,0.00020404045,0.009586537,0.012730509,0.00054801616,0.8896989,0.01160252,0.0002933957],"about_ca_topic_score_codex":0.00005066723,"about_ca_topic_score_gemma":0.00051544356,"teacher_disagreement_score":0.5024572,"about_ca_system_score_codex":0.0002504812,"about_ca_system_score_gemma":0.00003795792,"threshold_uncertainty_score":0.5502308},"labels":[],"label_agreement":null},{"id":"W4390273467","doi":"10.21203/rs.3.rs-3795294/v1","title":"Mapping competition between domestic and distant water fishing fleets in West Africa","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; United States Agency for International Development","keywords":"Fishing; Competition (biology); Fishery; Business; Geography; Economic geography; Ecology; Biology","score_opus":0.10309417517048397,"score_gpt":0.3274751466875043,"score_spread":0.22438097151702036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390273467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955338,0.000049601746,0.0001620827,0.0012650938,0.00009124278,0.0006610314,0.00014560005,0.000047838188,0.0020436826],"genre_scores_gemma":[0.99899536,0.000069278976,0.00011855057,0.0000036206397,0.00006892452,0.000033267315,0.00017521209,0.000012781825,0.0005229951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747163,0.00033287756,0.00024880457,0.00056989084,0.00080012484,0.00057664776],"domain_scores_gemma":[0.9991977,0.0002879541,0.000042543805,0.0003028136,0.00001792752,0.00015106042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002191357,0.00015190968,0.00025869982,0.00018182333,0.00027288776,0.00016794616,0.00032675551,0.00018919267,0.00057239796],"category_scores_gemma":[0.000120434896,0.00011778117,0.000044921315,0.0002447884,0.00019114134,0.00010603648,0.0034150612,0.00081269105,0.0012596054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011616147,0.00005275151,0.9877277,0.0010305871,0.000019150539,0.00026342264,0.0065918085,0.00028255355,0.0006189211,0.000024811085,0.0022196416,0.0011570501],"study_design_scores_gemma":[0.00024810625,0.00005975815,0.9852972,0.0011308356,0.0000056771196,0.0000020084442,0.001941797,0.0017546912,0.00006765601,0.004049501,0.0051641376,0.00027862267],"about_ca_topic_score_codex":0.007098629,"about_ca_topic_score_gemma":0.0022429056,"teacher_disagreement_score":0.0048557236,"about_ca_system_score_codex":0.0005650815,"about_ca_system_score_gemma":0.000019311996,"threshold_uncertainty_score":0.99951804},"labels":[],"label_agreement":null},{"id":"W4390543327","doi":"10.14738/aivp.116.15199","title":"Feasibility of Cage Culture on Lake Malawi, Part 1: Physical, Chemical and Biological Processes","year":2024,"lang":"en","type":"article","venue":"European journal of applied sciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Cage; Environmental science; Saturation (graph theory); Oxygen saturation; Phosphorus; Temperate climate; Hydrology (agriculture); Oxygen; Ecology; Chemistry; Geology; Mathematics; Biology","score_opus":0.04565460968749346,"score_gpt":0.24761547735155534,"score_spread":0.20196086766406188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390543327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655182,0.000047242895,0.000019765781,0.000093022805,0.000053142452,0.000058583024,0.000009411021,0.00000824048,0.03419239],"genre_scores_gemma":[0.9994006,0.00002551371,0.00040811722,0.000044849312,0.0000849603,1.5934496e-7,3.640498e-7,0.0000019319584,0.000033506334],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991494,0.000050179442,0.00018957215,0.00020349867,0.0002955459,0.000111850255],"domain_scores_gemma":[0.99967647,0.0000618131,0.000117616255,0.000057370893,0.000009798091,0.00007694089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009814287,0.000080559745,0.00014223083,0.00001722507,0.000089271394,0.00004850935,0.00026231827,0.000014504746,0.00014224353],"category_scores_gemma":[0.000045661098,0.000043432014,0.000040679828,0.00023172158,0.00069366535,0.00009685158,0.000114055925,0.00012357805,0.00005979082],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007533233,0.0022716671,0.30625972,0.000869366,0.00015037181,0.00064688636,0.022783333,0.00082025,0.5570996,0.006027355,0.061912086,0.04040607],"study_design_scores_gemma":[0.0048907558,0.016530683,0.3230233,0.0025490797,0.00042910205,0.00082126795,0.021209486,0.0028716864,0.25873107,0.014572298,0.35097966,0.003391636],"about_ca_topic_score_codex":9.378875e-7,"about_ca_topic_score_gemma":0.000002515706,"teacher_disagreement_score":0.2983685,"about_ca_system_score_codex":0.000014836163,"about_ca_system_score_gemma":0.000014997585,"threshold_uncertainty_score":0.2555839},"labels":[],"label_agreement":null},{"id":"W4390947170","doi":"10.1016/j.scitotenv.2024.170059","title":"Increasing mercury bioaccumulation and biomagnification rates of Nile perch (Lates niloticus L.) in Winam Gulf, Lake Victoria, Kenya","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; University of Windsor","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada; University of Windsor; National Science Foundation","keywords":"Lates; Bioaccumulation; Biomagnification; Trophic level; Fishery; Perch; Zooplankton; Biology; Animal science; Environmental science; Ecology; Fish <Actinopterygii>","score_opus":0.013546949927427674,"score_gpt":0.2248781892614364,"score_spread":0.21133123933400874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390947170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850965,0.00011062639,0.00002388821,0.0005810235,0.00013258388,0.0002625626,0.000012830759,0.0000062101594,0.00036063103],"genre_scores_gemma":[0.9995892,0.000033835935,0.00023747432,0.0000034910481,0.000012141649,0.0000027478677,0.0000011265521,0.000003321942,0.000116680414],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988634,0.00008564657,0.00021809376,0.00024705677,0.0004302448,0.00015558104],"domain_scores_gemma":[0.99950475,0.0000954211,0.00009445418,0.0002677618,0.0000032255853,0.00003441077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376961,0.000089686226,0.00010345447,0.0000438356,0.00017120727,0.000030496636,0.0003120397,0.00003098365,0.00021901814],"category_scores_gemma":[0.000045987155,0.000051244337,0.00003595153,0.00038938117,0.0012009754,0.0002581002,0.0004104198,0.000059221573,0.0000391659],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032571552,0.00013233395,0.083803326,0.00006016212,0.0000131930865,0.0000011982098,0.0046972646,0.01600479,0.8909319,0.00040195594,0.000047716523,0.003873563],"study_design_scores_gemma":[0.000102477345,0.000058986407,0.9344301,0.000059880225,0.000024240528,0.000010128156,0.00038865634,0.034121618,0.030073794,0.00054674095,0.00008381528,0.000099542],"about_ca_topic_score_codex":0.0011285414,"about_ca_topic_score_gemma":0.000060507835,"teacher_disagreement_score":0.86085814,"about_ca_system_score_codex":0.00014033467,"about_ca_system_score_gemma":0.000013527504,"threshold_uncertainty_score":0.4425044},"labels":[],"label_agreement":null},{"id":"W4391155793","doi":"","title":"Faut-il créer une réserve de biosphère pour le lac Fitri au Tchad ?","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Geology","score_opus":0.01612846453095526,"score_gpt":0.21183786735649127,"score_spread":0.195709402825536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391155793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74888426,0.0008045877,0.015208104,0.16870297,0.0006351479,0.0005290346,0.00035919412,0.00031616306,0.0645605],"genre_scores_gemma":[0.8377659,0.00057708693,0.008648591,0.00025849932,0.000057781115,0.000017593391,0.00018708713,0.000034943383,0.15245257],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99416965,0.0031523923,0.0004936831,0.0007514671,0.0005398526,0.0008929608],"domain_scores_gemma":[0.9966694,0.0009634489,0.0003498413,0.0013161426,0.00027624227,0.0004248989],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005854749,0.00033515098,0.00034844235,0.00010593608,0.0010219137,0.00023761945,0.0011990834,0.00030570323,0.0019069688],"category_scores_gemma":[0.00073125097,0.00036501305,0.00025171268,0.0014016049,0.00056097994,0.0003791592,0.0011518468,0.00037675397,0.007104822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004919753,0.0027878725,0.38479403,0.0006079145,0.00029194777,0.00016911353,0.05171172,0.0008504305,0.038381167,0.09402453,0.29678604,0.12954605],"study_design_scores_gemma":[0.0021207011,0.000003865488,0.35422313,0.0017390824,0.00013864899,0.00005017208,0.004459034,0.103646964,0.07238268,0.006645969,0.45326996,0.0013198011],"about_ca_topic_score_codex":0.13817601,"about_ca_topic_score_gemma":0.05123683,"teacher_disagreement_score":0.16844448,"about_ca_system_score_codex":0.00060579664,"about_ca_system_score_gemma":0.00038192063,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W4391364765","doi":"10.1016/j.jglr.2024.102296","title":"Critical biodiversity, fisheries status and need for inshore fish communities conservation in Lake Tanganyika","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"The World Academy of Sciences; JRS Biodiversity Foundation; International Foundation for Science; Rufford Foundation","keywords":"Fishery; Biodiversity; Fish <Actinopterygii>; Biodiversity conservation; Geography; Ecology; Biology","score_opus":0.09015411668545151,"score_gpt":0.3234576272966924,"score_spread":0.2333035106112409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391364765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991892,0.00013928267,0.000030046587,0.006745777,0.00009542812,0.0001385001,0.00018955332,0.000006125691,0.00076332863],"genre_scores_gemma":[0.9991098,0.00023151208,0.00026013554,0.00010977313,0.00003509966,0.0000019532133,0.000009574818,0.000003165843,0.00023896262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887437,0.00017053353,0.00019531848,0.000086430264,0.00041893887,0.0002544146],"domain_scores_gemma":[0.9989183,0.00078581244,0.000027832692,0.00007700559,0.00008731987,0.00010376182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013030173,0.00006663112,0.00014875537,0.00015573863,0.00023469057,0.000193711,0.00016314068,0.00006623936,0.0005822213],"category_scores_gemma":[0.00026910394,0.000053212392,0.000043571716,0.00025201464,0.000512703,0.0005031434,0.00020962958,0.00031958552,0.000016950895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101902006,0.000034822147,0.93411404,0.000115075665,0.000015347166,0.00006632235,0.0025554753,0.0000026800776,0.00013367312,0.00012583248,0.061253514,0.0014812978],"study_design_scores_gemma":[0.0009859693,0.00106204,0.7096144,0.00036037588,0.000033432665,0.00008799704,0.02350524,0.0028844443,0.00019376693,0.0023391666,0.2587197,0.00021344537],"about_ca_topic_score_codex":0.0011350227,"about_ca_topic_score_gemma":0.042747825,"teacher_disagreement_score":0.22449966,"about_ca_system_score_codex":0.00014508193,"about_ca_system_score_gemma":0.000041088068,"threshold_uncertainty_score":0.9747195},"labels":[],"label_agreement":null},{"id":"W4391464317","doi":"10.19044/esipreprint.1.2024.p117","title":"Bibliographic Review of Aquatric Systems and their Relevance to the Ivory Coast, a Sub-Saharan African Country","year":2024,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Cote d ivoire; Geography; Political science; Humanities; Art","score_opus":0.014407788035538861,"score_gpt":0.20622319140875803,"score_spread":0.19181540337321917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391464317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7433698,0.23604049,0.0015616975,0.0016800964,0.0038549865,0.0008239843,0.00017194547,0.000067781046,0.012429208],"genre_scores_gemma":[0.9776436,0.02096102,0.00004279266,0.00023650589,0.000142562,0.0000016310858,0.0000023801033,0.000014468155,0.0009550234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979026,0.00045586494,0.0004372589,0.00036249595,0.00057431957,0.00026746225],"domain_scores_gemma":[0.9990921,0.00012311911,0.00018627352,0.00035574404,0.000038826078,0.00020393603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006243475,0.00014810219,0.00021018225,0.00040220795,0.00048570993,0.00048633257,0.0005834781,0.000017047994,0.00014706241],"category_scores_gemma":[0.000110554334,0.00008113356,0.00011056454,0.0045223734,0.00030708523,0.00024615144,0.0003001512,0.00025565948,0.0006443367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013773183,0.000053463184,0.0043765507,0.0015681622,0.000059680933,0.00013637579,0.00359204,0.00010769035,0.005281432,0.000032052394,0.9642064,0.020572357],"study_design_scores_gemma":[0.00009974648,0.000088878856,0.004206683,0.004396204,0.00005260227,0.000404087,0.0012853197,0.00091780274,0.000054392116,0.000025972313,0.98827136,0.00019698254],"about_ca_topic_score_codex":0.000090028836,"about_ca_topic_score_gemma":0.00008155936,"teacher_disagreement_score":0.2342738,"about_ca_system_score_codex":0.00004882278,"about_ca_system_score_gemma":0.000025973359,"threshold_uncertainty_score":0.828186},"labels":[],"label_agreement":null},{"id":"W4391475898","doi":"10.5962/p.363933","title":"The Bird Almanac: The Ultimate Guide to Essential Facts and Figures of the World's Birds, by David M. Bird [Review]","year":2000,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; History","score_opus":0.006614021385203642,"score_gpt":0.22046459354693537,"score_spread":0.21385057216173173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391475898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5187807,0.00754416,0.0000027892208,0.41654402,0.0008872506,0.0024582709,0.0003587431,0.00008596337,0.053338107],"genre_scores_gemma":[0.9482096,0.0012785201,0.000019547071,0.017828137,0.000058182217,0.000008235728,0.0000034908614,0.000015287516,0.032579027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877626,0.00014792824,0.0002232854,0.00021853938,0.00028960418,0.0003443589],"domain_scores_gemma":[0.9988848,0.00020493135,0.000091040725,0.00063075934,0.000012770961,0.00017568567],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005059123,0.00014921206,0.0001469187,0.0000146031925,0.0011982645,0.00006833417,0.0010206922,0.000056879264,0.0033660508],"category_scores_gemma":[0.000092212445,0.00006164138,0.00008036788,0.00029008058,0.00030065907,0.000070221155,0.00015224735,0.00022242346,0.0005629648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065805402,0.000003389068,0.0029595608,0.000015873324,0.000016808719,0.0000021598355,0.00024553068,0.000014000928,0.0001964332,0.00008712136,0.99155337,0.004899153],"study_design_scores_gemma":[0.000089721056,0.00001255114,0.018228702,0.00008606044,0.000042776996,0.000007877736,0.000102970545,0.00008694531,0.0007247339,0.000057226684,0.9804231,0.00013731343],"about_ca_topic_score_codex":0.6127244,"about_ca_topic_score_gemma":0.9434124,"teacher_disagreement_score":0.42942888,"about_ca_system_score_codex":0.00011840466,"about_ca_system_score_gemma":0.000038856993,"threshold_uncertainty_score":0.997545},"labels":[],"label_agreement":null},{"id":"W4392788596","doi":"10.22541/au.170666033.31994974/v1","title":"Temperature rise improves harvest sustainability in a model system despite reduction in carrying capacity","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Daphnia; Biology; Ecology; Abundance (ecology); Climate change; Population; Sustainability; Animal science; Environmental science; Demography; Zooplankton","score_opus":0.012559486087694055,"score_gpt":0.21306186576726238,"score_spread":0.20050237967956833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392788596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947198,0.00006230433,0.00016678158,0.0003568259,0.0004076239,0.0012329401,0.000060828686,0.00010772978,0.0028851537],"genre_scores_gemma":[0.9982703,0.0000052892105,0.00065018656,0.000008503868,0.000041928088,0.00007461415,0.0000105679665,0.000012982358,0.0009256399],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99769694,0.00016323046,0.00048375633,0.0009740092,0.0003096538,0.0003724205],"domain_scores_gemma":[0.9992353,0.000016271306,0.00012366545,0.00050419214,0.000018640656,0.00010194943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010975497,0.0003159854,0.00041218288,0.00013070884,0.000089238056,0.00014343258,0.00030538577,0.0005226714,0.00004190655],"category_scores_gemma":[0.0000491895,0.00027067785,0.00012545656,0.00030402452,0.00012936337,0.0001903709,0.001674078,0.0011400322,0.00006618952],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019472472,0.0007556352,0.39845616,0.018651048,0.00009889744,0.00035524069,0.022891376,0.5156486,0.03155756,0.0040642493,0.0053448766,0.0019816468],"study_design_scores_gemma":[0.0005959241,0.000057759313,0.06698794,0.0012585286,0.00008028235,0.000033332337,0.015348761,0.8927913,0.0010943405,0.020377738,0.00006861515,0.0013055295],"about_ca_topic_score_codex":0.05560414,"about_ca_topic_score_gemma":0.01945262,"teacher_disagreement_score":0.37714264,"about_ca_system_score_codex":0.007308278,"about_ca_system_score_gemma":0.000118420496,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W4392978487","doi":"10.1016/j.jglr.2024.102325","title":"Impacts of anthropogenic sedimentation on shell-bed habitats in Lake Tanganyika, Africa","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Society of Exploration Geophysicists; Directorate for Geosciences","keywords":"Ecology; Sediment; Sedimentation; Watershed; Fauna; Environmental science; Geology; Paleontology; Biology","score_opus":0.05395233102324442,"score_gpt":0.3347935524009253,"score_spread":0.28084122137768086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392978487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516153,0.00035073387,0.000010837241,0.00055393093,0.00013120187,0.00013608598,0.000025923633,0.0000040363484,0.0036257247],"genre_scores_gemma":[0.999297,0.00013448199,0.00011089435,0.0000086635855,0.000054055865,8.384987e-7,0.0000015584577,0.0000059951194,0.00038648673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980185,0.00020664524,0.00033799154,0.00014243677,0.001027329,0.00026709467],"domain_scores_gemma":[0.99938077,0.00025320085,0.00008866438,0.000115264374,0.00004336316,0.000118760996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001918088,0.00007945511,0.00018057677,0.0002752286,0.000074338976,0.000042874843,0.0002160554,0.00006036348,0.0022852735],"category_scores_gemma":[0.00011668126,0.000056384233,0.00009054798,0.0006383126,0.00019145857,0.00025954132,0.00008683165,0.00033846445,0.00030276304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007682868,0.0007051866,0.71790034,0.0003256974,0.00017399782,0.0016985448,0.009987611,0.00048805727,0.17481919,0.00019837593,0.072730914,0.020203808],"study_design_scores_gemma":[0.0034910557,0.0077812616,0.83590776,0.0022255355,0.000083658924,0.0002961246,0.007233947,0.004995486,0.08000592,0.0020772407,0.055295564,0.000606474],"about_ca_topic_score_codex":0.00024012249,"about_ca_topic_score_gemma":0.0025510197,"teacher_disagreement_score":0.11800741,"about_ca_system_score_codex":0.00032338285,"about_ca_system_score_gemma":0.000054418597,"threshold_uncertainty_score":0.99862677},"labels":[],"label_agreement":null},{"id":"W4393101031","doi":"10.1016/b978-0-323-90801-6.90013-2","title":"Coloration and chromatophores in fishes","year":2011,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chromatophore; Fishery; Fish <Actinopterygii>; Zoology; Biology","score_opus":0.014370982064077126,"score_gpt":0.1826479358456534,"score_spread":0.16827695378157626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393101031","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018543445,0.00011749169,4.969571e-7,0.000016386499,0.000060643106,0.0002644189,0.000011400973,0.000012551221,0.9809732],"genre_scores_gemma":[0.050219174,0.00007760629,0.00010705361,0.00008957307,0.000029044533,0.000005920082,0.0000068000945,0.000011350089,0.9494535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933064,0.000011605381,0.00016947146,0.00024764496,0.0001301901,0.000110440866],"domain_scores_gemma":[0.9996867,0.000013198524,0.00010261126,0.0001442589,0.000002969161,0.000050249007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001301608,0.00014954634,0.00019860592,0.000028069237,0.000055253357,0.000015132806,0.00009990818,0.00016919304,0.0017106228],"category_scores_gemma":[0.0000035878008,0.0001314283,0.00003400129,0.000005256216,0.00013525931,0.00004473276,0.00017614746,0.00011417199,0.0006155328],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000130598555,0.000009680732,0.013299725,0.00004995858,0.000017013492,0.00004696934,0.00096761034,2.7016117e-7,0.000063029576,0.001211054,0.0012615595,0.98306006],"study_design_scores_gemma":[0.00017641924,0.00006665112,0.011682005,0.0001265739,0.000024765397,0.000008906593,0.000013831449,0.00001315001,0.000042759642,0.009771823,0.977783,0.0002900846],"about_ca_topic_score_codex":0.000035541838,"about_ca_topic_score_gemma":0.0018164092,"teacher_disagreement_score":0.98276997,"about_ca_system_score_codex":0.00008404426,"about_ca_system_score_gemma":0.0000071711793,"threshold_uncertainty_score":0.99920195},"labels":[],"label_agreement":null},{"id":"W4393166185","doi":"10.1016/j.teadva.2024.200100","title":"Establishing and modeling the causality relationship of hydro-climatic and land cover change variables with water quality over Lake Tana, Ethiopia","year":2024,"lang":"en","type":"article","venue":"Total Environment Advances","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation; European Commission; International Development Research Centre; Defence Science Institute; Department of Science and Innovation, South Africa; Botswana International University of Science and Technology","keywords":"Causality (physics); Land cover; Quality (philosophy); Cover (algebra); Climate change; Geography; Water quality; Environmental science; Physical geography; Hydrology (agriculture); Water resource management; Land use; Environmental resource management; Ecology; Geology; Biology; Engineering; Geotechnical engineering","score_opus":0.03257095717114376,"score_gpt":0.2405511480583607,"score_spread":0.20798019088721692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393166185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673647,0.0007025675,0.0012756635,0.0003154357,0.000037844202,0.00022875205,0.000046197816,0.00001503272,0.00064204645],"genre_scores_gemma":[0.9989377,0.00020054905,0.0005712509,0.00003371833,0.000022985398,0.000010555739,0.000011748292,0.0000061736273,0.00020527527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990211,0.00008169972,0.00018872478,0.00026833947,0.00027815436,0.00016197619],"domain_scores_gemma":[0.9995446,0.00020213603,0.000052488682,0.00015198541,0.0000015562658,0.0000471902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063060713,0.00012115137,0.0001488645,0.000013372227,0.00017568356,0.000055110628,0.00006580876,0.00004661628,0.00048587273],"category_scores_gemma":[0.000019221043,0.000065232605,0.000017760407,0.000052526913,0.00023660647,0.00071719376,0.00018612861,0.00011857959,0.000028905608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043612687,0.000048182785,0.9648978,0.00036481078,0.000041302712,0.0000073220926,0.004249475,0.027635785,0.0007937528,0.0005923902,0.000023515096,0.0013020416],"study_design_scores_gemma":[0.0008813831,0.00023646958,0.68828255,0.00032250508,0.00024298199,0.000033173284,0.0010218646,0.29616243,0.00033908282,0.0057068057,0.006046655,0.00072410767],"about_ca_topic_score_codex":0.0010639457,"about_ca_topic_score_gemma":0.0005341372,"teacher_disagreement_score":0.27661526,"about_ca_system_score_codex":0.00004437715,"about_ca_system_score_gemma":0.0000023077312,"threshold_uncertainty_score":0.53199655},"labels":[],"label_agreement":null},{"id":"W4393384878","doi":"10.1007/s40152-024-00359-z","title":"Responding to civil war: fisheries as a safety net and lootable resource on Lake Tanganyika, the Democratic Republic of Congo","year":2024,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Geographic Society","keywords":"Fishing; Vulnerability (computing); Fishery; Democracy; Natural resource; Resource (disambiguation); Language change; Fisheries management; Spanish Civil War; Politics; Fisheries law; Political science; Geography; Business; Development economics; Economics; Law; Biology","score_opus":0.019288408537284592,"score_gpt":0.24636602907056512,"score_spread":0.22707762053328054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393384878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67830443,0.03750091,0.000087018954,0.047014788,0.0012018175,0.0032356686,0.0007913338,0.00055845414,0.23130557],"genre_scores_gemma":[0.90078825,0.003072885,0.0009839083,0.0029924014,0.00025396986,0.00019855851,0.000028884962,0.00008106043,0.091600075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674565,0.00032276608,0.0006724452,0.0008847654,0.0006927588,0.00068160327],"domain_scores_gemma":[0.9974467,0.0016308263,0.00014355326,0.0005439875,0.000081484206,0.00015341914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018368891,0.00046969752,0.0008490554,0.00020135714,0.0012636924,0.00012237117,0.00040005049,0.00010504509,0.00088843226],"category_scores_gemma":[0.0013252724,0.00033210302,0.00015179603,0.0012141532,0.0011416905,0.00029501526,0.00229254,0.00033677786,0.000397999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005408228,0.0001630464,0.025480572,0.0008343651,0.002121209,0.00024899762,0.021404171,0.00012358563,0.00021060384,0.0021587082,0.9320719,0.0146419965],"study_design_scores_gemma":[0.0007926958,0.0013516766,0.024743713,0.0012203497,0.00040132413,0.00007758543,0.03234879,0.00050302263,0.00015721649,0.0031233968,0.9344165,0.0008637846],"about_ca_topic_score_codex":0.00036467242,"about_ca_topic_score_gemma":0.0054236334,"teacher_disagreement_score":0.22248381,"about_ca_system_score_codex":0.0002982723,"about_ca_system_score_gemma":0.000033562777,"threshold_uncertainty_score":0.9999131},"labels":[],"label_agreement":null},{"id":"W4394989961","doi":"10.1016/j.jglr.2024.102352","title":"Species in Ancient Lakes 9: An introduction to the conference and special section","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Diversification (marketing strategy); Special section; Geography; Ecology; Biology; Engineering","score_opus":0.06237812322727196,"score_gpt":0.303263338389147,"score_spread":0.24088521516187503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394989961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893336,0.00006026352,0.00008073815,0.007362544,0.0007255403,0.00011676397,0.000004237237,0.0000031932234,0.0023130793],"genre_scores_gemma":[0.9941359,0.000064552114,0.000053848154,0.00001889133,0.0039707995,0.0000010710933,5.0672656e-7,0.000002462322,0.0017519281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987932,0.00016830041,0.00015821379,0.00014998297,0.00056184136,0.00016845587],"domain_scores_gemma":[0.99969333,0.000053617707,0.000026476,0.00009383699,0.000042555843,0.00009019384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021566027,0.00005042902,0.000087697845,0.00013109474,0.00015163989,0.00017481687,0.00015851902,0.00003180523,0.001464831],"category_scores_gemma":[0.00009422237,0.000029773657,0.000022715105,0.00040390802,0.00014042071,0.00032176226,0.00010437761,0.00030560925,0.000086457214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042956782,0.00020729627,0.30095348,0.00007803182,0.00003915189,0.0003283262,0.021192651,0.0008948843,0.058237143,0.0021115951,0.5528853,0.06264256],"study_design_scores_gemma":[0.00016083573,0.0006891472,0.33312586,0.000053393942,0.0000065136646,0.00017673991,0.0036485957,0.0015291787,0.0006828067,0.0002832157,0.65955836,0.00008533524],"about_ca_topic_score_codex":0.00014087235,"about_ca_topic_score_gemma":0.007973394,"teacher_disagreement_score":0.106673084,"about_ca_system_score_codex":0.0002317125,"about_ca_system_score_gemma":0.000026027923,"threshold_uncertainty_score":0.99944794},"labels":[],"label_agreement":null},{"id":"W4395478121","doi":"10.1016/j.jglr.2024.102355","title":"Biotic and abiotic factors driving water hyacinth, Pontederia crassipes, phenology in Nyanza Gulf, Lake Victoria, Kenya","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kenya Marine and Fisheries Research Institute; International Foundation for Science","keywords":"Hyacinth; Abiotic component; Phenology; Geography; Environmental science; Biology; Ecology","score_opus":0.03349164545566192,"score_gpt":0.28593218057067626,"score_spread":0.25244053511501435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395478121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672794,0.0002569357,0.000040789462,0.0009051886,0.0004811654,0.00013455795,0.000008143071,0.000010922396,0.0014343663],"genre_scores_gemma":[0.998737,0.00011228276,0.00007922429,0.000009951173,0.00013858182,5.9285566e-7,0.0000022461109,0.000010680864,0.00090946787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978645,0.00027465879,0.00039736708,0.00027258598,0.0006626211,0.000528298],"domain_scores_gemma":[0.999282,0.0002769681,0.000052510557,0.00015519738,0.000038580572,0.00019474502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017055891,0.00014596371,0.00029661824,0.00031807172,0.0001817207,0.00017394162,0.00031216585,0.00014616606,0.0029324125],"category_scores_gemma":[0.00015063636,0.000087972716,0.000077807694,0.00032891042,0.00031378167,0.0003605135,0.00032233854,0.0006292747,0.00026707325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044020875,0.00007691952,0.9622235,0.00008283464,0.00006346987,0.00072184106,0.0034758863,0.00002395143,0.027135033,0.000035238325,0.0033932049,0.0027241157],"study_design_scores_gemma":[0.001225076,0.001212834,0.89120173,0.0006674005,0.000060572016,0.0005316141,0.0030950252,0.0025155402,0.006923002,0.0014823815,0.09058162,0.00050317345],"about_ca_topic_score_codex":0.000382152,"about_ca_topic_score_gemma":0.0063594813,"teacher_disagreement_score":0.087188415,"about_ca_system_score_codex":0.0003414971,"about_ca_system_score_gemma":0.000035703957,"threshold_uncertainty_score":0.99797904},"labels":[],"label_agreement":null},{"id":"W4395955594","doi":"10.18280/ijsdp.190408","title":"Assessing the Impacts of Fish In-Cage Farming and Tourism on Lake Toba’s Water Quality","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cage; Water quality; Fishery; Environmental science; Tourism; Agriculture; Fish <Actinopterygii>; Fish farming; Water resource management; Hydrology (agriculture); Aquaculture; Geography; Geology; Ecology; Biology; Engineering; Geotechnical engineering","score_opus":0.022285286421755365,"score_gpt":0.28630939477431455,"score_spread":0.2640241083525592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395955594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800104,0.00004204535,0.00016111188,0.0008939807,0.00011893591,0.00004940722,0.0000018263537,0.0000019619952,0.00072968134],"genre_scores_gemma":[0.99929106,0.0000054600537,0.00029172038,0.00015545597,0.000035684534,4.5401293e-7,0.0000019499364,0.000001954884,0.00021625462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926585,0.000027784221,0.00024340108,0.000077189456,0.00026552644,0.00012022499],"domain_scores_gemma":[0.999736,0.00009665073,0.00006983195,0.000023059112,0.0000332361,0.000041227955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011031862,0.000059115024,0.00009080397,0.00010283543,0.00006473417,0.00014432607,0.000106799656,0.000022400658,0.00008050025],"category_scores_gemma":[0.000052587562,0.000033112596,0.000018881045,0.000056495184,0.00002133017,0.0003142235,0.00013826748,0.0001042616,0.0000021740304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012473796,0.000054359523,0.90927804,0.00010794638,0.00016033274,0.0031981124,0.056833316,0.0014615885,0.0014128811,0.00020417517,0.0047067944,0.022457736],"study_design_scores_gemma":[0.0003126023,0.000058932284,0.9312121,0.0005030042,0.000008088968,0.000077426645,0.031464513,0.00022969689,0.0025262192,0.00029605362,0.03318011,0.00013120305],"about_ca_topic_score_codex":0.00015912876,"about_ca_topic_score_gemma":0.00005268557,"teacher_disagreement_score":0.028473316,"about_ca_system_score_codex":0.000138676,"about_ca_system_score_gemma":0.00002968269,"threshold_uncertainty_score":0.13917395},"labels":[],"label_agreement":null},{"id":"W4398223349","doi":"10.1371/journal.pone.0302397","title":"Climate change: A pointer to increased small-scale fisher drowning deaths","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Division of Behavioral and Cognitive Sciences; Cornell Atkinson Center for Sustainability, Cornell University; Kenya Marine and Fisheries Research Institute; David R. Atkinson Center for a Sustainable Future , Cornell University; National Science Foundation","keywords":"Poison control; Injury prevention; Occupational safety and health; Climate change; Geography; Suicide prevention; Environmental health; Socioeconomics; Medicine; Ecology","score_opus":0.05181659651504885,"score_gpt":0.20382221474715168,"score_spread":0.15200561823210282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398223349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842611,0.000030335312,0.000052045914,0.00092917454,0.000048592276,0.0002691939,0.000032538952,0.000097165765,0.014279837],"genre_scores_gemma":[0.99534255,0.000010089691,0.0027036788,0.00080969976,0.00010192697,0.000028402117,0.000006240549,0.000010414988,0.0009869807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991674,0.00002391258,0.00010389955,0.0002616656,0.00020358828,0.00023955737],"domain_scores_gemma":[0.9996825,0.000024496878,0.000016350199,0.00014843096,0.0000037934403,0.00012442733],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018770227,0.00009043844,0.00011965331,0.000027729418,0.00007969851,0.00005760524,0.00013299228,0.000041552346,0.0036638095],"category_scores_gemma":[0.0000132251425,0.00007733988,0.00003980939,0.00014555486,0.000020768262,0.00012631321,0.0002874327,0.00007463526,0.007852996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060388225,0.00087635044,0.9206802,0.00035496033,0.00012928076,0.00014049593,0.0049386984,0.0000016036618,0.055658773,0.000058304,0.010450068,0.006650871],"study_design_scores_gemma":[0.0024207546,0.001518563,0.8151854,0.006251486,0.0011236264,0.000043115964,0.0017068054,0.039831374,0.10012153,0.00059354,0.028361427,0.0028423485],"about_ca_topic_score_codex":0.0009700117,"about_ca_topic_score_gemma":0.00072883506,"teacher_disagreement_score":0.105494775,"about_ca_system_score_codex":0.000102161066,"about_ca_system_score_gemma":0.0000022391682,"threshold_uncertainty_score":0.997247},"labels":[],"label_agreement":null},{"id":"W4398254229","doi":"10.1093/molbev/msae093","title":"Severe Bottleneck Impacted the Genomic Structure of Egg-Eating Cichlids in Lake Victoria","year":2024,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science","keywords":"Biology; Cichlid; Population bottleneck; Adaptive radiation; Population; Ecology; Zoology; Predation; Fishery; Phylogenetic tree; Fish <Actinopterygii>","score_opus":0.003511876068440915,"score_gpt":0.20739641274377843,"score_spread":0.2038845366753375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398254229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815154,0.00036976623,0.0008756924,0.0000972455,0.00011832716,0.000083545,0.00004666387,0.00000887225,0.00024836583],"genre_scores_gemma":[0.9997924,0.000008398113,0.00012281211,0.000024760686,0.00001590568,6.386021e-7,0.00001584133,0.0000020385125,0.000017212507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956626,0.00006601093,0.000091387665,0.00013596416,0.000037830858,0.00010255803],"domain_scores_gemma":[0.9998638,0.000017600601,0.000026170623,0.00007371418,0.000002394493,0.000016345453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011302871,0.00005720497,0.00007059602,0.000018623035,0.000053897547,0.000005958313,0.00006190202,0.00009283114,0.00016766557],"category_scores_gemma":[0.000014731627,0.000037405596,0.000021481825,0.00011068765,0.00008460546,0.000030865504,0.0000777269,0.000081083126,0.000014370793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000722455,0.0000038249455,0.61316144,0.000011696721,0.000011021102,0.000002786018,0.00020026762,0.00012028414,0.38531145,0.0007211083,0.00008607555,0.00036278614],"study_design_scores_gemma":[0.00012789699,0.000058604433,0.9909732,0.000022148532,0.000014685541,0.000015904794,0.000083107116,0.0029989793,0.0011978953,0.003503093,0.00092137884,0.00008311631],"about_ca_topic_score_codex":0.00038108192,"about_ca_topic_score_gemma":0.0014301019,"teacher_disagreement_score":0.38411355,"about_ca_system_score_codex":0.00005759912,"about_ca_system_score_gemma":0.000007619131,"threshold_uncertainty_score":0.18358204},"labels":[],"label_agreement":null},{"id":"W4399558609","doi":"10.1016/j.jglr.2024.102378","title":"Importance of internal and external nutrient loading to the primary productivity of Lake Tanganyika","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Danish International Development Agency","keywords":"Nutrient; Environmental science; Productivity; Bay; Hydrology (agriculture); Primary productivity; Ecosystem; Nitrate; Oceanography; Primary production; Nutrient cycle; Ecology; Geology; Biology","score_opus":0.0346629807654313,"score_gpt":0.29448497234276344,"score_spread":0.25982199157733216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399558609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970015,0.0005503963,0.00034211038,0.00076090044,0.00012162523,0.00015791137,0.000019159499,0.0000019629417,0.0010444099],"genre_scores_gemma":[0.99893224,0.00007262699,0.00033557464,0.000014488016,0.000117656615,9.580417e-7,1.5958427e-7,0.0000038638846,0.00052243134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983518,0.00012809329,0.00031487053,0.00014769164,0.00088257075,0.00017497373],"domain_scores_gemma":[0.999401,0.00015304882,0.00012659325,0.00015052369,0.00006999305,0.000098881115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029333027,0.00006483124,0.00018307715,0.00009651301,0.00007761515,0.000036598532,0.00031678393,0.000025331417,0.00027512317],"category_scores_gemma":[0.00014654608,0.000037318023,0.000068159905,0.0003144416,0.0002395584,0.0001964521,0.0003182733,0.00030057126,0.000016137938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002621196,0.00009388989,0.9150027,0.00019486852,0.000054574048,0.00013896025,0.0017150742,0.000030247338,0.062289458,0.000093067516,0.0069434037,0.013181637],"study_design_scores_gemma":[0.00047350203,0.0016369352,0.9237112,0.0011909943,0.000044648532,0.0005875913,0.00083121296,0.00054575223,0.032662798,0.0009009312,0.037243485,0.00017095421],"about_ca_topic_score_codex":0.00010463412,"about_ca_topic_score_gemma":0.0006435929,"teacher_disagreement_score":0.030300083,"about_ca_system_score_codex":0.00012605613,"about_ca_system_score_gemma":0.0000392721,"threshold_uncertainty_score":0.30124056},"labels":[],"label_agreement":null},{"id":"W4399721817","doi":"10.1111/1758-2229.13297","title":"Bacterial community and cyanotoxin gene distribution of the Winam Gulf, Lake Victoria, Kenya","year":2024,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; National Science Foundation","keywords":"Cylindrospermopsin; Cyanotoxin; Cylindrospermopsis raciborskii; Microcystin; Bay; Microcystis; Biology; Cyanobacteria; Bacterioplankton; Algal bloom; Phytoplankton; Eutrophication; Ecology; Nutrient; Geography; Bacteria; Genetics","score_opus":0.004688427714497188,"score_gpt":0.17049849135656756,"score_spread":0.16581006364207038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399721817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980775,0.00008191749,0.000038316968,0.00006984566,0.0008342491,0.0002324736,0.00045623232,0.000017457243,0.00019200203],"genre_scores_gemma":[0.99914366,0.000018590903,0.000043377782,0.000027443944,0.00004219535,0.000003848798,0.00038530325,0.0000059764075,0.0003296329],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990645,0.00017870832,0.0002770631,0.00024784118,0.000066947105,0.0001649626],"domain_scores_gemma":[0.99946535,0.000038045167,0.00012845488,0.0003261485,8.317505e-7,0.000041162402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003790916,0.00013100519,0.00015876094,0.000008083756,0.00023795741,0.000013338146,0.00012957872,0.00012431748,0.0012919703],"category_scores_gemma":[0.000012263037,0.0000927885,0.00007296032,0.000053903226,0.0005818843,0.000078492914,0.00062570604,0.00018869151,0.000073759125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000678414,0.00005864669,0.2597967,0.000008754434,0.000018937328,0.0000218346,0.00022155979,0.0000038144165,0.7382807,0.0000022474476,0.0013537699,0.00022620102],"study_design_scores_gemma":[0.00017699093,0.00011439758,0.7484313,0.000030507996,0.000059436174,0.0011884024,0.00009831515,0.000013690098,0.1187389,0.00012215371,0.13080782,0.00021809034],"about_ca_topic_score_codex":0.00024935143,"about_ca_topic_score_gemma":0.0003007488,"teacher_disagreement_score":0.6195418,"about_ca_system_score_codex":0.00014454988,"about_ca_system_score_gemma":0.0000059972135,"threshold_uncertainty_score":0.999621},"labels":[],"label_agreement":null},{"id":"W4401366665","doi":"10.1016/j.jglr.2024.102410","title":"Unbundling sustainable community-based cage aquaculture in an afrotropical lake for blue growth","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Aquaculture; Fishery; Food security; Business; Environmental science; Environmental resource management; Ecology; Fish <Actinopterygii>; Biology","score_opus":0.06842316744194414,"score_gpt":0.3384971179306038,"score_spread":0.2700739504886596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401366665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718344,0.00011106687,0.0007265483,0.00094755954,0.00005515645,0.0002783302,0.00002529904,0.0000093873405,0.00066321524],"genre_scores_gemma":[0.9979462,0.000016274682,0.00068992516,0.000043945867,0.00009818623,0.0000055660144,0.000009583133,0.000008925244,0.0011814055],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795926,0.00057057483,0.00027280595,0.00013696107,0.00062803517,0.0004323774],"domain_scores_gemma":[0.9990797,0.00041317748,0.0000482601,0.00015855834,0.00012918665,0.0001710849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035233826,0.00009497828,0.00019611281,0.00019117774,0.0004119517,0.00018973756,0.00046888585,0.00010636034,0.00039796316],"category_scores_gemma":[0.00022130179,0.000066918205,0.000099816934,0.0004973481,0.00017599687,0.0004328217,0.00014474388,0.0009889909,0.00003869022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011475508,0.0013225379,0.91161394,0.0019966091,0.000114574825,0.0032910062,0.012714781,0.0025557291,0.009684049,0.0028240755,0.04859498,0.004140143],"study_design_scores_gemma":[0.0074372473,0.011890742,0.15918805,0.0021844034,0.00015732973,0.00035035622,0.046737775,0.06425244,0.0074803755,0.013739359,0.685243,0.001338934],"about_ca_topic_score_codex":0.00097359304,"about_ca_topic_score_gemma":0.010748814,"teacher_disagreement_score":0.7524259,"about_ca_system_score_codex":0.0004325312,"about_ca_system_score_gemma":0.000093820265,"threshold_uncertainty_score":0.59980905},"labels":[],"label_agreement":null},{"id":"W4401804179","doi":"10.1007/s00128-024-03938-2","title":"Spatio-temporal Trends of Mercury and Stable Isotopes in Lower Food Web of Winam Gulf, Lake Victoria","year":2024,"lang":"en","type":"article","venue":"Bulletin of Environmental Contamination and Toxicology","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; University of Windsor","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada; University of Windsor; National Science Foundation","keywords":"Mercury (programming language); Trophic level; δ15N; Food web; δ13C; Environmental chemistry; Isotopes of nitrogen; Stable isotope ratio; Isotope; Eutrophication; Environmental science; Ecotoxicology; Ecology; Chemistry; Nitrogen; Biology; Nutrient","score_opus":0.0066901578058607995,"score_gpt":0.1938339622972485,"score_spread":0.1871438044913877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401804179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960576,0.00026040254,0.0000168301,0.00030911723,0.00009557677,0.00013204037,0.00016793616,0.000004619829,0.0029558237],"genre_scores_gemma":[0.99888307,0.00010726972,0.00015487996,0.00002716367,0.00000766245,0.0000044902736,0.00002147767,0.000004638832,0.00078936096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992073,0.00006359591,0.00028190194,0.00020307196,0.00013910355,0.000105010724],"domain_scores_gemma":[0.9997045,0.000070295595,0.00011214151,0.000075370874,0.0000017880707,0.00003592503],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024724772,0.00009436421,0.00021516238,0.00007867383,0.000023764864,0.00000448181,0.000060910217,0.00009115539,0.0076261535],"category_scores_gemma":[0.000009238809,0.00008828626,0.000031230895,0.00006270107,0.00028492647,0.000046572342,0.00013094762,0.00005815874,0.000015755519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012630541,0.0005336147,0.9520916,0.00014660259,0.000047701644,0.000012688265,0.0010250483,0.000014722091,0.026592828,0.00091167906,0.0020465425,0.016450668],"study_design_scores_gemma":[0.00085439725,0.0011186659,0.81816,0.00003849271,0.00002867034,0.0000066786606,0.00035011704,0.0003957176,0.0029267345,0.00005530774,0.17593361,0.00013160903],"about_ca_topic_score_codex":0.00014685073,"about_ca_topic_score_gemma":0.0020521795,"teacher_disagreement_score":0.17388707,"about_ca_system_score_codex":0.00005031261,"about_ca_system_score_gemma":0.0000054598886,"threshold_uncertainty_score":0.993281},"labels":[],"label_agreement":null},{"id":"W4401977862","doi":"10.3389/frwa.2024.1432280","title":"Advancing non-optical water quality monitoring in Lake Tana, Ethiopia: insights from machine learning and remote sensing techniques","year":2024,"lang":"en","type":"article","venue":"Frontiers in Water","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Consortium of International Agricultural Research Centers; Styrelsen för Internationellt Utvecklingssamarbete; United States Agency for International Development","keywords":"Remote sensing; Water quality; Environmental science; Computer science; Artificial intelligence; Geography; Ecology","score_opus":0.007351064612827416,"score_gpt":0.22861653479838978,"score_spread":0.22126547018556236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401977862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598117,0.00015644942,0.012224261,0.00029618086,0.0004960982,0.00014100685,0.0000035183996,0.00006144407,0.0006398589],"genre_scores_gemma":[0.9401326,0.00005552919,0.05945294,0.000021341702,0.000067118126,5.3533887e-7,0.00001389802,0.000011391651,0.0002446195],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987066,0.00010947204,0.0002687269,0.00039827102,0.00019048265,0.00032646066],"domain_scores_gemma":[0.9997713,0.00003251413,0.000017345663,0.00011144446,0.000003394324,0.00006399097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005232344,0.0001491619,0.0002372872,0.00008464873,0.000095458236,0.00006215038,0.00007973111,0.00014258306,0.000068663234],"category_scores_gemma":[0.00001757789,0.00009588114,0.000032822838,0.00007687635,0.0000792464,0.0002481197,0.00027529825,0.0004389625,0.000057299025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005154864,0.000020480013,0.78653866,0.00010119419,0.000027025133,0.00052629836,0.011202616,0.00009819645,0.1286963,0.0000019805477,0.00030838174,0.07242733],"study_design_scores_gemma":[0.0010696343,0.00015540504,0.09048571,0.0014028678,0.00006231883,0.000026634736,0.003406215,0.14213076,0.68309945,0.0069170804,0.069786094,0.0014578089],"about_ca_topic_score_codex":0.003823728,"about_ca_topic_score_gemma":0.003189698,"teacher_disagreement_score":0.69605297,"about_ca_system_score_codex":0.00022492271,"about_ca_system_score_gemma":0.000002693115,"threshold_uncertainty_score":0.57803583},"labels":[],"label_agreement":null},{"id":"W4402653582","doi":"10.1016/j.envc.2024.101014","title":"Mobilizing Evidence-based Knowledge for Sustainable Wetlands Co-management and Co-governance amidst increasing Anthropogenic and Environmental Stressors: Key Lessons from Mityana District, Uganda","year":2024,"lang":"en","type":"article","venue":"Environmental Challenges","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"National Science and Technology Council","keywords":"Stressor; Corporate governance; Wetland; Environmental resource management; Environmental planning; Key (lock); Environmental governance; Business; Environmental science; Ecology; Psychology","score_opus":0.03181131448351221,"score_gpt":0.26091529731476,"score_spread":0.22910398283124778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402653582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95233554,0.044328935,0.00022531403,0.00045536523,0.0000721891,0.0007792823,0.00075447955,0.00007050408,0.0009783666],"genre_scores_gemma":[0.97665906,0.021978853,0.0003557984,0.000029913357,0.00008108148,0.00006342407,0.000160299,0.000034222063,0.0006373383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976838,0.00012487275,0.00029338768,0.0009874509,0.00039030393,0.00052016944],"domain_scores_gemma":[0.99891454,0.00044783522,0.000109966735,0.00031288,0.0000011125134,0.00021365074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045698768,0.00038389105,0.00032509924,0.000049048078,0.0005617199,0.00014314566,0.00023282212,0.00013337068,0.0006445268],"category_scores_gemma":[0.000016492813,0.00035990967,0.00010398442,0.00006114021,0.0006322544,0.0006234959,0.0004408423,0.00016741666,0.00009773816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008405229,0.0020733906,0.7850537,0.0028642507,0.00086633116,0.0006501759,0.00908351,0.00023044995,0.021572316,0.0013845682,0.005298292,0.17008252],"study_design_scores_gemma":[0.0024164903,0.00070615654,0.8835811,0.0008978699,0.0004357371,0.000030804204,0.026244728,0.010803773,0.0062921587,0.00043272445,0.06674682,0.001411641],"about_ca_topic_score_codex":0.0004213596,"about_ca_topic_score_gemma":0.00016698353,"teacher_disagreement_score":0.16867088,"about_ca_system_score_codex":0.00088189024,"about_ca_system_score_gemma":0.000008777628,"threshold_uncertainty_score":0.99988526},"labels":[],"label_agreement":null},{"id":"W4403075416","doi":"10.5194/egusphere-2024-3006","title":"Hydrothermal inputs drive dynamic shifts in microbial communities in Lake Magadi, Kenya Rift Valley","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Division of Behavioral and Cognitive Sciences; Division of Earth Sciences","keywords":"Rift valley; Rift; Hydrothermal circulation; Geology; Oceanography; Geochemistry; Fishery; Environmental science; Geography; Geomorphology; Biology; Paleontology","score_opus":0.010726779450362111,"score_gpt":0.21348903506482195,"score_spread":0.20276225561445985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403075416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564898,0.000060339946,0.000041324824,0.0005387167,0.00041240815,0.0005928487,0.00025152057,0.000066440974,0.041546572],"genre_scores_gemma":[0.9965579,0.00005804368,0.0005287865,0.00028334578,0.0000229283,0.000020410373,0.00012750347,0.000020123642,0.0023809532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822515,0.00021062171,0.00043738825,0.00046339643,0.00025973373,0.00040372534],"domain_scores_gemma":[0.9992656,0.000057990317,0.00010217552,0.00049425947,0.0000039982215,0.00007596298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053107546,0.0003337216,0.0004138866,0.00015918862,0.000066813365,0.00009028574,0.0007493958,0.0003842947,0.0068129427],"category_scores_gemma":[0.0000068935487,0.00030626348,0.00012486869,0.0001699268,0.00022259635,0.00008102549,0.004491688,0.0011161031,0.0023818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000951885,0.0007012408,0.9443823,0.0008190594,0.00012165099,0.0005667864,0.025108704,0.011913008,0.0014676335,0.0003405514,0.010871181,0.0036126983],"study_design_scores_gemma":[0.002308782,0.00017757178,0.8558129,0.0023585418,0.00009696504,0.00002489528,0.003973209,0.1000604,0.000241292,0.009242389,0.022864157,0.002838859],"about_ca_topic_score_codex":0.02903374,"about_ca_topic_score_gemma":0.692881,"teacher_disagreement_score":0.66384727,"about_ca_system_score_codex":0.00053708226,"about_ca_system_score_gemma":0.000040489875,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W4404255868","doi":"10.1128/mra.00798-24","title":"Metagenomic sequencing of cyanobacterial-dominated Lake Victoria—an African Great Lake","year":2024,"lang":"en","type":"article","venue":"Microbiology Resource Announcements","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; Bowling Green State University; National Science Foundation","keywords":"Metagenomics; Cyanobacteria; Geography; Ecology; Geology; Biology; Paleontology; Bacteria; Genetics; Gene","score_opus":0.01394849223280211,"score_gpt":0.21174142908462681,"score_spread":0.1977929368518247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404255868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920767,0.00004141127,0.00005000209,0.00006712201,0.00040275976,0.00026440725,0.0026608133,0.00006591763,0.0043708635],"genre_scores_gemma":[0.99512553,0.000008361912,0.00020829133,0.000118380965,0.00008801647,0.0000075836056,0.0020820166,0.000015691012,0.00234615],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849516,0.00017444104,0.00035792132,0.00050255976,0.000099618126,0.00037032267],"domain_scores_gemma":[0.99943066,0.00003557296,0.00012832897,0.0003077377,0.000013734796,0.00008398144],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005156242,0.00021120367,0.00031375047,0.00006680744,0.00014305521,0.00003861202,0.00037296355,0.00014825539,0.0055131502],"category_scores_gemma":[0.000013684813,0.00017483075,0.00009151104,0.00024889008,0.0002510529,0.00015197591,0.00028613803,0.0001242884,0.0008608855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005299458,0.0000398869,0.020353822,0.000027900383,0.000102092505,0.000029417219,0.0012775742,0.000026379741,0.97376776,0.000008867807,0.0038022583,0.00051103876],"study_design_scores_gemma":[0.00037677516,0.0002253564,0.0009105327,0.00004075439,0.000080193124,0.00003683411,0.00041985916,0.00014991815,0.0051841564,0.000015696372,0.9923168,0.00024311777],"about_ca_topic_score_codex":0.0002984941,"about_ca_topic_score_gemma":0.0032606912,"teacher_disagreement_score":0.98851454,"about_ca_system_score_codex":0.00022917271,"about_ca_system_score_gemma":0.00002685483,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W4404883068","doi":"10.1016/j.jglr.2024.102485","title":"Biogeographic barriers are differentially permeable based on traits: Movement of hypoxia tolerant mormyrid fish in the Lake Victoria basin","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hypoxia (environmental); Fish <Actinopterygii>; Structural basin; Biology; Fishery; Movement (music); Ecology; Paleontology; Chemistry; Oxygen","score_opus":0.027209541687453067,"score_gpt":0.26303872376202403,"score_spread":0.23582918207457096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404883068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99451965,0.00006452338,0.000031642187,0.002423988,0.00018960761,0.00025289386,0.00014182024,0.000004843899,0.0023710376],"genre_scores_gemma":[0.9994434,0.000052313346,0.000042695145,0.0001931375,0.00008473994,0.0000043634072,0.0000029264036,0.000007428277,0.00016895874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688643,0.00042567434,0.00042058015,0.00020674683,0.0017079479,0.00035263415],"domain_scores_gemma":[0.99917614,0.00030042545,0.000116679505,0.00019925187,0.000058233014,0.0001492644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028625433,0.00013107073,0.00026561363,0.0003222462,0.00016562754,0.00011512172,0.0005768329,0.0000769541,0.0028213584],"category_scores_gemma":[0.00012305881,0.00007616826,0.0001938072,0.00080341136,0.00022280442,0.00016241861,0.00008229577,0.0005115178,0.0000274859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093218766,0.0008337933,0.89200795,0.0004428371,0.00020280197,0.0013905455,0.004392853,0.002352955,0.011933604,0.00018644179,0.07916281,0.0061612353],"study_design_scores_gemma":[0.0012753676,0.0013827274,0.9454032,0.0008337753,0.00004423343,0.000022224742,0.0023726546,0.012544404,0.0012203321,0.0003779916,0.034306094,0.00021699243],"about_ca_topic_score_codex":0.00027235848,"about_ca_topic_score_gemma":0.004368482,"teacher_disagreement_score":0.05339527,"about_ca_system_score_codex":0.0001672431,"about_ca_system_score_gemma":0.00007631549,"threshold_uncertainty_score":0.9980902},"labels":[],"label_agreement":null},{"id":"W4406398419","doi":"10.1016/0967-0653(93)94966-3","title":"10.1016/0967-0653(93)94966-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Daphnia magna; Maturity (psychological); Biology; Daphnia; Zoology; Chemistry; Psychology","score_opus":0.005196144555396786,"score_gpt":0.1411968835051349,"score_spread":0.1360007389497381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406398419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101874275,0.0000061358983,0.0000010731295,0.00015989704,0.0000013958419,0.00014046246,0.00001719166,0.000053501753,0.98943293],"genre_scores_gemma":[0.0016495684,8.6638494e-8,0.00013501731,0.000053928226,0.000039127073,0.0000032722776,0.000006869402,0.0000056405534,0.9981065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992304,0.000025694664,0.00010987606,0.00021651051,0.00020136201,0.00021618302],"domain_scores_gemma":[0.99960715,0.000015926416,0.000022591006,0.00020887701,0.0000029825237,0.00014246884],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013646905,0.000095865296,0.00010590971,0.000012963277,0.000115983334,0.000021753649,0.000224315,0.000046536523,0.99968696],"category_scores_gemma":[0.000008795709,0.00008400995,0.000042854568,0.00013161478,0.000042292024,0.00010335859,0.000101790814,0.00005395199,0.999698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019175679,0.000041006562,0.000020956837,0.000001998477,0.000005361185,0.0000059445897,0.000031394706,0.000072772986,0.00004265466,2.1172737e-7,0.5977643,0.4019942],"study_design_scores_gemma":[0.00011031103,0.00007151118,0.00057802344,0.000004661857,0.000007597816,0.0000038243907,0.0000020097932,0.0002627561,0.000049920887,0.000004229238,0.9987747,0.00013045548],"about_ca_topic_score_codex":0.00040768468,"about_ca_topic_score_gemma":0.000004407374,"teacher_disagreement_score":0.40186372,"about_ca_system_score_codex":0.00008074331,"about_ca_system_score_gemma":0.0000035472506,"threshold_uncertainty_score":0.34258264},"labels":[],"label_agreement":null},{"id":"W4406399334","doi":"10.1016/0967-0653(93)94468-e","title":"10.1016/0967-0653(93)94468-e","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mariculture; Mangrove ecosystem; Mangrove; Ecosystem; Fishery; Environmental science; Environmental protection; Environmental resource management; Aquaculture; Ecology; Biology; Fish <Actinopterygii>","score_opus":0.005187026728522782,"score_gpt":0.14098233748962488,"score_spread":0.1357953107611021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406399334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010554586,0.000006198025,0.0000011025506,0.00015425117,0.0000013913351,0.0001404823,0.000017538801,0.00005348287,0.98907095],"genre_scores_gemma":[0.0016182148,8.775999e-8,0.00013384085,0.000052959902,0.000038690316,0.0000032738124,0.0000069943558,0.000005642946,0.9981403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992308,0.0000256587,0.00010971559,0.00021642719,0.00020140896,0.00021596026],"domain_scores_gemma":[0.9996069,0.000016135853,0.000022582617,0.00020890955,0.0000029807288,0.00014249067],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013575691,0.00009583708,0.00010566428,0.000012947195,0.00011593239,0.000021736103,0.00022455942,0.000046515353,0.99968916],"category_scores_gemma":[0.000008901105,0.000083995146,0.00004281401,0.00013152912,0.000041670457,0.00010332605,0.00010252987,0.000053858235,0.9996954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018777215,0.000041552605,0.000021792888,0.0000019658116,0.0000055487376,0.000005937188,0.000031848846,0.0000771891,0.000043002918,1.9477307e-7,0.61818886,0.38156337],"study_design_scores_gemma":[0.000108931265,0.00007227491,0.00055316044,0.000004619492,0.000007782366,0.0000037830935,0.0000020054424,0.00026765803,0.00005269969,0.0000039618294,0.99879265,0.00013045779],"about_ca_topic_score_codex":0.0003876897,"about_ca_topic_score_gemma":0.0000042628353,"teacher_disagreement_score":0.3814329,"about_ca_system_score_codex":0.000079624915,"about_ca_system_score_gemma":0.0000035489786,"threshold_uncertainty_score":0.34252226},"labels":[],"label_agreement":null},{"id":"W4406439066","doi":"10.1016/0967-0653(94)91556-3","title":"10.1016/0967-0653(94)91556-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reef; Sediment; Coral reef; Coral; Oceanography; Geology; Environmental science; Geomorphology","score_opus":0.005813984833484706,"score_gpt":0.1459502529953541,"score_spread":0.14013626816186942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406439066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010119038,0.000006342407,0.0000010517351,0.00015164405,0.0000016140089,0.00013937618,0.000017817782,0.000053445285,0.98950964],"genre_scores_gemma":[0.0014705778,8.180461e-8,0.00013207202,0.000052581494,0.000047376987,0.0000032672588,0.0000070317565,0.000005561359,0.9982815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992297,0.000025824567,0.00010953545,0.0002160617,0.00020354372,0.00021533486],"domain_scores_gemma":[0.99960774,0.000016160328,0.000022478496,0.00020857308,0.0000030215112,0.00014200174],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013812722,0.00009535782,0.000105537176,0.000012914511,0.0001158824,0.00002179157,0.00022422087,0.00004697748,0.99969065],"category_scores_gemma":[0.000009071308,0.00008381387,0.000042669315,0.00013174032,0.000042249365,0.00010325666,0.00010238255,0.00005438572,0.9997146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018087889,0.000038537757,0.000018333838,0.0000018582078,0.0000050301146,0.0000055671494,0.000028234914,0.00007475353,0.00004583514,1.7132155e-7,0.65205264,0.34771094],"study_design_scores_gemma":[0.00010955617,0.000071306335,0.00054044614,0.0000045955844,0.000007540506,0.0000036704755,0.0000018721532,0.0002648029,0.00004784363,0.00000388912,0.99881434,0.00013014895],"about_ca_topic_score_codex":0.00037700316,"about_ca_topic_score_gemma":0.000003501351,"teacher_disagreement_score":0.3475808,"about_ca_system_score_codex":0.000079558275,"about_ca_system_score_gemma":0.0000035301946,"threshold_uncertainty_score":0.34178305},"labels":[],"label_agreement":null},{"id":"W4406439212","doi":"10.1016/0967-0653(93)96015-6","title":"10.1016/0967-0653(93)96015-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Zooplankton; Dispersion (optics); Environmental science; Geology; Oceanography; Physics; Optics","score_opus":0.0053154260922913315,"score_gpt":0.1422188503618161,"score_spread":0.1369034242695248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406439212","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00993623,0.0000065209247,0.0000010971601,0.00015304121,0.0000013870033,0.00014035881,0.000017283563,0.000053434567,0.98969066],"genre_scores_gemma":[0.0015527649,8.824141e-8,0.00013487902,0.00005288444,0.000038535774,0.0000032614084,0.000006931893,0.0000056239073,0.998205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923104,0.000025863703,0.00010953506,0.00021556324,0.00020286703,0.00021513086],"domain_scores_gemma":[0.99960685,0.000015845671,0.000022487413,0.0002080094,0.000003046073,0.00014378123],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013687169,0.00009557639,0.00010564552,0.000012937963,0.000113852824,0.000021648299,0.00022367187,0.00004541591,0.9996886],"category_scores_gemma":[0.000008898429,0.00008377924,0.000042410826,0.00013195943,0.000041501626,0.00010318147,0.00010241781,0.000053954012,0.99968916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018547591,0.000040580795,0.000020267118,0.0000019705592,0.000005198795,0.000006022944,0.00003147636,0.00007950864,0.000039811504,1.8620686e-7,0.6143031,0.3854533],"study_design_scores_gemma":[0.000110938614,0.00007287215,0.0005122758,0.0000048862703,0.000007487048,0.00000391638,0.0000020931748,0.00027053777,0.000049419803,0.000004129138,0.99883133,0.00013012171],"about_ca_topic_score_codex":0.0003807502,"about_ca_topic_score_gemma":0.0000043107693,"teacher_disagreement_score":0.3853232,"about_ca_system_score_codex":0.00008045636,"about_ca_system_score_gemma":0.0000036099716,"threshold_uncertainty_score":0.3416418},"labels":[],"label_agreement":null},{"id":"W4406452988","doi":"10.1016/s0967-0653(98)81683-9","title":"10.1016/s0967-0653(98)81683-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Petroleum; Environmental science; Environmental chemistry; Fishery; Environmental protection; Geology; Chemistry; Biology","score_opus":0.0059638193130057224,"score_gpt":0.14928948364394987,"score_spread":0.14332566433094415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406452988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005276634,0.0000057991765,9.481534e-7,0.00016246112,0.0000012446944,0.0001377416,0.000014739504,0.000052319698,0.9943481],"genre_scores_gemma":[0.0007273982,9.9553674e-8,0.00014096868,0.00004771715,0.0000404104,0.0000032142489,0.000005548583,0.0000055958767,0.99902904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992451,0.000025328061,0.000107924316,0.00021202693,0.00019834627,0.00021127456],"domain_scores_gemma":[0.9996151,0.000015405922,0.000022292323,0.00020503918,0.0000029795856,0.00013919878],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001352347,0.00009448388,0.00010820087,0.000012883659,0.000110503934,0.000021403808,0.00022029603,0.000046180907,0.9998817],"category_scores_gemma":[0.000008691237,0.00008274361,0.00004233551,0.00012873793,0.000041284522,0.00010035885,0.000101574544,0.000053734435,0.9999168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017147788,0.000033050495,0.000005521283,0.0000016818215,0.00000464021,0.0000047519397,0.000025506924,0.000059011807,0.000019144452,1.3931339e-7,0.72159773,0.2782317],"study_design_scores_gemma":[0.00011447988,0.00006877559,0.00028841957,0.0000047445633,0.000007771792,0.0000032521548,0.0000019217287,0.00024289152,0.000049821138,0.000003967625,0.9990857,0.00012825764],"about_ca_topic_score_codex":0.00042826647,"about_ca_topic_score_gemma":0.0000047787003,"teacher_disagreement_score":0.27810344,"about_ca_system_score_codex":0.00007883625,"about_ca_system_score_gemma":0.0000035377477,"threshold_uncertainty_score":0.33741865},"labels":[],"label_agreement":null},{"id":"W4406464835","doi":"10.1016/0967-0653(94)92547-x","title":"10.1016/0967-0653(94)92547-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Daphnia galeata; Biology; Daphnia; Zoology; Ecology; Cladocera; Branchiopoda; Zooplankton","score_opus":0.005818484399476053,"score_gpt":0.14599967234353847,"score_spread":0.14018118794406242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406464835","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009949428,0.000006809198,0.0000010359719,0.00015844237,0.0000013339479,0.00013674353,0.00001658931,0.000053573192,0.98967606],"genre_scores_gemma":[0.0017592703,8.822153e-8,0.00013086996,0.00005522448,0.000039094954,0.000003069684,0.000006666204,0.0000056379286,0.9980001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992342,0.000024446752,0.0001092898,0.00021603062,0.00020088837,0.00021514723],"domain_scores_gemma":[0.9996134,0.00001557856,0.000022526292,0.0002035615,0.000003060142,0.00014186009],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013568527,0.00009531922,0.00010537483,0.0000128604115,0.00011554551,0.000021674356,0.00022346526,0.000046321402,0.9996744],"category_scores_gemma":[0.00000902836,0.000083787054,0.000042254855,0.00013310846,0.000042075077,0.000103431616,0.00010054251,0.00005362826,0.9996792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018740706,0.00004034291,0.000021219648,0.0000020539092,0.0000052047485,0.0000058459727,0.000030341742,0.0000769902,0.000037792757,1.9191428e-7,0.6286286,0.37113267],"study_design_scores_gemma":[0.00010964167,0.00007088253,0.00057588704,0.0000046561872,0.0000075718544,0.000003867674,0.0000019210925,0.00027566162,0.000050263436,0.000004305251,0.9987653,0.00013003816],"about_ca_topic_score_codex":0.0003497717,"about_ca_topic_score_gemma":0.000003931959,"teacher_disagreement_score":0.37100264,"about_ca_system_score_codex":0.000078541954,"about_ca_system_score_gemma":0.0000035834764,"threshold_uncertainty_score":0.3416737},"labels":[],"label_agreement":null},{"id":"W4406476842","doi":"10.1016/s0967-0653(98)82176-5","title":"10.1016/s0967-0653(98)82176-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Larva; Fish <Actinopterygii>; Fishery; Ichthyoplankton; Biology; Ecology","score_opus":0.005963305172322956,"score_gpt":0.14932912031582288,"score_spread":0.14336581514349991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406476842","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047582,0.0000058677715,9.560487e-7,0.00016871117,0.0000012930295,0.00013554974,0.000015329964,0.000051351308,0.99486274],"genre_scores_gemma":[0.00071826606,9.711906e-8,0.00013185442,0.000047263988,0.000044262586,0.0000031348957,0.0000054183547,0.0000055593455,0.9990441],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925333,0.000025239076,0.00010776593,0.00021044607,0.00019440138,0.00020880192],"domain_scores_gemma":[0.99962187,0.000015009849,0.000022307238,0.00020342197,0.0000028674528,0.0001345049],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013222534,0.00009376721,0.00010770389,0.000012853821,0.00010737833,0.000021246078,0.00022178332,0.00004558325,0.9998851],"category_scores_gemma":[0.000008269859,0.00008221538,0.00004288789,0.00012371967,0.000040673916,0.00009961746,0.00010390528,0.00005321539,0.9999165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017574024,0.00003272958,0.0000051508505,0.0000016198766,0.0000046962527,0.0000045684865,0.000024902278,0.00005442623,0.000017990462,1.3373081e-7,0.721125,0.2787112],"study_design_scores_gemma":[0.00011615107,0.000070986134,0.0002344813,0.0000048698303,0.000007801891,0.0000032157425,0.0000019621264,0.00024160488,0.00004933139,0.0000036855572,0.99913996,0.00012595156],"about_ca_topic_score_codex":0.00041286816,"about_ca_topic_score_gemma":0.000005164826,"teacher_disagreement_score":0.27858523,"about_ca_system_score_codex":0.000079081634,"about_ca_system_score_gemma":0.000003295497,"threshold_uncertainty_score":0.33526462},"labels":[],"label_agreement":null},{"id":"W4406477428","doi":"10.1016/s0967-0653(97)88540-7","title":"10.1016/s0967-0653(97)88540-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bay; Nutrient; Environmental science; Oceanography; Hydrology (agriculture); Geology; Ecology; Biology","score_opus":0.006882053317477642,"score_gpt":0.1489209751770373,"score_spread":0.14203892185955966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406477428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00314985,0.0000071417585,0.0000011375375,0.00015680828,0.0000012554082,0.00014173571,0.00001560213,0.000053212574,0.99647325],"genre_scores_gemma":[0.00044430813,1.022671e-7,0.00014547021,0.000048628444,0.000039748815,0.0000033827398,0.000005842298,0.000005697016,0.9993068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992262,0.000026302027,0.000111096015,0.00021730723,0.00020254814,0.00021656175],"domain_scores_gemma":[0.9996062,0.000016496217,0.000023024262,0.00020905022,0.0000030841354,0.00014213729],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013767836,0.00009729306,0.00010678917,0.000013083169,0.00011640155,0.000022303117,0.00022515026,0.000047173697,0.9998387],"category_scores_gemma":[0.000009009466,0.00008514734,0.000043517575,0.00013110346,0.000042597505,0.00010367628,0.00010428588,0.00005518975,0.99995685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019447436,0.000035976587,0.000008021141,0.0000017780621,0.000004933593,0.000005152533,0.000026576212,0.00006541414,0.0000139619915,1.445062e-7,0.22323592,0.77658266],"study_design_scores_gemma":[0.000118824144,0.00007146199,0.00014012733,0.0000047284516,0.000008111623,0.0000035011026,0.0000021022117,0.00025620734,0.00005209375,0.000003924223,0.99920714,0.00013177066],"about_ca_topic_score_codex":0.0003639353,"about_ca_topic_score_gemma":0.0000039993506,"teacher_disagreement_score":0.77645093,"about_ca_system_score_codex":0.00007866996,"about_ca_system_score_gemma":0.000003469764,"threshold_uncertainty_score":0.34722075},"labels":[],"label_agreement":null},{"id":"W4406514621","doi":"10.1016/s0967-0653(97)88161-6","title":"10.1016/s0967-0653(97)88161-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overfishing; Lead (geology); Fishery; Environmental science; Oceanography; Geography; Biology; Geology; Fishing","score_opus":0.006879971586203983,"score_gpt":0.14893458728564318,"score_spread":0.1420546156994392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406514621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027024476,0.000007188378,0.0000012618386,0.00016397245,0.0000012623752,0.00014472101,0.0000149042835,0.000053188207,0.99691105],"genre_scores_gemma":[0.0003634939,1.0796569e-7,0.0001380551,0.00005649558,0.000041026033,0.0000034709299,0.0000058085425,0.00000569691,0.99938583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922854,0.000026027381,0.00011060411,0.0002171818,0.00020169176,0.00021593511],"domain_scores_gemma":[0.9996063,0.000016298227,0.000022923077,0.00020863712,0.0000030736924,0.00014274706],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013582029,0.000097182485,0.00010660704,0.000013042941,0.00011770988,0.00002276741,0.00022463057,0.000047078876,0.9998459],"category_scores_gemma":[0.000009181961,0.00008510874,0.000043508455,0.00013081961,0.0000432152,0.000105179635,0.000102402606,0.00005684394,0.9999597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018626177,0.000037888818,0.00000804888,0.0000017991625,0.000004458721,0.0000051414427,0.000022258233,0.000062948646,0.000012513376,1.2054394e-7,0.29304278,0.7067834],"study_design_scores_gemma":[0.00012155913,0.00006746779,0.00016435402,0.0000047696103,0.0000075946796,0.0000035476326,0.0000019010462,0.0002477012,0.000050713938,0.0000035051119,0.9991952,0.00013167318],"about_ca_topic_score_codex":0.00031802294,"about_ca_topic_score_gemma":0.0000036602016,"teacher_disagreement_score":0.70665175,"about_ca_system_score_codex":0.000079856225,"about_ca_system_score_gemma":0.0000035347528,"threshold_uncertainty_score":0.34706336},"labels":[],"label_agreement":null},{"id":"W4406517759","doi":"10.1016/s0967-0653(95)97829-1","title":"10.1016/s0967-0653(95)97829-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Orientation (vector space); Kenya; Biology; Ecology; Geometry; Mathematics","score_opus":0.006030316130805455,"score_gpt":0.149628768069885,"score_spread":0.14359845193907955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005244707,0.00000966766,9.2436295e-7,0.00015595819,0.0000012443323,0.0001425967,0.000017409951,0.000054417793,0.9943731],"genre_scores_gemma":[0.00060813624,1.7020876e-7,0.00013752213,0.00004863182,0.000040067964,0.0000033718068,0.0000058339983,0.000005721178,0.9991506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992235,0.000026228692,0.00011124432,0.00021822055,0.00020326972,0.00021755838],"domain_scores_gemma":[0.9996035,0.000015951833,0.00002303579,0.0002106967,0.0000030841236,0.00014372397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013809351,0.00009757416,0.000107270615,0.000010353536,0.00011649356,0.000021971693,0.00022665977,0.00004719828,0.99982375],"category_scores_gemma":[0.000008916173,0.00008541686,0.000043582466,0.00013225063,0.00004270909,0.00010389862,0.00010509314,0.00005516891,0.9999025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017297985,0.000034056968,0.000007121262,0.00000167497,0.0000044277053,0.0000048669312,0.000023743014,0.00006364737,0.000021774349,1.3146736e-7,0.59856325,0.40125802],"study_design_scores_gemma":[0.000119913144,0.00007306841,0.00020000088,0.000004824799,0.00000769581,0.000003838652,0.0000019832432,0.00031073525,0.000047590598,0.0000038461862,0.9990941,0.00013236658],"about_ca_topic_score_codex":0.00037948386,"about_ca_topic_score_gemma":0.000004050409,"teacher_disagreement_score":0.40112567,"about_ca_system_score_codex":0.00007859923,"about_ca_system_score_gemma":0.0000035748176,"threshold_uncertainty_score":0.34831986},"labels":[],"label_agreement":null},{"id":"W4406533343","doi":"10.1016/0967-0653(94)93511-4","title":"10.1016/0967-0653(94)93511-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climatology; Oceanography; Indian ocean; Environmental science; Meteorology; Geography; Geology","score_opus":0.005806234817635395,"score_gpt":0.14608070969516654,"score_spread":0.14027447487753114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533343","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010078897,0.000006847127,0.0000010969418,0.00015859646,0.0000013970276,0.00014028556,0.000017197186,0.000053513657,0.9895422],"genre_scores_gemma":[0.0016140393,8.669479e-8,0.0001337984,0.000053348867,0.00003958643,0.00000327045,0.000006712512,0.0000056391923,0.9981435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992296,0.000026224989,0.0001098998,0.00021656991,0.00020156446,0.00021610355],"domain_scores_gemma":[0.99960685,0.000016094193,0.000022609513,0.00020916287,0.000002901754,0.00014239844],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013745826,0.00009557024,0.000105923355,0.000012758284,0.00011570542,0.000021710433,0.0002247784,0.000046581914,0.9996833],"category_scores_gemma":[0.000008880186,0.0000839932,0.000042370735,0.00013203513,0.00004229886,0.000101191516,0.00010264915,0.000054022672,0.9996893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018594132,0.000039573275,0.000019582074,0.0000019392735,0.000005188556,0.0000058622154,0.000029738827,0.00007934876,0.000042168707,1.817047e-7,0.6154677,0.38429007],"study_design_scores_gemma":[0.0001103665,0.00007309769,0.00055171305,0.000004703918,0.000007624876,0.000003856045,0.000001878766,0.0002649109,0.00005144984,0.0000040703226,0.99879587,0.00013043448],"about_ca_topic_score_codex":0.00037687866,"about_ca_topic_score_gemma":0.000004338122,"teacher_disagreement_score":0.38415965,"about_ca_system_score_codex":0.00007815714,"about_ca_system_score_gemma":0.0000035208243,"threshold_uncertainty_score":0.34251434},"labels":[],"label_agreement":null},{"id":"W4406534987","doi":"10.1016/0967-0653(93)94397-h","title":"10.1016/0967-0653(93)94397-h","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mangrove; Mangrove ecosystem; Ecology; Geography; Ecosystem; Environmental protection; Environmental science; Biology","score_opus":0.005204416350199829,"score_gpt":0.14148158127495508,"score_spread":0.13627716492475525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406534987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010295746,0.000006120977,0.0000010681281,0.00016853723,0.0000014173689,0.00014057744,0.000017223201,0.00005352225,0.9893158],"genre_scores_gemma":[0.0016842181,8.740545e-8,0.00013530454,0.000052897132,0.00003905256,0.0000032734417,0.0000068713566,0.0000056407334,0.9980727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992299,0.000026557953,0.00010981228,0.0002163909,0.00020129813,0.00021604018],"domain_scores_gemma":[0.99960667,0.000016470603,0.000022590404,0.00020884612,0.000002978771,0.0001424647],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013891386,0.00009585847,0.00010587571,0.00001296997,0.00011609886,0.000024109338,0.00022421377,0.000046538924,0.9996908],"category_scores_gemma":[0.000009055184,0.0000840028,0.00004234676,0.00013176021,0.000042364747,0.00011433119,0.0001023325,0.000053954653,0.99969566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018459015,0.000040062656,0.000021958767,0.0000019479733,0.000005198253,0.0000057497036,0.000030248024,0.000077607445,0.000041379524,1.8441013e-7,0.6217885,0.3779687],"study_design_scores_gemma":[0.0001103633,0.00007315417,0.0005856633,0.0000046843857,0.000007612575,0.000003820933,0.0000019145211,0.000274022,0.000051259653,0.000004061874,0.998753,0.00013044322],"about_ca_topic_score_codex":0.00042246102,"about_ca_topic_score_gemma":0.0000046376663,"teacher_disagreement_score":0.37783825,"about_ca_system_score_codex":0.00007970018,"about_ca_system_score_gemma":0.0000035416765,"threshold_uncertainty_score":0.34255347},"labels":[],"label_agreement":null},{"id":"W4407114943","doi":"10.58578/ajstea.v3i2.4896","title":"Impact Assessment of Invasive Alien Plant Species on Chimdi (Barju) Lake of Eastern Nepal","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Science Technology Engineering and Art","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Journal of Student Science and Technology","funders":"","keywords":"Alien; Geography; Invasive species; Alien species; Ecology; Biology; Political science","score_opus":0.005340859396347379,"score_gpt":0.21368793539021438,"score_spread":0.208347075993867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407114943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588126,0.000011805042,0.00076871243,0.00039678274,0.000100210724,0.000044620436,0.00000861759,0.000007318029,0.00278068],"genre_scores_gemma":[0.9983441,0.000013902473,0.0015585417,0.0000072961834,0.0000059150843,2.5994473e-7,2.2081538e-7,0.0000013341975,0.000068400645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993087,0.000005482098,0.00022047377,0.00010503879,0.00021540366,0.00014488102],"domain_scores_gemma":[0.99963623,0.000020586323,0.00016776833,0.0001077599,0.00001843085,0.000049209655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518515,0.00007526292,0.00019039388,0.00036015201,0.0000600813,0.000008715313,0.00030042863,0.000043908552,0.000041850115],"category_scores_gemma":[0.00006444276,0.000054595435,0.00004017765,0.0005164626,0.0006182343,0.00012084906,0.00012550759,0.00013062492,0.000002621337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009925546,0.000071455404,0.91612035,0.000024478139,0.000034450542,0.00001929409,0.000258158,0.0025454464,0.077253446,0.0013560267,0.00031705864,0.0019898803],"study_design_scores_gemma":[0.0005149099,0.0010603796,0.9601026,0.00044962994,0.000029125744,0.00011824566,0.001546323,0.0043972456,0.030243268,0.00020240826,0.001187837,0.00014800802],"about_ca_topic_score_codex":0.0000040345913,"about_ca_topic_score_gemma":0.000014219899,"teacher_disagreement_score":0.047010183,"about_ca_system_score_codex":0.00005216079,"about_ca_system_score_gemma":0.000046906225,"threshold_uncertainty_score":0.227791},"labels":[],"label_agreement":null},{"id":"W4407583221","doi":"10.1016/j.jglr.2025.102535","title":"Genetic characterization and interspecies gene flow among the Oreochromis species in the Lake Victoria and Kyoga basins, Uganda: Implications for conservation","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Österreichische Agentur für Internationale Mobilität und Kooperation in Bildung, Wissenschaft und Forschung","keywords":"Gene flow; Oreochromis; Geography; Ecology; Biology; Fishery; Environmental science; Gene; Fish <Actinopterygii>; Genetic variation; Genetics","score_opus":0.03785923496404944,"score_gpt":0.2833069814021541,"score_spread":0.24544774643810466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407583221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989698,0.000070472066,0.001617551,0.007893034,0.000047795784,0.00030380802,0.00004904457,0.0000013958756,0.00031888488],"genre_scores_gemma":[0.9985732,0.00038349902,0.00028175346,0.000077721634,0.00006987805,0.00001016162,0.0000056894364,0.0000021692472,0.00059592584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924845,0.0001545471,0.00018932924,0.000095364296,0.00019317966,0.00011914027],"domain_scores_gemma":[0.9993704,0.00034119122,0.00008026317,0.00010623368,0.00007540809,0.000026507172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011280185,0.00005289703,0.00009489798,0.00006954528,0.00036225817,0.000113622904,0.00019024574,0.00003782495,0.000088385896],"category_scores_gemma":[0.00017815971,0.000028984417,0.000024318806,0.00024375855,0.00030899863,0.00013655094,0.00009013746,0.00013617708,0.0000012601614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038026963,0.000019461528,0.98404986,0.000014739979,0.000012974782,0.0000016222422,0.0011343525,0.0000043692057,0.008519444,0.00016779335,0.0032741195,0.0027632208],"study_design_scores_gemma":[0.0002577904,0.00006348749,0.9704849,0.000028029428,0.000009885141,0.000012065929,0.00061293563,0.0005602479,0.00014986994,0.00026278038,0.027529256,0.00002873112],"about_ca_topic_score_codex":0.000053656135,"about_ca_topic_score_gemma":0.004022957,"teacher_disagreement_score":0.024255136,"about_ca_system_score_codex":0.00007526148,"about_ca_system_score_gemma":0.000020803129,"threshold_uncertainty_score":0.27862337},"labels":[],"label_agreement":null},{"id":"W4408043587","doi":"10.1016/j.jglr.2025.102547","title":"Effect of tilapia cage culture on algae and cyanobacteria communities in the bays of Bukavu basin, Lake Kivu, DR Congo","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seafood Innovations","keywords":"Cage; Cyanobacteria; Algae; Structural basin; Fishery; Oceanography; Environmental science; Ecology; Geology; Biology; Geomorphology; Engineering; Bacteria","score_opus":0.02733511457990105,"score_gpt":0.3085447303826052,"score_spread":0.28120961580270415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408043587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016964,0.000094520736,0.000003095138,0.00035333773,0.000039670525,0.00018603056,0.00003346484,0.0000010849468,0.009119125],"genre_scores_gemma":[0.9992145,0.00015502425,0.000020678346,0.000041055308,0.000014017211,0.0000013256023,0.0000019797908,0.0000022361637,0.00054919365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786156,0.0010881949,0.00025637398,0.00007217947,0.0005512552,0.00017041985],"domain_scores_gemma":[0.9987769,0.00079164136,0.00013156666,0.00020368118,0.00005391576,0.000042267424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038866182,0.00008408127,0.00028147627,0.00011760926,0.00013298086,0.000031141335,0.0004357504,0.00007085151,0.00039249103],"category_scores_gemma":[0.0001578984,0.00004526257,0.00006511024,0.0002767001,0.00044554213,0.00010515965,0.00018491362,0.00040218007,0.000007315666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060819986,0.00012657528,0.9664582,0.00024082692,0.0000529901,0.00004576099,0.0046658623,0.000012305674,0.010080737,0.00012949656,0.014823036,0.0027560135],"study_design_scores_gemma":[0.0031479828,0.0062045665,0.9004041,0.0012668532,0.00007257058,0.000077629746,0.009581871,0.0002412474,0.022854066,0.00022651345,0.055734437,0.00018815351],"about_ca_topic_score_codex":0.00081460585,"about_ca_topic_score_gemma":0.0039109583,"teacher_disagreement_score":0.06605408,"about_ca_system_score_codex":0.00006239177,"about_ca_system_score_gemma":0.00002029898,"threshold_uncertainty_score":0.42975014},"labels":[],"label_agreement":null},{"id":"W4408908182","doi":"10.1021/acsomega.4c11628","title":"Analysis of the Energy Efficiency of Gas Extraction from Lake Kivu","year":2025,"lang":"en","type":"article","venue":"ACS Omega","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Mitacs; University of Calgary","keywords":"Extraction (chemistry); Energy (signal processing); Environmental science; Chemistry; Chromatography; Mathematics; Statistics","score_opus":0.006627871688166436,"score_gpt":0.2035804281653986,"score_spread":0.19695255647723214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408908182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921752,0.000022547172,0.0007667942,0.00008688418,0.000080876904,0.000028041635,0.000035532637,0.0000036503736,0.0068004574],"genre_scores_gemma":[0.9991516,0.000008638863,0.000039239287,0.000044957866,0.0000037133057,6.207027e-7,0.000005235626,6.875457e-7,0.00074532453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995249,0.00002886411,0.00012863344,0.000106489664,0.00015165913,0.000059474478],"domain_scores_gemma":[0.99961704,0.000053412117,0.000103579914,0.00020817535,0.000005882432,0.000011893133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009572279,0.00003927813,0.000111500834,0.000035396988,0.000050258666,0.0000032308083,0.00018218957,0.000032553773,0.00030582474],"category_scores_gemma":[0.000021307747,0.000026340278,0.000079755824,0.0006822142,0.00006744509,0.000042510994,0.00011737538,0.000025589747,0.000010014773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006431422,0.00008710499,0.9669679,0.000003394915,0.00013554154,3.3779952e-7,0.00014734469,0.00088699127,0.027562983,0.0001868334,0.0011869636,0.0028282062],"study_design_scores_gemma":[0.0001096522,0.000013529477,0.95925385,0.000009867629,0.0003441028,6.845794e-8,0.00012869085,0.0030649619,0.029799463,0.00018177644,0.00704504,0.00004900266],"about_ca_topic_score_codex":0.0070088357,"about_ca_topic_score_gemma":0.008015375,"teacher_disagreement_score":0.0077140224,"about_ca_system_score_codex":0.000027355347,"about_ca_system_score_gemma":0.000005377357,"threshold_uncertainty_score":0.99960357},"labels":[],"label_agreement":null},{"id":"W4409168715","doi":"10.1016/j.jglr.2025.102576","title":"Effects of Nile tilapia (Oreochromis niloticus) cage aquaculture on water quality in the world’s largest tropical lake","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kenya Marine and Fisheries Research Institute; Boston University","keywords":"Nile tilapia; Oreochromis; Fishery; Aquaculture; Water quality; Cage; Environmental science; Fish <Actinopterygii>; Biology; Ecology; Engineering","score_opus":0.02929489702724687,"score_gpt":0.32386539912128826,"score_spread":0.2945705020940414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409168715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855869,0.000043249405,0.000011278415,0.0020348683,0.00007841845,0.00024990347,0.000009731064,0.0000023684333,0.011983283],"genre_scores_gemma":[0.995664,0.0000192388,0.000041693587,0.00011052052,0.00004774936,0.0000027403603,0.0000015250157,0.000002987489,0.0041095363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972129,0.00090929936,0.00037957888,0.00015742308,0.0010074909,0.0003333431],"domain_scores_gemma":[0.99892825,0.00064730964,0.00008999549,0.00020765171,0.000051812433,0.0000749632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002429878,0.00010208016,0.00028906896,0.00014987464,0.00015412491,0.000041616895,0.00054924097,0.000080171485,0.0010081988],"category_scores_gemma":[0.00026026278,0.00004783596,0.00012217832,0.00043764588,0.00023767383,0.00011118112,0.0001660612,0.0006259763,0.000121039826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006129392,0.00090484385,0.9149124,0.00029232295,0.00007034744,0.00043760988,0.0026452676,0.000045826062,0.021284183,0.00074485596,0.057035584,0.0010138073],"study_design_scores_gemma":[0.0012608846,0.0004572992,0.94426435,0.00022650459,0.000020084904,0.000011646403,0.00045456487,0.000038341135,0.020849189,0.00033523585,0.03198691,0.00009500346],"about_ca_topic_score_codex":0.0003747138,"about_ca_topic_score_gemma":0.011394616,"teacher_disagreement_score":0.029351927,"about_ca_system_score_codex":0.0001724215,"about_ca_system_score_gemma":0.000024692914,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W4412483301","doi":"10.1016/j.jglr.2025.102638","title":"Microhabitat complexity and herpetofaunal diversity in a community-managed Afrotropical wetland of Lake Victoria","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tusk Trust; Mohammed bin Zayed Species Conservation Fund; Rainforest Trust","keywords":"Wetland; Diversity (politics); Ecology; Geography; Fishery; Biology; Sociology","score_opus":0.06903354049731475,"score_gpt":0.31410881722976075,"score_spread":0.245075276732446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412483301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954906,0.0000580688,0.00003620048,0.0004492173,0.0000608036,0.00012543223,0.000020192716,0.0000019754348,0.0037575227],"genre_scores_gemma":[0.9993586,0.00005258474,0.00027027552,0.000018962119,0.000016438418,3.6286735e-7,0.000001262818,0.0000018223133,0.00027970568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980757,0.000786498,0.0002890933,0.00010015657,0.0005300604,0.00021848262],"domain_scores_gemma":[0.99922156,0.00035579634,0.000101837766,0.00016126165,0.00006431126,0.00009521687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002222529,0.00007683511,0.0002830897,0.00018001528,0.0004250852,0.000025814796,0.00043413113,0.00006948417,0.00040044487],"category_scores_gemma":[0.00016771189,0.000060556515,0.00006132704,0.00039055236,0.0006424742,0.00014671286,0.0012701956,0.0007331908,0.000010965723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028778895,0.00014808742,0.9941656,0.00006430668,0.000028228686,0.0000417845,0.0008880007,0.0000052175383,0.0015763331,0.00008590759,0.0022551976,0.0004535471],"study_design_scores_gemma":[0.00094655197,0.00023745319,0.9925133,0.00010983134,0.000011802225,0.000012594299,0.0008736581,0.00008848806,0.00016655431,0.0016122211,0.003374175,0.000053357537],"about_ca_topic_score_codex":0.0020874809,"about_ca_topic_score_gemma":0.038053125,"teacher_disagreement_score":0.035965648,"about_ca_system_score_codex":0.00016921619,"about_ca_system_score_gemma":0.000024258668,"threshold_uncertainty_score":0.9794999},"labels":[],"label_agreement":null},{"id":"W4413973289","doi":"10.22271/fish.2025.v13.i5a.3139","title":"Identification of raw materials that can be used in fish farming in feed manufacturing industries in Senegal","year":2025,"lang":"en","type":"article","venue":"International Journal of Fisheries and Aquatic Studies","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Fish <Actinopterygii>; Identification (biology); Raw material; Agriculture; Fish farming; Fishery; Aquaculture; Environmental science; Biotechnology; Business; Biology; Ecology","score_opus":0.03184334694209625,"score_gpt":0.26160705576024845,"score_spread":0.2297637088181522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413973289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962198,0.000050230094,0.000018562256,0.0032605543,0.0003023806,0.00007604651,0.000008770903,0.0000012315026,0.000062414845],"genre_scores_gemma":[0.99956095,0.00019432887,0.00003891509,0.00008606483,0.000013394477,0.0000019225656,0.0000013688924,0.0000016976003,0.00010137903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899393,0.000051248164,0.0005307177,0.00009365456,0.0002442188,0.00008621419],"domain_scores_gemma":[0.9994833,0.00013943703,0.00030856815,0.000041826752,0.000013850137,0.000013024716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005059202,0.00007598462,0.0002480631,0.00014806587,0.000027263282,0.00003684582,0.00014818815,0.00003678096,0.000037886603],"category_scores_gemma":[0.00016691782,0.00006399993,0.000020914258,0.000089106325,0.00011346295,0.00021780514,0.00013411941,0.00007679841,3.5396744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000580511,0.000040652583,0.9881344,0.0000217282,0.00004895254,0.000023644126,0.0036011485,0.00006390658,0.0054836324,0.000017930017,0.00029218008,0.0022138096],"study_design_scores_gemma":[0.00082569924,0.00002605402,0.91499794,0.00033403462,0.000010950545,0.000005326886,0.012476625,0.00007574738,0.07043299,0.00057111925,0.00016891277,0.00007457645],"about_ca_topic_score_codex":0.0017785195,"about_ca_topic_score_gemma":0.011643894,"teacher_disagreement_score":0.0731364,"about_ca_system_score_codex":0.00018947115,"about_ca_system_score_gemma":0.000016014763,"threshold_uncertainty_score":0.6497566},"labels":[],"label_agreement":null},{"id":"W4414610651","doi":"10.1016/j.jglr.2025.102686","title":"Locally produced fish food pellets yield little evidence as a dietary substrate for net pen-reared Nile tilapia (Oreochromis niloticus) in Lake Victoria, Kenya","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences; Baylor University; University of Tennessee, Knoxville; Arizona State University; King's College London; Kent State University; Pacific Institute for Research and Evaluation; National Science Foundation","keywords":"Nile tilapia; Oreochromis; Aquaculture; Tilapia; Fish farming; Trophic level; Food web","score_opus":0.07427443887405305,"score_gpt":0.3162269181673935,"score_spread":0.24195247929334046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414610651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917959,0.00021032922,0.000037720263,0.0031322956,0.00028199222,0.00073032646,0.00004161811,0.000009198136,0.003760622],"genre_scores_gemma":[0.9958394,0.00015319858,0.00022760945,0.00009763579,0.00015899588,0.000014364412,0.000004479663,0.000010170673,0.0034941153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971897,0.00025609907,0.00057177024,0.00038879339,0.0010019366,0.0005916869],"domain_scores_gemma":[0.99818844,0.00086808053,0.00018554382,0.00034415285,0.0002035561,0.00021025837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030606608,0.0001771325,0.00039677857,0.00021224206,0.0002517563,0.00013500564,0.0007423811,0.00014436184,0.0020595165],"category_scores_gemma":[0.001594154,0.00014109456,0.00015787885,0.00068134704,0.00021509822,0.00046167095,0.00030076198,0.0005507682,0.00017844199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003348335,0.0008497942,0.779808,0.00060612266,0.00025229808,0.0005585448,0.0027796987,0.00042950726,0.03734065,0.00007006282,0.16825198,0.0057049934],"study_design_scores_gemma":[0.005738945,0.010048312,0.8627938,0.004285079,0.00015797176,0.00018943875,0.002668796,0.0034010373,0.03580486,0.0028503072,0.07104508,0.0010163467],"about_ca_topic_score_codex":0.00060426246,"about_ca_topic_score_gemma":0.02378573,"teacher_disagreement_score":0.097206905,"about_ca_system_score_codex":0.00035401506,"about_ca_system_score_gemma":0.00025548416,"threshold_uncertainty_score":0.9988527},"labels":[],"label_agreement":null},{"id":"W4414620245","doi":"10.5539/jsd.v18n6p1","title":"The Environmental Pollution of Lake Joao Paulo II and Impact on The Population Around Lake, Dili, Timor-Leste","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pollution; Pollutant; Population; Environmental pollution; Sample (material); Environmental degradation; Environmental change; Environmental data; Qualitative analysis","score_opus":0.006129833146526852,"score_gpt":0.20074733985222748,"score_spread":0.19461750670570063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414620245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980071,0.0000728477,0.000059044873,0.0010351442,0.00006505666,0.00022376151,0.0000047651006,0.0000022383826,0.00053002377],"genre_scores_gemma":[0.99700224,0.000053523134,0.00008852959,0.00008306018,0.000014110408,0.0000019334855,0.000002770088,0.0000027526826,0.0027510715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890894,0.000069433,0.00035803518,0.00009820698,0.0003582163,0.00020718519],"domain_scores_gemma":[0.9994184,0.00007448625,0.00033061433,0.00011159671,0.000015023503,0.000049918945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010793315,0.0001080874,0.00014452409,0.000048307094,0.0007265071,0.00003945045,0.00017258589,0.000042063148,0.00016074833],"category_scores_gemma":[0.000045049426,0.000054561977,0.000057563968,0.00013739154,0.00008921121,0.00017241185,0.00022365109,0.000121226185,0.0000068023965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023526228,0.00020716754,0.9804648,0.000036448342,0.00015515898,0.00003799568,0.0017062236,0.0012512784,0.00035082674,0.0006720047,0.006793868,0.008088921],"study_design_scores_gemma":[0.00027251543,0.00013127855,0.97408015,0.000034146586,0.000019858382,0.000011958606,0.005616054,0.0001014808,0.00024453635,0.00044153136,0.018978717,0.000067756926],"about_ca_topic_score_codex":0.000077001954,"about_ca_topic_score_gemma":0.00036417734,"teacher_disagreement_score":0.012184849,"about_ca_system_score_codex":0.0005578076,"about_ca_system_score_gemma":0.000054477296,"threshold_uncertainty_score":0.55877787},"labels":[],"label_agreement":null},{"id":"W4414926894","doi":"10.1016/j.gexplo.2025.107914","title":"Native plant species screening for phytogeochemical exploration in the Zambian Copperbelt","year":2025,"lang":"en","type":"article","venue":"Journal of Geochemical Exploration","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Science and Technology Council; Copperbelt University; Science Foundation Ireland; National Research Foundation; International Development Research Centre; Department of Science and Innovation, South Africa","keywords":"Trace element; Native plant; Population; Biomass (ecology); Organic matter; Soil water; Plant species; Soil test","score_opus":0.04886690655245916,"score_gpt":0.26207931440875276,"score_spread":0.21321240785629358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414926894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9187834,0.000049819086,0.06831929,0.0094282385,0.00022336842,0.0004918785,0.000028590724,0.000009166364,0.002666225],"genre_scores_gemma":[0.9976033,0.000024346353,0.0018619146,0.00028178957,0.000112402304,0.00001306032,0.000030655207,0.0000024861806,0.00007002236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998936,0.0000635321,0.0003795233,0.00012345833,0.0003611026,0.00013639513],"domain_scores_gemma":[0.9994044,0.00019676384,0.00023211169,0.00008877693,0.000046027577,0.000031954165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006789008,0.00009111614,0.00016638878,0.000053798554,0.00010260505,0.000042963296,0.00021835895,0.00007406944,0.00005148968],"category_scores_gemma":[0.00029829334,0.00006315533,0.000085713626,0.00024588895,0.000066986606,0.0006588827,0.00005115757,0.00017482464,0.0000064330875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024533637,0.001351366,0.058688372,0.00015828823,0.00014072818,0.000045425928,0.01716653,0.0028597768,0.64239275,0.004158929,0.25864342,0.0119410725],"study_design_scores_gemma":[0.00654633,0.0013129679,0.012521905,0.000845456,0.00020867378,0.00006178968,0.03925358,0.031271107,0.7776732,0.04862284,0.08088656,0.00079563115],"about_ca_topic_score_codex":0.000014333175,"about_ca_topic_score_gemma":0.00007435881,"teacher_disagreement_score":0.17775686,"about_ca_system_score_codex":0.00013397633,"about_ca_system_score_gemma":0.00001889646,"threshold_uncertainty_score":0.25753996},"labels":[],"label_agreement":null},{"id":"W4415532771","doi":"10.1016/j.jglr.2025.102690","title":"Effects of artificial illumination and net panel configurations on small pelagic fisheries and bycatch on Lake Albert, East Africa","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Pelagic zone; Netting; Bycatch; Fishing; Demersal zone; Fisheries management","score_opus":0.05155316417193295,"score_gpt":0.26718218974481345,"score_spread":0.2156290255728805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415532771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874648,0.000051158786,0.000040673913,0.001508056,0.00005413536,0.00017562318,0.000010720939,0.000001962921,0.0106929],"genre_scores_gemma":[0.9977267,0.00005649645,0.000052989322,0.000020542495,0.000026985621,0.000001858739,0.0000013127478,0.0000023276395,0.0021107858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897283,0.00017421387,0.0001991091,0.00012267492,0.000385024,0.00014613415],"domain_scores_gemma":[0.9992324,0.00046121594,0.00009372595,0.000079575875,0.00006005572,0.000073013856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062659825,0.00006977121,0.00015678963,0.000121083525,0.00020011626,0.000048983242,0.00010855203,0.000058106383,0.00016565033],"category_scores_gemma":[0.0002681084,0.000051494135,0.000030592877,0.00020175925,0.00029031024,0.000097101016,0.0000705845,0.00019748298,0.000014722602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003339509,0.0022113584,0.50846595,0.0013010938,0.0004152854,0.00040920207,0.023715576,0.00019809417,0.16655967,0.006007383,0.08744827,0.19992861],"study_design_scores_gemma":[0.0015268284,0.0031599633,0.9427531,0.0005573713,0.000080896156,0.000039995324,0.0030797813,0.0018704113,0.013526768,0.0016565323,0.031517252,0.00023114194],"about_ca_topic_score_codex":0.00011139433,"about_ca_topic_score_gemma":0.0013565507,"teacher_disagreement_score":0.4342871,"about_ca_system_score_codex":0.000054197884,"about_ca_system_score_gemma":0.000021668453,"threshold_uncertainty_score":0.20998698},"labels":[],"label_agreement":null},{"id":"W4415927366","doi":"10.21203/rs.3.rs-6752546/v3","title":"WITHDRAWN: Indigenous Knowledge Systems Paired with Western Science Strengthen Ecosystem Approaches to the Management of Forage Fish","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Traditional knowledge; Indigenous; Work (physics); Fish <Actinopterygii>; Ecosystem; Preprint; Knowledge-based systems","score_opus":0.13367929700905495,"score_gpt":0.30745051283401986,"score_spread":0.1737712158249649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415927366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557422,0.0007807256,0.001496153,0.0005905382,0.0006608308,0.017081728,0.0021995127,0.000071698574,0.021376615],"genre_scores_gemma":[0.9907802,0.00025612282,0.00034499602,0.00001088938,0.00011747044,0.00077745784,0.000038397844,0.00003199866,0.0076424736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9878824,0.0014889297,0.0012117932,0.0024394824,0.004852727,0.0021247212],"domain_scores_gemma":[0.99463505,0.00043413806,0.0005994751,0.0032357362,0.00037089878,0.0007246869],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.013007317,0.0007828382,0.001121356,0.0007217017,0.0029334177,0.00091274764,0.0060443264,0.0003673413,0.00013596384],"category_scores_gemma":[0.000052411804,0.0005145626,0.00024586657,0.0040514027,0.0016879045,0.00036943826,0.0119731845,0.0013021284,0.0006000472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014246182,0.0057454975,0.5092717,0.11173076,0.0035157169,0.00054266874,0.16890226,0.103873365,0.00010365527,0.003423209,0.0041504996,0.08731605],"study_design_scores_gemma":[0.0051239324,0.006633346,0.38089317,0.088171266,0.0011378085,0.000107443004,0.344286,0.09094936,0.0022320193,0.00012915302,0.075288415,0.005048108],"about_ca_topic_score_codex":0.004728891,"about_ca_topic_score_gemma":0.010006812,"teacher_disagreement_score":0.17538373,"about_ca_system_score_codex":0.0029569424,"about_ca_system_score_gemma":0.0010875426,"threshold_uncertainty_score":0.9997306},"labels":[],"label_agreement":null},{"id":"W4416112936","doi":"10.1016/j.jglr.2025.102700","title":"Effects of land use-land cover changes on hydrology and sediment transport in Bukavu urban river catchments, Lake Kivu basin, Democratic Republic of the Congo","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Sediment; Erosion; Watershed; Infiltration (HVAC); Sedimentary budget; WEPP; Sediment transport","score_opus":0.020812018453257964,"score_gpt":0.26079287849835286,"score_spread":0.2399808600450949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416112936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784046,0.00011385915,0.000005653775,0.0010047122,0.00007404845,0.0003072708,0.000018190982,0.0000011422334,0.00063464954],"genre_scores_gemma":[0.99820054,0.00013660731,0.0000200784,0.000089363275,0.000014630037,0.0000022315621,9.399265e-7,0.0000028889467,0.0015327089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984794,0.0003179085,0.00027983708,0.00014311672,0.0005716634,0.00020805674],"domain_scores_gemma":[0.9991475,0.00042119465,0.00016155106,0.00015581422,0.00004720114,0.000066741515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011682903,0.00008639101,0.00029057678,0.0001539103,0.000080984246,0.000010520098,0.00023395554,0.00007825609,0.00012122176],"category_scores_gemma":[0.0001252023,0.00005218078,0.000053810163,0.00030132046,0.00037076537,0.00008840405,0.00011041754,0.00025392085,0.0000029999162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018032084,0.00013338336,0.99497336,0.00010778216,0.000049891543,0.000036123667,0.0004688328,0.000045923593,0.001288805,0.000012065223,0.0023524808,0.00035103486],"study_design_scores_gemma":[0.0012636537,0.00056379027,0.9909456,0.0002232929,0.000031375614,0.000009620639,0.000026781046,0.00014132132,0.0031108658,0.0000916909,0.0035456005,0.000046432848],"about_ca_topic_score_codex":0.000947753,"about_ca_topic_score_gemma":0.004236158,"teacher_disagreement_score":0.004027782,"about_ca_system_score_codex":0.000100929814,"about_ca_system_score_gemma":0.000040736348,"threshold_uncertainty_score":0.23638757},"labels":[],"label_agreement":null},{"id":"W4416211150","doi":"10.64628/aap.ffg3qak4m","title":"Les hivers pourraient disparaître de la région des Grands Lacs","year":2025,"lang":"","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University; Trent University","funders":"","keywords":"Vegetation (pathology); Productivity; Shore; Context (archaeology); Production (economics)","score_opus":0.010845988845539934,"score_gpt":0.24124908924836133,"score_spread":0.2304031004028214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416211150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7978695,0.00014783817,0.009348581,0.0005774592,0.00015401062,0.00019184248,0.000030078554,0.000033051085,0.19164763],"genre_scores_gemma":[0.98078674,0.00022572718,0.0010907325,0.00017602574,0.000017246988,0.000002468196,0.000002772599,0.00000410893,0.01769416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856365,0.00017307368,0.00022630412,0.00038671496,0.00023696842,0.00041326878],"domain_scores_gemma":[0.99939823,0.00012992529,0.00007547773,0.00022613791,0.000008751729,0.00016146543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005163386,0.00020960055,0.00020481396,0.00005342381,0.0007304094,0.000100732206,0.00032599428,0.0001941697,0.0062811812],"category_scores_gemma":[0.000032256492,0.0001761519,0.0001481722,0.00028939312,0.0007310445,0.0001722021,0.00038060785,0.00016259064,0.00053286226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041401923,0.00022575381,0.9399562,0.00007706799,0.000044005566,0.000017436274,0.0012631677,0.0001870997,0.00067132135,0.0019126901,0.011360916,0.044242967],"study_design_scores_gemma":[0.0009775339,0.000087018525,0.9620584,0.00014945526,0.00012678266,0.0000066621747,0.002851389,0.00577249,0.001642976,0.0017018984,0.024321096,0.0003042893],"about_ca_topic_score_codex":0.009391701,"about_ca_topic_score_gemma":0.0020206352,"teacher_disagreement_score":0.18291725,"about_ca_system_score_codex":0.0006657653,"about_ca_system_score_gemma":0.000030620286,"threshold_uncertainty_score":0.99720484},"labels":[],"label_agreement":null},{"id":"W4416363004","doi":"10.1039/d5em00513b","title":"On the risk of a dissolved gas-triggered limnic eruption in Lake Kivu","year":2025,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Mitacs","keywords":"Hydrology (agriculture); Population; Carbon dioxide; Methane; Magnitude (astronomy); Limnology; Drainage basin; Population density","score_opus":0.006162523715985131,"score_gpt":0.20846914248925788,"score_spread":0.20230661877327275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416363004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939853,0.00006247013,0.00004787037,0.0003438466,0.000064903754,0.00038416238,0.000052746625,0.000012954062,0.0050457786],"genre_scores_gemma":[0.999382,0.00017803667,0.000062071296,0.00016816781,0.000005847371,0.00001158513,0.0000033303202,0.0000037839911,0.00018516365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982398,0.000064629356,0.0002599201,0.00040817366,0.0006236052,0.00040384088],"domain_scores_gemma":[0.99918455,0.00019110754,0.00020303574,0.0003119391,0.0000032853475,0.00010610729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010420451,0.00016133384,0.00016419779,0.00008682552,0.00035759117,0.0000446674,0.00061402394,0.000051940133,0.0012546232],"category_scores_gemma":[0.0004752941,0.00010367854,0.000048117825,0.0010840707,0.00094694016,0.00043602873,0.00034634856,0.00016004845,0.0002725711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007496364,0.00049153547,0.94987893,0.000039742114,0.000010579483,0.000003371165,0.0012329445,0.000738165,0.04372316,0.00010663604,0.00039116282,0.003308803],"study_design_scores_gemma":[0.00042332752,0.00017194843,0.9669614,0.00011619348,0.000021504542,0.0000018053303,0.0008690826,0.0010610354,0.027934289,0.001695223,0.0005617144,0.00018247312],"about_ca_topic_score_codex":0.0003534561,"about_ca_topic_score_gemma":0.0019996508,"teacher_disagreement_score":0.017082468,"about_ca_system_score_codex":0.00038610815,"about_ca_system_score_gemma":0.000059340102,"threshold_uncertainty_score":0.99965835},"labels":[],"label_agreement":null},{"id":"W4416697875","doi":"10.5194/bg-22-3931-2025","title":"Hot-spring inputs and climate drive dynamic shifts in archaeal communities in Lake Magadi, Kenya Rift Valley","year":2025,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Division of Behavioral and Cognitive Sciences; Division of Earth Sciences; University of Minnesota; National Science Foundation","keywords":"δ13C; Methane; Hydrothermal circulation; Methanogenesis; Sedimentary rock; Organic matter; Isotopes of carbon; Climate change; Rift","score_opus":0.010620852214246733,"score_gpt":0.22199166715351865,"score_spread":0.2113708149392719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416697875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500257,0.00008038063,0.000032623553,0.0003236136,0.00012019252,0.00015614282,0.0000392088,0.000016951697,0.004228295],"genre_scores_gemma":[0.9990503,0.00023347381,0.00046696325,0.00016119593,0.0000028545694,0.0000051598336,0.0000035846379,0.0000017044148,0.000074718504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894434,0.00009156286,0.00019583676,0.00024590857,0.00018681913,0.0003355481],"domain_scores_gemma":[0.999655,0.000086436085,0.000053825614,0.00015078264,0.0000031844017,0.000050736548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071631576,0.000108853885,0.00015329263,0.00014719677,0.00021689557,0.000054062628,0.000370727,0.000053804768,0.00011398736],"category_scores_gemma":[0.000020477977,0.000093054594,0.00002198336,0.00045649838,0.0006028593,0.0002335914,0.0006651669,0.00011522276,0.000039693357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063436423,0.000031245345,0.996533,0.00001409299,0.0000011622774,0.0000068897784,0.001249279,0.000017522258,0.00019525224,0.00020883766,0.000017872964,0.0017185197],"study_design_scores_gemma":[0.0002053327,0.000032047574,0.9903736,0.00008240666,0.0000022828976,7.2709497e-7,0.0017262276,0.0053706537,0.00002446832,0.00025732646,0.0018125357,0.00011239316],"about_ca_topic_score_codex":0.020938694,"about_ca_topic_score_gemma":0.55957794,"teacher_disagreement_score":0.53863925,"about_ca_system_score_codex":0.000084987354,"about_ca_system_score_gemma":0.000017707314,"threshold_uncertainty_score":0.985581},"labels":[],"label_agreement":null},{"id":"W4416844178","doi":"10.5194/egusphere-2025-5009","title":"Lake Victoria to the Sudd Wetland: flood wave timing, connectivity and wetland buffering across the White Nile","year":2025,"lang":"","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Foreign, Commonwealth and Development Office; Ministry of Water Resources; International Development Research Centre; Magee-Womens Research Institute","keywords":"Wetland; Flood myth; Hydrology (agriculture); Floodplain; Flooding (psychology); White (mutation); STREAMS; Main river","score_opus":0.014473064818588772,"score_gpt":0.22954357448146032,"score_spread":0.21507050966287156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416844178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97258496,0.000116887175,0.0020809867,0.008445885,0.0013693995,0.0010196918,0.00024680456,0.000035775618,0.014099632],"genre_scores_gemma":[0.98967016,0.00006490574,0.00008731166,0.0009522871,0.00016272676,0.000015286729,0.0000035005776,0.00000825973,0.009035581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770176,0.00017711894,0.00034883793,0.0006997121,0.00039583867,0.0006767272],"domain_scores_gemma":[0.9987108,0.00028865313,0.00011966999,0.0006721861,0.000022336633,0.00018637191],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014959899,0.00034418312,0.0003599248,0.000023241691,0.0020484359,0.00044953334,0.00054043566,0.00016289423,0.0032739625],"category_scores_gemma":[0.00009490142,0.00018601742,0.00011004277,0.00040274567,0.00032040715,0.00021732118,0.0018542358,0.0003146902,0.000443805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011727495,0.00014970422,0.94127893,0.000094262694,0.00018847821,0.000014572455,0.016724331,0.00023651552,0.001995089,0.00033391046,0.028514944,0.010351992],"study_design_scores_gemma":[0.00094135077,0.0001632315,0.81409276,0.00010762929,0.00012497237,0.000017285696,0.008459122,0.008490325,0.0015777758,0.00013463614,0.16541894,0.00047195947],"about_ca_topic_score_codex":0.002967171,"about_ca_topic_score_gemma":0.14944986,"teacher_disagreement_score":0.14648269,"about_ca_system_score_codex":0.00015161883,"about_ca_system_score_gemma":0.000027843796,"threshold_uncertainty_score":0.99925077},"labels":[],"label_agreement":null},{"id":"W44206103","doi":"10.1007/978-94-007-6107-0_15","title":"The Damage Schedule Approach","year":2013,"lang":"en","type":"book-chapter","venue":"MARE publication series","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sanctions; Fishing; Enforcement; Schedule; Diversity (politics); Government (linguistics); Corporate governance; Value (mathematics); Order (exchange); Political science; Resource (disambiguation); Fish <Actinopterygii>; Geography; Business; Fishery; Development economics; Environmental planning; Economics; Law; Computer science; Finance","score_opus":0.013796386678688677,"score_gpt":0.17415019945729873,"score_spread":0.16035381277861005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44206103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001727615,0.00005023833,0.000113109745,0.0033627567,0.00007978844,0.00036745417,0.000042769876,0.000059690025,0.99575144],"genre_scores_gemma":[0.0027177327,0.00004871834,0.0009204652,0.00018174351,0.00006247308,0.000039066523,0.00019697247,0.000014485266,0.9958183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907345,0.000017531782,0.00018657681,0.0002761383,0.0002937666,0.00015253077],"domain_scores_gemma":[0.99911225,0.000026366595,0.00021330926,0.0005378731,0.000041336938,0.00006885613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002390161,0.00015869623,0.00012389061,0.000018130946,0.00044727564,0.00025187017,0.00046508174,0.0001526721,0.013762977],"category_scores_gemma":[0.00003409788,0.000104577004,0.000059685328,0.000034928154,0.00026705654,0.0003943069,0.00038648848,0.00014488545,0.009683091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067565347,0.00001772541,0.0016462374,0.000024531388,0.000035472167,4.0694252e-7,0.00016198137,0.0000018105329,0.000013548553,0.2608817,0.7241686,0.013041228],"study_design_scores_gemma":[0.000034444005,0.000012411784,0.0020268452,0.0000042293314,0.000009084118,0.0000026714708,0.000083411156,0.000063117484,0.0000068906684,0.002617623,0.9949963,0.0001429339],"about_ca_topic_score_codex":0.00008444018,"about_ca_topic_score_gemma":0.00008726264,"teacher_disagreement_score":0.2708277,"about_ca_system_score_codex":0.000110759014,"about_ca_system_score_gemma":0.0000125024435,"threshold_uncertainty_score":0.991088},"labels":[],"label_agreement":null},{"id":"W48168424","doi":"","title":"Possible fish stock size assessment and available production survey as developed on Lake Kariba","year":2021,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fishery; Fish stock; Fish <Actinopterygii>; Sampling (signal processing); Diel vertical migration; Environmental science; Abundance (ecology); Production (economics); Echo sounding; Predation; Ecology; Geography; Computer science; Cartography; Biology","score_opus":0.029727563088623548,"score_gpt":0.2637434448772211,"score_spread":0.23401588178859759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48168424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98646414,0.000020669922,0.00004926016,0.007830044,0.00061969174,0.00027262446,0.00013728823,0.000032547192,0.004573728],"genre_scores_gemma":[0.8748939,0.00007749626,0.002090758,0.00045167867,0.000050219165,0.000010856194,0.004343035,0.0000103860575,0.118071645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842006,0.0001435762,0.00022936467,0.00057441264,0.0004514129,0.00018119517],"domain_scores_gemma":[0.99868256,0.00020844533,0.00013378318,0.00021897604,0.0006202626,0.0001360014],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004768811,0.0001475679,0.000117131036,0.00026366822,0.002004376,0.0004984723,0.0001295361,0.00006992386,0.011618208],"category_scores_gemma":[0.0014253141,0.00013315256,0.000016204156,0.007061795,0.00021327291,0.00068792445,0.00013866305,0.000108796376,0.00083348097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045084757,0.00043034102,0.6845178,0.000022029797,0.000039446022,0.0000014219821,0.0012914523,0.0001253991,0.002451607,0.006362122,0.3044116,0.00034231445],"study_design_scores_gemma":[0.0002269479,0.000023333445,0.9341578,0.000023143006,0.000027156899,0.000036927177,0.0009435829,0.0001944551,0.00088062306,0.00028247933,0.06294958,0.00025398546],"about_ca_topic_score_codex":0.00029329653,"about_ca_topic_score_gemma":0.0044150464,"teacher_disagreement_score":0.24964,"about_ca_system_score_codex":0.00015860208,"about_ca_system_score_gemma":0.00026438685,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W6901637346","doi":"10.60692/g8pb8-4aq75","title":"Future success and ways forward for scientific approaches on the African Great Lakes","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; International Institute for Sustainable Development","funders":"","keywords":"Livelihood; Agency (philosophy); Riparian zone; Traditional knowledge; Balance of nature; Balance (ability)","score_opus":0.0692647942203881,"score_gpt":0.1864249177587156,"score_spread":0.11716012353832751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901637346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915015,6.326928e-7,0.0012865004,0.00046367498,0.00033931166,0.00068682234,0.00022831715,0.00011544399,0.0053777616],"genre_scores_gemma":[0.99931484,6.114431e-8,0.00005111587,0.00004617718,0.000054505104,0.00006911992,0.000025752664,0.0000035194737,0.00043488227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991176,0.00002709735,0.00020793382,0.0001615618,0.00027920105,0.00020657018],"domain_scores_gemma":[0.99953693,0.000018667255,0.00013293064,0.00023690522,0.000013765848,0.000060772032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007084142,0.00011318645,0.00011727087,0.00007038151,0.0006658731,0.0002803747,0.00019473319,0.000057825164,0.00004350656],"category_scores_gemma":[0.000010964511,0.00006437736,0.000049290295,0.00030387973,0.0000945517,0.00038434248,0.00011495332,0.000042589498,0.0013457704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012033636,0.0000052285554,0.75862867,0.00070356973,0.00006802126,0.0000023969747,0.20079637,0.00045354286,0.0000063208863,0.0047931266,0.028759312,0.0056630936],"study_design_scores_gemma":[0.0021841528,0.00028487467,0.48642084,0.00021274525,0.0001141559,0.000033377604,0.2963161,0.14025055,0.00084113725,0.00006336619,0.072278924,0.0009997846],"about_ca_topic_score_codex":0.000011392912,"about_ca_topic_score_gemma":0.00000534636,"teacher_disagreement_score":0.27220786,"about_ca_system_score_codex":0.00007138769,"about_ca_system_score_gemma":0.0000046563123,"threshold_uncertainty_score":0.9994318},"labels":[],"label_agreement":null},{"id":"W6901721978","doi":"10.60692/9qvpz-c6z49","title":"The future of sub-Saharan Africa's biodiversity in the face of climate and societal change","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McGill University; Carleton University; Vancouver Island University","funders":"","keywords":"Climate change; Biodiversity; Population; Biodiversity conservation; Face (sociological concept); Population growth; Sustainability; Conservation psychology","score_opus":0.026889984187460123,"score_gpt":0.17700075555334072,"score_spread":0.15011077136588058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901721978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983044,0.00002675897,0.000020859727,0.00015747371,0.00009549815,0.0003356715,0.00034117035,0.0000075030257,0.0007106191],"genre_scores_gemma":[0.9999229,0.000005219984,0.00000551172,0.000035968187,0.0000074890577,0.000012680191,0.000004761187,6.434376e-7,0.000004876965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920654,0.00010064902,0.00021902942,0.000060860217,0.00029648654,0.00011640655],"domain_scores_gemma":[0.999582,0.000009608295,0.00024160308,0.00014299195,0.0000072006046,0.000016597018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078469334,0.0000603465,0.000098355085,0.000023608423,0.00035713593,0.000019138613,0.00021814888,0.000025665204,0.000026115975],"category_scores_gemma":[0.0000015498036,0.00003463628,0.000039568604,0.00017070833,0.000067132554,0.00022241194,0.00028015804,0.00006316983,0.00004640464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003126628,0.000003205217,0.8122174,0.00009744052,0.000008288113,7.5609694e-7,0.18614137,0.000030577834,0.0000031976042,0.000023827766,0.0007990216,0.0006436112],"study_design_scores_gemma":[0.00049463264,0.000068586865,0.7127737,0.000012580038,0.000016521042,0.00001151775,0.28022197,0.0010235084,0.000055277873,7.739309e-7,0.0052311677,0.00008978463],"about_ca_topic_score_codex":0.000075790624,"about_ca_topic_score_gemma":0.000006022517,"teacher_disagreement_score":0.09944377,"about_ca_system_score_codex":0.0000619772,"about_ca_system_score_gemma":0.0000025998945,"threshold_uncertainty_score":0.27468368},"labels":[],"label_agreement":null},{"id":"W6901796124","doi":"10.60692/84fh1-j7r24","title":"Fasting in the ureotelic Lake Magadi tilapia, Alcolapia grahami, does not reduce its high metabolic demand, increasing its vulnerability to siltation events","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Tilapia; Glycogen; Siltation; Starvation; Aquaculture of tilapia; Aquatic animal","score_opus":0.023087998593544663,"score_gpt":0.2088266595168514,"score_spread":0.18573866092330674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901796124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962007,0.0000014953798,0.0005573126,0.00014087195,0.0003703536,0.0013436514,0.0001294824,0.000060261802,0.0011958915],"genre_scores_gemma":[0.9991707,1.5136101e-7,0.00018194273,0.00031594103,0.000044616554,0.000049458587,0.000023313805,0.0000063245393,0.00020751773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766034,0.00040189258,0.0006817787,0.00027635673,0.00063826115,0.00034135085],"domain_scores_gemma":[0.99908864,0.00004378468,0.00035723372,0.00036044672,0.00004945508,0.00010044282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024197423,0.00021465564,0.0002870438,0.00012442067,0.0002530811,0.00014723293,0.0003789298,0.00010893871,0.00020555816],"category_scores_gemma":[0.000116275776,0.00013530868,0.0000681904,0.00044467975,0.000016955999,0.0012344742,0.00018077093,0.00014516167,0.0059392736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007019465,0.0000064810306,0.9549621,0.00017920161,0.000013665273,0.0000013420049,0.04221748,0.0017172114,0.00020698353,0.000060304872,0.000026131416,0.0005389186],"study_design_scores_gemma":[0.0006290393,0.000030976855,0.9861123,0.00011145872,0.000022304977,0.000016161863,0.006249755,0.0048615206,0.0015046716,0.0000017727673,0.00023525122,0.00022479061],"about_ca_topic_score_codex":0.0002817769,"about_ca_topic_score_gemma":0.00007643542,"teacher_disagreement_score":0.035967723,"about_ca_system_score_codex":0.00018832287,"about_ca_system_score_gemma":0.000013323883,"threshold_uncertainty_score":0.9948347},"labels":[],"label_agreement":null},{"id":"W6912406813","doi":"10.5281/zenodo.3861751","title":"Neoromicia zuluensis","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Confusion; Table (database); Cover (algebra); Quarter (Canadian coin)","score_opus":0.03521209541407929,"score_gpt":0.22342787784285686,"score_spread":0.18821578242877757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912406813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4646816,0.00000652837,0.00059251365,0.00087599363,0.00009939548,0.00021036908,0.00007512246,0.00025031876,0.53320813],"genre_scores_gemma":[0.9975851,0.000011578596,0.00023305249,0.00009796026,0.00005353112,3.6644143e-9,0.000087158565,0.00021452141,0.0017170642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991225,0.00007890119,0.00010410786,0.00025458066,0.00022679738,0.00021312479],"domain_scores_gemma":[0.99920124,0.000005622145,0.00010450052,0.00053677853,0.000036545942,0.00011529864],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004075723,0.00007381891,0.000080791746,0.000025094401,0.0050261505,0.0006315873,0.0010853622,0.00003806992,0.049108736],"category_scores_gemma":[0.0002716258,0.00007169044,0.00003434532,0.000062575855,0.00021782413,0.00028732556,0.0020619323,0.000097926284,0.05676373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038279875,0.000118655924,0.0016409296,0.000019178704,0.000029864243,0.000030921194,0.0010250508,0.00003362001,0.008543093,0.0012654512,0.7941025,0.19315249],"study_design_scores_gemma":[0.0002149913,0.000057478574,0.032731906,0.000006906211,0.000006719426,0.000024989491,0.00010226253,0.00031507117,0.0003426983,0.00013264512,0.96595806,0.000106279775],"about_ca_topic_score_codex":0.00026932944,"about_ca_topic_score_gemma":0.0000035909989,"teacher_disagreement_score":0.53290355,"about_ca_system_score_codex":0.00012486568,"about_ca_system_score_gemma":4.5381907e-7,"threshold_uncertainty_score":0.99626917},"labels":[],"label_agreement":null},{"id":"W6912662710","doi":"10.5281/zenodo.5477623","title":"Mimumesa longicornis","year":2007,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life history","score_opus":0.028280735386437977,"score_gpt":0.21847611406196893,"score_spread":0.19019537867553096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912662710","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37239534,0.0011176736,0.028106268,0.0021259668,0.0017338851,0.0019777531,0.0015079316,0.0015038011,0.58953136],"genre_scores_gemma":[0.9938693,0.00019617328,0.00037844587,0.00023953865,0.00040338657,4.2166075e-9,0.00079456414,0.00080272194,0.0033158415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741155,0.0002514839,0.0003692657,0.0006077663,0.0006541774,0.00070572883],"domain_scores_gemma":[0.9986939,0.000035569163,0.000185197,0.0005500219,0.0001188469,0.00041646525],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002015109,0.00021312383,0.00019431533,0.00013257533,0.003549849,0.00064395653,0.001292277,0.00014319256,0.119257994],"category_scores_gemma":[0.00029368547,0.0002214655,0.00009884177,0.0006004322,0.000371879,0.0002900135,0.002358145,0.000331735,0.2514596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015785432,0.00051073433,0.00059450313,0.0001195098,0.00013026453,0.00017422295,0.0032029503,0.000051749113,0.007554776,0.0010810979,0.7110501,0.2753722],"study_design_scores_gemma":[0.00043895206,0.00026115245,0.009206031,0.000032281885,0.00004030442,0.00004995527,0.0006547831,0.0003172022,0.00070299837,0.000056187528,0.9879641,0.00027606505],"about_ca_topic_score_codex":0.00015563304,"about_ca_topic_score_gemma":0.0000025401973,"teacher_disagreement_score":0.62147397,"about_ca_system_score_codex":0.0005036845,"about_ca_system_score_gemma":0.0000018439547,"threshold_uncertainty_score":0.9977474},"labels":[],"label_agreement":null},{"id":"W6913082300","doi":"10.5282/rcc/9745","title":"Historic Lake Level Variability and Current Disasters on the Shores of Lake Tanganyika","year":2023,"lang":"en","type":"article","venue":"Universitätsbibliothek der LMU","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Shore; Current (fluid); Climate change; Global warming; Water level; Environmental change; Submersion (mathematics)","score_opus":0.03868004360061522,"score_gpt":0.2181837457503342,"score_spread":0.17950370214971897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913082300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98885125,0.00002175473,0.000375385,0.00076156924,0.00023900371,0.00024845143,0.00029694708,0.0000480996,0.009157526],"genre_scores_gemma":[0.99845546,0.000093153656,0.00006106031,0.00007374879,0.000019333618,9.87598e-7,0.000014536078,0.000005805564,0.0012758832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990122,0.00010293674,0.0001180203,0.00027219782,0.00029882076,0.00019585865],"domain_scores_gemma":[0.9992892,0.00024299798,0.000080725986,0.00029887364,0.000010784413,0.00007738331],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004527616,0.00011863697,0.00013729827,0.00025200495,0.0002065724,0.000019217283,0.00029690462,0.00004494156,0.0018373644],"category_scores_gemma":[0.00005025549,0.0000840889,0.000055682707,0.0014920376,0.0002556433,0.00022086073,0.00033906824,0.00010467719,0.0002828145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008666681,0.00023308475,0.73820406,0.000091870956,0.00008705606,0.000023647839,0.00462839,0.00025511193,0.0005765945,0.003833273,0.24177787,0.010202369],"study_design_scores_gemma":[0.00056203344,0.00012681526,0.5706716,0.0000543861,0.00008328055,0.000003318868,0.0018058703,0.0012462309,0.00016405582,0.0007178714,0.424235,0.00032954503],"about_ca_topic_score_codex":0.00015574087,"about_ca_topic_score_gemma":0.0021133628,"teacher_disagreement_score":0.1824571,"about_ca_system_score_codex":0.000095959425,"about_ca_system_score_gemma":0.000011430302,"threshold_uncertainty_score":0.9990751},"labels":[],"label_agreement":null},{"id":"W6920116754","doi":"10.60692/2pzzh-f2v97","title":"Land use, land cover and climate change impacts on the bird community in and around Lake Zeway, Ethiopia","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Habitat; Wetland; Land cover; Abundance (ecology); Climate change; Distribution (mathematics); Land use; Agriculture; Nonprobability sampling","score_opus":0.05666245533492783,"score_gpt":0.20502613521068758,"score_spread":0.14836367987575974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920116754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755883,7.242518e-7,0.0000469747,0.00009396292,0.000053729746,0.0002990613,0.00009144388,0.000034854012,0.0018204454],"genre_scores_gemma":[0.99948686,0.0000011792054,0.000010337749,0.0004523925,0.000016449096,0.000009216733,0.0000055710193,0.000003433405,0.000014543287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991967,0.00019796543,0.00020325971,0.00007494081,0.00016140826,0.00016569205],"domain_scores_gemma":[0.9995368,0.000053123575,0.00013542986,0.00020523234,0.000007334708,0.00006204377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861962,0.000107617765,0.00013536157,0.00004224412,0.0002784194,0.0001732254,0.000090894915,0.000075277865,0.00003070884],"category_scores_gemma":[0.000024674742,0.00006482103,0.000014583215,0.000078555444,0.000057419707,0.0006034752,0.00016741909,0.0001377553,0.00071322545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018034085,0.0000014232522,0.97450995,0.00007585489,0.000002993547,3.655019e-7,0.02522814,0.00001404922,2.9502425e-7,0.000025314184,0.000037823353,0.00008572368],"study_design_scores_gemma":[0.0004920993,0.000051752926,0.99280775,0.00010531661,0.000004841115,0.000010315749,0.0025122087,0.0032746461,0.0000063647317,0.0000014647138,0.00064042833,0.000092825816],"about_ca_topic_score_codex":0.0013813091,"about_ca_topic_score_gemma":0.00079306355,"teacher_disagreement_score":0.022715934,"about_ca_system_score_codex":0.000048261783,"about_ca_system_score_gemma":0.0000015715997,"threshold_uncertainty_score":0.9167308},"labels":[],"label_agreement":null},{"id":"W6925081156","doi":"10.15468/dl.yz8mfw","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange); Data set","score_opus":0.00927693998270657,"score_gpt":0.19685312037588865,"score_spread":0.18757618039318208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925081156","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074443425,0.000006640124,0.0000073101223,0.0001405228,0.0005466258,0.00037506956,0.99675333,0.0000646253,0.0013614198],"genre_scores_gemma":[0.000022239521,0.000032727203,0.00000272376,0.0006414239,8.805548e-7,0.0000023911089,0.9992963,4.2226076e-9,0.0000012853377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983305,0.00007011817,0.00038283505,0.00031167225,0.0005794521,0.0003254342],"domain_scores_gemma":[0.9988853,0.00002108866,0.00030375546,0.00057907106,0.000046134413,0.00016467855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029758297,0.0003024541,0.00030333534,0.00004672323,0.00041883677,0.00010656013,0.0007611063,0.00038948568,0.013232552],"category_scores_gemma":[0.000111214336,0.00029414304,0.00017011126,0.00040754877,0.00023679467,0.000821626,0.0011930361,0.00025780688,0.24085504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002422583,0.000038095728,0.012983405,0.00010112919,0.000020772051,0.0000023007183,0.000022163189,0.000013611275,2.8225033e-8,3.155092e-8,0.98580575,0.0009884594],"study_design_scores_gemma":[0.00025867313,0.000025841928,0.00033989406,0.0000035571081,0.00006108313,0.0000020829314,0.00008066255,4.215714e-7,0.0000014726527,6.661614e-7,0.998935,0.00029064692],"about_ca_topic_score_codex":0.004279195,"about_ca_topic_score_gemma":0.00015795509,"teacher_disagreement_score":0.22762248,"about_ca_system_score_codex":0.0007936146,"about_ca_system_score_gemma":0.00006726608,"threshold_uncertainty_score":0.99995106},"labels":[],"label_agreement":null},{"id":"W6929769447","doi":"10.5061/dryad.2s590","title":"Data from: Elevated temperature and acclimation time affect metabolic performance in the heavily exploited Nile perch of Lake Victoria","year":2017,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Acclimatization; Perch; Abiotic component; Climate change; Global warming; Aquatic animal; Freshwater fish; Ectotherm","score_opus":0.02570188034702909,"score_gpt":0.2539103949902186,"score_spread":0.22820851464318953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929769447","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46186173,0.00014849893,9.076086e-7,0.000019351426,0.00007584656,0.00022391391,0.537633,0.000007910187,0.000028860824],"genre_scores_gemma":[0.11162435,0.0020858394,0.00010029651,0.00006702254,0.00016572527,0.00000607765,0.88592595,0.000009543233,0.000015167487],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977748,0.000378386,0.00034220074,0.0008087876,0.00038891184,0.0003069483],"domain_scores_gemma":[0.9963863,0.000300102,0.00037660607,0.002854083,0.00000691206,0.000075984004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013877217,0.0003226466,0.00049479195,0.0000518659,0.00044292212,0.00020076647,0.003703132,0.00018140655,0.00017649237],"category_scores_gemma":[0.00002686343,0.0002188796,0.000021791899,0.00018439561,0.0001596521,0.00089475664,0.0037016766,0.00044600895,0.00009230145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014737448,0.00014219999,0.23505375,0.00069338566,0.00013122876,0.000016819447,0.0018626066,0.000049925482,0.0009826245,3.042025e-7,0.7599485,0.0009713066],"study_design_scores_gemma":[0.00045895355,0.000056088928,0.6027563,0.0006883672,0.00024600266,0.000010240139,0.0003301413,0.05164406,0.000006013981,0.0000071144405,0.34340987,0.00038685725],"about_ca_topic_score_codex":0.008568487,"about_ca_topic_score_gemma":0.075597204,"teacher_disagreement_score":0.41653863,"about_ca_system_score_codex":0.000012808575,"about_ca_system_score_gemma":0.000014522436,"threshold_uncertainty_score":0.9980335},"labels":[],"label_agreement":null},{"id":"W6930352164","doi":"10.5281/zenodo.11960928","title":"Ece r110 standard pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil and natural gas; Compressed natural gas; Plaintiff; Corporation; Natural gas; Instrumentation (computer programming)","score_opus":0.01890686489304368,"score_gpt":0.2110583508783421,"score_spread":0.1921514859852984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930352164","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009800851,0.000102071615,0.0005283204,0.00022679829,0.00018569396,0.00032739897,0.0006394057,0.0007189869,0.9971733],"genre_scores_gemma":[0.002789213,0.000100345016,0.00025179132,0.000088941706,0.00020244418,1.3879918e-8,0.0006840989,0.0036887352,0.9921944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850833,0.0001248837,0.00014831708,0.00048014004,0.0004602554,0.00027807086],"domain_scores_gemma":[0.9993403,0.0000047028543,0.000095865165,0.0003864436,0.000024248475,0.00014842022],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003783431,0.00016879803,0.00016708468,0.00011051575,0.0005646514,0.00040996875,0.0007966724,0.0001312156,0.67059934],"category_scores_gemma":[0.0000816804,0.00016000256,0.000060718503,0.0003002748,0.00017451707,0.000070372385,0.0018920909,0.0002516434,0.6647264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008451726,0.00002164009,0.000003778658,0.000071926224,0.000029326062,0.000022784576,0.00015500328,0.0000017873633,0.00007858294,0.00017589086,0.9887798,0.010651033],"study_design_scores_gemma":[0.00013929553,0.00009399212,0.000026704622,0.00007443648,0.000022051498,0.000026870044,0.00008748088,0.00003241599,0.000019640282,0.000090701105,0.99919695,0.00018948266],"about_ca_topic_score_codex":0.00017327967,"about_ca_topic_score_gemma":0.000007753274,"teacher_disagreement_score":0.010461551,"about_ca_system_score_codex":0.00027539037,"about_ca_system_score_gemma":0.0000012505773,"threshold_uncertainty_score":0.6524715},"labels":[],"label_agreement":null},{"id":"W6930655172","doi":"10.5281/zenodo.11562443","title":"VidaCalm Reviews (2024 Update) URGENT Official Website Scam Details Exposed!","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Complement (music); Active listening; Natural (archaeology); Ridiculous; Ringing; Hearing aid; Tinnitus","score_opus":0.03374326512546204,"score_gpt":0.22922750843888567,"score_spread":0.19548424331342362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930655172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012615776,0.0012788656,0.0007136675,0.00034161078,0.00066721765,0.00097404496,0.00057457126,0.0007964715,0.9945274],"genre_scores_gemma":[0.0017470815,0.0017337095,0.0003848642,0.00036347625,0.0006222224,1.1136292e-7,0.0014161991,0.0051842267,0.9885481],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976597,0.00031528922,0.00034952105,0.0007360198,0.0005232463,0.00041625332],"domain_scores_gemma":[0.99887085,0.00000599028,0.00020695441,0.0005840164,0.000028230834,0.0003039645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007950615,0.00028626173,0.00032974652,0.0001751287,0.00066569314,0.00049539586,0.0010652057,0.00018969552,0.5863884],"category_scores_gemma":[0.00018787336,0.00025859504,0.00014051503,0.0004918533,0.00018767136,0.00010551682,0.0024498622,0.0003631635,0.5828514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000089968835,0.000059891892,0.0000042827,0.0001578045,0.000037014215,0.000026986694,0.00014877155,0.0000021846906,0.0002008383,0.0000994755,0.97269654,0.026557192],"study_design_scores_gemma":[0.00013721312,0.00007575314,0.000025207582,0.00018746719,0.000053135012,0.000031616648,0.000052527885,0.00006778996,0.000024804373,0.000034146655,0.999016,0.00029435396],"about_ca_topic_score_codex":0.00012801825,"about_ca_topic_score_gemma":0.00001531696,"teacher_disagreement_score":0.026319424,"about_ca_system_score_codex":0.00032085727,"about_ca_system_score_gemma":0.0000028296365,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W6931341492","doi":"10.5281/zenodo.5383168","title":"Fig. 4 in Primitive New Ants in Cretaceous Amber from Myanmar, New Jersey, and Canada (Hymenoptera: Formicidae)","year":2005,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Holotype; Cretaceous; Genus; Margin (machine learning); Taxonomy (biology)","score_opus":0.014995697497501832,"score_gpt":0.1940246351584004,"score_spread":0.17902893766089858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931341492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032048017,0.00026098776,0.00014674764,0.00070199795,0.000097109005,0.00077169144,0.0006607231,0.00015258612,0.96516013],"genre_scores_gemma":[0.16451468,0.0010047985,0.0014056613,0.0009823007,0.0005775924,6.999485e-8,0.0033698485,0.004378547,0.82376647],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985068,0.000119879456,0.00021094736,0.0004759245,0.0003516166,0.00033483893],"domain_scores_gemma":[0.9993602,0.000013434322,0.00013147191,0.0002524583,0.000010646765,0.00023178503],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015693677,0.00019471884,0.00022989842,0.00011139072,0.00022112235,0.00014309656,0.0004919158,0.00012804117,0.13351195],"category_scores_gemma":[0.00007687052,0.00020095939,0.000019678371,0.00020531172,0.0000732084,0.00012499392,0.0010251375,0.00025242064,0.0041542063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021824017,0.000030431198,0.00087056204,0.000012150905,0.000015514694,0.000049078782,0.00059573207,0.00001371307,0.00007192404,0.000008171067,0.9618496,0.036461305],"study_design_scores_gemma":[0.00066465366,0.000043802243,0.011003752,0.0000902781,0.000008261085,0.00001102897,0.00022145672,0.00012633938,0.000013035961,0.000008777182,0.9875869,0.0002216859],"about_ca_topic_score_codex":0.69489473,"about_ca_topic_score_gemma":0.37275368,"teacher_disagreement_score":0.32214102,"about_ca_system_score_codex":0.00069564866,"about_ca_system_score_gemma":0.000016494076,"threshold_uncertainty_score":0.9966212},"labels":[],"label_agreement":null},{"id":"W6931545255","doi":"10.5281/zenodo.8423139","title":"Megalopinus EICHELBAUM 1915","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Margin (machine learning); Quarter (Canadian coin); Natural (archaeology)","score_opus":0.03184320940115773,"score_gpt":0.2166739799065682,"score_spread":0.18483077050541047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931545255","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31464055,0.00007030889,0.0019353352,0.00064051716,0.0002245113,0.00039424305,0.000109203895,0.00058116857,0.6814042],"genre_scores_gemma":[0.99724585,0.000013891849,0.00031021904,0.00014433109,0.00011313447,8.843934e-9,0.00019248074,0.00025239724,0.001727709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890864,0.00013984971,0.00012422593,0.00019934984,0.0002820879,0.0003458584],"domain_scores_gemma":[0.9994426,0.000008858952,0.000057595276,0.00025725857,0.000030721178,0.00020300479],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005854536,0.00008528387,0.000081103666,0.000029442412,0.0013727909,0.00016049999,0.00052418036,0.000043346892,0.071992375],"category_scores_gemma":[0.00013679791,0.00008116192,0.000034320776,0.00024759246,0.000114029725,0.00034450102,0.001201573,0.00011454716,0.08655302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002459142,0.00022016844,0.0023287828,0.000025484163,0.00002629076,0.000006401833,0.002056197,0.000022042042,0.004669946,0.0015073547,0.9297245,0.059388217],"study_design_scores_gemma":[0.00016006838,0.00005194685,0.013273978,0.000004532844,0.000006778033,0.00004074825,0.00018480315,0.0000908221,0.0003155995,0.000032678967,0.9857247,0.00011337504],"about_ca_topic_score_codex":0.0000771575,"about_ca_topic_score_gemma":7.6367195e-7,"teacher_disagreement_score":0.68260527,"about_ca_system_score_codex":0.00018513115,"about_ca_system_score_gemma":4.679728e-7,"threshold_uncertainty_score":0.9999273},"labels":[],"label_agreement":null},{"id":"W6939175813","doi":"10.60692/pctes-stw80","title":"The future of sub-Saharan Africa's biodiversity in the face of climate and societal change","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McGill University; Carleton University; Vancouver Island University","funders":"","keywords":"Climate change; Biodiversity; Population; Biodiversity conservation; Face (sociological concept); Population growth; Sustainability; Conservation psychology","score_opus":0.026889984187460123,"score_gpt":0.17700075555334072,"score_spread":0.15011077136588058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939175813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983044,0.00002675897,0.000020859727,0.00015747371,0.00009549815,0.0003356715,0.00034117035,0.0000075030257,0.0007106191],"genre_scores_gemma":[0.9999229,0.000005219984,0.00000551172,0.000035968187,0.0000074890577,0.000012680191,0.000004761187,6.434376e-7,0.000004876965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920654,0.00010064902,0.00021902942,0.000060860217,0.00029648654,0.00011640655],"domain_scores_gemma":[0.999582,0.000009608295,0.00024160308,0.00014299195,0.0000072006046,0.000016597018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078469334,0.0000603465,0.000098355085,0.000023608423,0.00035713593,0.000019138613,0.00021814888,0.000025665204,0.000026115975],"category_scores_gemma":[0.0000015498036,0.00003463628,0.000039568604,0.00017070833,0.000067132554,0.00022241194,0.00028015804,0.00006316983,0.00004640464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003126628,0.000003205217,0.8122174,0.00009744052,0.000008288113,7.5609694e-7,0.18614137,0.000030577834,0.0000031976042,0.000023827766,0.0007990216,0.0006436112],"study_design_scores_gemma":[0.00049463264,0.000068586865,0.7127737,0.000012580038,0.000016521042,0.00001151775,0.28022197,0.0010235084,0.000055277873,7.739309e-7,0.0052311677,0.00008978463],"about_ca_topic_score_codex":0.000075790624,"about_ca_topic_score_gemma":0.000006022517,"teacher_disagreement_score":0.09944377,"about_ca_system_score_codex":0.0000619772,"about_ca_system_score_gemma":0.0000025998945,"threshold_uncertainty_score":0.27468368},"labels":[],"label_agreement":null},{"id":"W6939313505","doi":"10.60692/mq6en-2kp95","title":"Evaluation of water quality and eutrophication status of Hawassa Lake based on different water quality indices","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eutrophication; Water quality; Hydrology (agriculture); Nutrient; Pollutant; Index (typography); Trophic state index; Water pollution","score_opus":0.08039835494626581,"score_gpt":0.2592064870659751,"score_spread":0.1788081321197093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939313505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962496,0.0000011197073,0.0011809593,0.000062418185,0.0000883108,0.00031466884,0.0002021119,0.00001791269,0.0018828933],"genre_scores_gemma":[0.999714,1.776159e-7,0.00005881649,0.000041888008,0.0000079789825,0.0000144144915,0.00014347427,0.000002566338,0.000016691443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735117,0.00052992493,0.00073196564,0.00015984307,0.001033712,0.00019337557],"domain_scores_gemma":[0.9990668,0.000014594961,0.0003676443,0.00030757807,0.00017142197,0.00007192727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022316244,0.00012176915,0.00025493244,0.00006261274,0.00008978518,0.000034518624,0.00007811898,0.00008739272,0.0005045076],"category_scores_gemma":[0.000037568243,0.0000715176,0.000055687316,0.000067616704,0.000059020156,0.00032278596,0.0000950824,0.000050216713,0.00015479176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055542074,0.00001564911,0.97582024,0.00042582187,0.000025246381,1.882449e-7,0.021559397,0.0007582791,0.000697941,0.000026127409,0.000008745669,0.00060680346],"study_design_scores_gemma":[0.0010814095,0.00004760895,0.9378716,0.00006140598,0.00006146013,8.6047095e-7,0.0040748664,0.007834495,0.04878426,0.0000052719524,0.000056500576,0.0001202811],"about_ca_topic_score_codex":0.0001724368,"about_ca_topic_score_gemma":0.00003585985,"teacher_disagreement_score":0.04808632,"about_ca_system_score_codex":0.00018472873,"about_ca_system_score_gemma":0.000016856153,"threshold_uncertainty_score":0.55240047},"labels":[],"label_agreement":null},{"id":"W6948812330","doi":"10.5281/zenodo.11990140","title":"Orca pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Predation; Bottlenose dolphin; Fish <Actinopterygii>; Population","score_opus":0.021164364361417484,"score_gpt":0.2070348723602565,"score_spread":0.18587050799883903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948812330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006185125,0.000086259475,0.0002636346,0.00018794269,0.0001708324,0.00027771704,0.0002608037,0.0007115893,0.99797934],"genre_scores_gemma":[0.002479047,0.000062795494,0.00015270423,0.00008405221,0.0001894582,1.0104882e-8,0.0006163922,0.003441446,0.9929741],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987433,0.000107304775,0.00012721305,0.0004337513,0.00034228642,0.00024614233],"domain_scores_gemma":[0.99941516,0.000003790885,0.0000807872,0.0003561968,0.000015993932,0.00012805559],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028668166,0.00014794026,0.0001351268,0.00010436295,0.0005015786,0.00033601906,0.0007577407,0.00012199314,0.73228],"category_scores_gemma":[0.000065989625,0.00013944197,0.00005451818,0.00028603052,0.00014795175,0.00005821806,0.0018398357,0.00021625764,0.8026089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003158519,0.000026740432,0.0000027407377,0.00006084233,0.000024888277,0.00002016335,0.00013219894,0.000001174212,0.000083515166,0.00018362569,0.9904312,0.009029784],"study_design_scores_gemma":[0.000096848795,0.00005507241,0.000032137305,0.000059658745,0.000019041967,0.000029617553,0.00006489844,0.000044468383,0.000010552538,0.000073671064,0.9993479,0.00016612804],"about_ca_topic_score_codex":0.00020692262,"about_ca_topic_score_gemma":0.0000052433343,"teacher_disagreement_score":0.070328906,"about_ca_system_score_codex":0.00018172349,"about_ca_system_score_gemma":7.257655e-7,"threshold_uncertainty_score":0.56862783},"labels":[],"label_agreement":null},{"id":"W6949009631","doi":"10.5281/zenodo.14023831","title":"Перспективи використання кверцетину як діючої речовини м'яких лікарських форм для лікування опікових ран (огляд літератури)","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ingredient; Action (physics); Burn wound; Medical treatment","score_opus":0.03226154165203422,"score_gpt":0.22219616520976052,"score_spread":0.18993462355772628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949009631","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15553811,0.0040634493,0.0069523305,0.008427617,0.0034464991,0.003606379,0.0048314473,0.0044176495,0.80871654],"genre_scores_gemma":[0.9668464,0.0009906943,0.0003812839,0.00041541966,0.0008434255,1.8328566e-7,0.0015550525,0.0021270562,0.026840482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99326384,0.00092178513,0.0008976617,0.0018324341,0.0016283459,0.0014559084],"domain_scores_gemma":[0.99720573,0.00011597125,0.0002746347,0.0013204776,0.00023740297,0.0008457889],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022110362,0.00067893695,0.00059294794,0.0004173684,0.004976672,0.0033956629,0.0028591256,0.0003901658,0.17181095],"category_scores_gemma":[0.0005370727,0.0006859002,0.0003512983,0.0018580366,0.00088735606,0.0011413565,0.0051182066,0.0010963762,0.27350566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013540778,0.0005506927,0.0001665338,0.00072201283,0.0003115021,0.00040676177,0.0050465157,0.00014338747,0.0071423654,0.006387203,0.8047203,0.17426737],"study_design_scores_gemma":[0.0007059728,0.00060648797,0.002219867,0.0003209748,0.00014372186,0.00025447272,0.0014183023,0.0048875515,0.0006343771,0.00040535783,0.98756987,0.0008330314],"about_ca_topic_score_codex":0.00075461675,"about_ca_topic_score_gemma":0.000022657117,"teacher_disagreement_score":0.81130826,"about_ca_system_score_codex":0.0013115775,"about_ca_system_score_gemma":0.000023168692,"threshold_uncertainty_score":0.9995592},"labels":[],"label_agreement":null},{"id":"W6950293744","doi":"10.5281/zenodo.6954626","title":"Doratura stylata","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apex (geometry); Aedeagus; Vertex (graph theory); Sagittal plane; Seta; Median plane","score_opus":0.024967062861767298,"score_gpt":0.1985408147354169,"score_spread":0.1735737518736496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950293744","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40452814,0.00003726028,0.00095463503,0.0013467782,0.00020911222,0.0005571362,0.0005864167,0.0007157586,0.59106475],"genre_scores_gemma":[0.99673027,0.000005046971,0.000123351,0.00017534438,0.000031613712,1.5720879e-8,0.0005222815,0.00022799801,0.002184082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885595,0.00020678825,0.00010572486,0.00025664255,0.000373479,0.0002014043],"domain_scores_gemma":[0.9995583,0.0000071298837,0.00005656805,0.00026504404,0.000021976388,0.000090974405],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052325905,0.00006505848,0.000064444626,0.000039595205,0.0036467973,0.00018747394,0.0007853882,0.0000167326,0.20538396],"category_scores_gemma":[0.00006676921,0.00006715686,0.000028034356,0.00036861532,0.00008198657,0.00014659086,0.0034289556,0.00017321983,0.02159211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003230124,0.000118421354,0.00016684669,0.000008901696,0.000013197044,0.000021856606,0.0009763228,0.00029411766,0.0035213355,0.0009254581,0.95522326,0.038697995],"study_design_scores_gemma":[0.00017831547,0.00011842942,0.0017970772,0.0000013160841,0.000003936052,0.000053086485,0.0004895094,0.00040856827,0.000057679077,0.000074694006,0.99672556,0.000091835354],"about_ca_topic_score_codex":0.00007371387,"about_ca_topic_score_gemma":5.4665026e-7,"teacher_disagreement_score":0.5922021,"about_ca_system_score_codex":0.00025136734,"about_ca_system_score_gemma":6.3138435e-7,"threshold_uncertainty_score":0.9976503},"labels":[],"label_agreement":null},{"id":"W6957598912","doi":"10.60692/26x1a-skx28","title":"Future success and ways forward for scientific approaches on the African Great Lakes","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; International Institute for Sustainable Development","funders":"","keywords":"Livelihood; Agency (philosophy); Riparian zone; Traditional knowledge; Balance of nature; Balance (ability)","score_opus":0.0692647942203881,"score_gpt":0.1864249177587156,"score_spread":0.11716012353832751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957598912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915015,6.326928e-7,0.0012865004,0.00046367498,0.00033931166,0.00068682234,0.00022831715,0.00011544399,0.0053777616],"genre_scores_gemma":[0.99931484,6.114431e-8,0.00005111587,0.00004617718,0.000054505104,0.00006911992,0.000025752664,0.0000035194737,0.00043488227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991176,0.00002709735,0.00020793382,0.0001615618,0.00027920105,0.00020657018],"domain_scores_gemma":[0.99953693,0.000018667255,0.00013293064,0.00023690522,0.000013765848,0.000060772032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007084142,0.00011318645,0.00011727087,0.00007038151,0.0006658731,0.0002803747,0.00019473319,0.000057825164,0.00004350656],"category_scores_gemma":[0.000010964511,0.00006437736,0.000049290295,0.00030387973,0.0000945517,0.00038434248,0.00011495332,0.000042589498,0.0013457704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012033636,0.0000052285554,0.75862867,0.00070356973,0.00006802126,0.0000023969747,0.20079637,0.00045354286,0.0000063208863,0.0047931266,0.028759312,0.0056630936],"study_design_scores_gemma":[0.0021841528,0.00028487467,0.48642084,0.00021274525,0.0001141559,0.000033377604,0.2963161,0.14025055,0.00084113725,0.00006336619,0.072278924,0.0009997846],"about_ca_topic_score_codex":0.000011392912,"about_ca_topic_score_gemma":0.00000534636,"teacher_disagreement_score":0.27220786,"about_ca_system_score_codex":0.00007138769,"about_ca_system_score_gemma":0.0000046563123,"threshold_uncertainty_score":0.9994318},"labels":[],"label_agreement":null},{"id":"W6976587569","doi":"10.60692/pnvbk-24n31","title":"Coupled human and natural system dynamics as key to the sustainability of Lake Victoria's ecosystem services","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"System dynamics; Causal loop diagram; Sustainability; Ecosystem services; Vulnerability (computing); Social connectedness; Key (lock); Ecological systems theory; Stock (firearms)","score_opus":0.005072002832427991,"score_gpt":0.17450588371807954,"score_spread":0.16943388088565156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976587569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351674,8.010115e-7,0.0024257163,0.00008196848,0.0003714519,0.0008319346,0.00012682186,0.00009262976,0.002551904],"genre_scores_gemma":[0.9997157,1.7497376e-8,0.000037198268,0.000051027888,0.000047657228,0.000023594199,0.000021834756,0.000005167863,0.00009778729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836475,0.00014392381,0.0006126711,0.00019605925,0.00044409386,0.00023850787],"domain_scores_gemma":[0.99886334,0.000017607255,0.000433333,0.00046055677,0.00010909706,0.00011608254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011371678,0.00018497097,0.00030223344,0.00006149571,0.00036430196,0.0001317459,0.0003495843,0.00009576845,0.000026560452],"category_scores_gemma":[0.000018456456,0.00011939884,0.0000604356,0.00020295454,0.000040930943,0.0004410387,0.00029893665,0.00007940425,0.0005269255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044867207,0.000002965409,0.94588697,0.0027475748,0.000033324082,9.92522e-7,0.048506387,0.0006053774,0.0000036032816,0.0020085548,0.00004874983,0.00011063577],"study_design_scores_gemma":[0.0013522899,0.00022869681,0.5017385,0.00046606368,0.000093991235,0.00007084097,0.16227442,0.32944292,0.000082014085,0.0000064029596,0.0036994517,0.0005444061],"about_ca_topic_score_codex":0.0005668028,"about_ca_topic_score_gemma":0.00082108926,"teacher_disagreement_score":0.44414845,"about_ca_system_score_codex":0.00050491834,"about_ca_system_score_gemma":0.00001005155,"threshold_uncertainty_score":0.67727363},"labels":[],"label_agreement":null},{"id":"W6976660943","doi":"10.60692/2sks7-gsf66","title":"Land use, land cover and climate change impacts on the bird community in and around Lake Zeway, Ethiopia","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Habitat; Wetland; Land cover; Abundance (ecology); Climate change; Distribution (mathematics); Land use; Agriculture; Nonprobability sampling","score_opus":0.05666245533492783,"score_gpt":0.20502613521068758,"score_spread":0.14836367987575974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976660943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755883,7.242518e-7,0.0000469747,0.00009396292,0.000053729746,0.0002990613,0.00009144388,0.000034854012,0.0018204454],"genre_scores_gemma":[0.99948686,0.0000011792054,0.000010337749,0.0004523925,0.000016449096,0.000009216733,0.0000055710193,0.000003433405,0.000014543287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991967,0.00019796543,0.00020325971,0.00007494081,0.00016140826,0.00016569205],"domain_scores_gemma":[0.9995368,0.000053123575,0.00013542986,0.00020523234,0.000007334708,0.00006204377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861962,0.000107617765,0.00013536157,0.00004224412,0.0002784194,0.0001732254,0.000090894915,0.000075277865,0.00003070884],"category_scores_gemma":[0.000024674742,0.00006482103,0.000014583215,0.000078555444,0.000057419707,0.0006034752,0.00016741909,0.0001377553,0.00071322545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018034085,0.0000014232522,0.97450995,0.00007585489,0.000002993547,3.655019e-7,0.02522814,0.00001404922,2.9502425e-7,0.000025314184,0.000037823353,0.00008572368],"study_design_scores_gemma":[0.0004920993,0.000051752926,0.99280775,0.00010531661,0.000004841115,0.000010315749,0.0025122087,0.0032746461,0.0000063647317,0.0000014647138,0.00064042833,0.000092825816],"about_ca_topic_score_codex":0.0013813091,"about_ca_topic_score_gemma":0.00079306355,"teacher_disagreement_score":0.022715934,"about_ca_system_score_codex":0.000048261783,"about_ca_system_score_gemma":0.0000015715997,"threshold_uncertainty_score":0.9167308},"labels":[],"label_agreement":null},{"id":"W6976873916","doi":"10.6084/m9.figshare.20539056.v2","title":"File 3. Taxonomy and Quality Counts","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Taxonomy (biology); Completeness (order theory); Quality (philosophy); Data quality","score_opus":0.11107331287544454,"score_gpt":0.2554523747941808,"score_spread":0.14437906191873628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976873916","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.8487843e-7,0.000009753379,1.209478e-8,0.000004317049,0.0000401417,0.00010887028,0.9965797,0.000015027885,0.0032412598],"genre_scores_gemma":[7.8204783e-7,0.0000031211443,0.000006587558,0.000058041827,0.000037201695,0.000040625888,0.9970206,0.0000022760141,0.0028307776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995682,0.000014078975,0.00006606533,0.00015453732,0.00011519827,0.00008189575],"domain_scores_gemma":[0.9996942,0.00005344182,0.00006275431,0.00014722788,0.0000022990998,0.000040019582],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003208296,0.0000696138,0.00008738809,0.00000721294,0.000049267783,0.000018164466,0.00012863509,0.00009428832,0.8760617],"category_scores_gemma":[0.00014177887,0.00006180187,0.000020181635,0.00004059706,0.0000064456253,0.000027297894,0.00030615408,0.00007478407,0.40398136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.2362153e-7,0.000002734875,0.000021184134,0.000059354417,0.000002380233,0.00000370154,8.22417e-7,9.4523855e-8,2.1897556e-8,2.6352092e-8,0.99976665,0.00014278918],"study_design_scores_gemma":[0.000021514381,0.000004041365,0.002266174,0.0001153902,0.0000025646825,4.7003402e-7,0.0000035086432,0.000003636608,1.6512085e-7,8.7570095e-7,0.9974973,0.00008435646],"about_ca_topic_score_codex":0.0006623062,"about_ca_topic_score_gemma":0.00049463165,"teacher_disagreement_score":0.47208032,"about_ca_system_score_codex":0.000036417434,"about_ca_system_score_gemma":0.0000059395566,"threshold_uncertainty_score":0.5964827},"labels":[],"label_agreement":null},{"id":"W6980180256","doi":"","title":"Benthic nutrient cycling, the role of fish in nitrogen and phosphorus regeneration in the rocky littoral zone of Lake Malawi/Nyasa/Niassa, Africa","year":2006,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benthic zone; Littoral zone; Nutrient; Phosphorus; Nitrogen; Fish <Actinopterygii>","score_opus":0.002933901441421057,"score_gpt":0.13613672248943878,"score_spread":0.13320282104801773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980180256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96355397,0.00047933904,0.0000017766482,0.00045937262,0.00005589774,0.0002833767,0.0003234761,0.0000011004641,0.034841675],"genre_scores_gemma":[0.99822354,0.00017868615,0.000055548935,0.00010345251,0.000014377024,0.000008261768,0.00007712325,0.0000062025065,0.0013328287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980689,0.00009914176,0.0003639025,0.00019643806,0.0011029391,0.00016867116],"domain_scores_gemma":[0.99935025,0.00012136299,0.00032553356,0.0001548292,4.7015513e-7,0.00004756653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050006267,0.00014775887,0.00023953292,0.000017546206,0.00009602757,0.000011102006,0.00023874162,0.000051924246,0.00003184947],"category_scores_gemma":[0.000003181088,0.00010621946,0.000027437329,0.00010593587,0.00007092459,0.00012007154,0.00008006128,0.00014443674,3.2587084e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045454758,0.00012425908,0.9816268,0.00019823539,0.000035173514,0.000021490909,0.0016884904,0.00028814183,0.0062491177,0.0037069167,0.0018796679,0.0037271406],"study_design_scores_gemma":[0.0006137498,0.00013129316,0.8616023,0.00026847303,0.00005594409,0.000002396609,0.01821377,0.0021454613,0.09268295,0.0020178736,0.021959228,0.00030654718],"about_ca_topic_score_codex":0.044485014,"about_ca_topic_score_gemma":0.746759,"teacher_disagreement_score":0.702274,"about_ca_system_score_codex":0.000014472193,"about_ca_system_score_gemma":0.00018510206,"threshold_uncertainty_score":0.9618778},"labels":[],"label_agreement":null},{"id":"W6981789123","doi":"","title":"Feature Story: Balloon project soaring skyward across Canada","year":2015,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Altitude (triangle); Launched; Balloon; Feature (linguistics); Effects of high altitude on humans","score_opus":0.011278410120775224,"score_gpt":0.19054565035137383,"score_spread":0.17926724023059862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981789123","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0210817,0.0005262098,0.0002428044,0.6218782,0.0010164995,0.0010996304,0.0012419461,0.00024787567,0.35266513],"genre_scores_gemma":[0.00035151007,0.000045192526,0.000963799,0.00002382683,0.00004985103,1.02179555e-7,0.000036843205,0.000049058635,0.99847984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998647,0.00006625991,0.000006835073,0.00039571724,0.0005485946,0.0003356073],"domain_scores_gemma":[0.99915457,0.000011357517,0.00029167603,0.00037541403,0.000017206867,0.00014976662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021238663,0.00022416402,0.00036099905,0.00003329815,0.00019153727,0.000010238532,0.0005411087,0.00028728828,0.00019264576],"category_scores_gemma":[0.000012679851,0.0002527304,0.00007687943,0.00021259276,0.00021039178,0.00009066369,0.00046927898,0.00027798078,0.0001686243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010219411,0.000006744402,0.004458644,0.00005332031,0.00004450513,0.00009054589,0.00023982844,0.000008821538,0.0000071870636,0.0000035578912,0.9946265,0.00045013023],"study_design_scores_gemma":[0.00033524047,0.000038569196,0.000386447,0.0001031271,0.000049444683,0.0000055975133,0.006260536,0.00004251821,0.0000015561827,1.496418e-7,0.99249876,0.00027803367],"about_ca_topic_score_codex":0.36616102,"about_ca_topic_score_gemma":0.9704564,"teacher_disagreement_score":0.6458147,"about_ca_system_score_codex":0.0008442482,"about_ca_system_score_gemma":0.00024002092,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W6986748171","doi":"","title":"Ramaco Resources, Inc. Reports Fourth Quarter and Full Year 2017 Financial Results","year":2018,"lang":"en","type":"other","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Payment; Work (physics)","score_opus":0.007755828465681051,"score_gpt":0.1883030892364686,"score_spread":0.18054726077078756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986748171","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009570256,0.000025991412,0.00004608823,0.00010637015,0.0003232169,0.00024735258,0.000080769954,0.00007329281,0.9895267],"genre_scores_gemma":[0.004395536,0.000028775954,0.0020333065,0.00012117087,0.00045642696,0.0000023965645,0.00003662557,0.0000423987,0.9928834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987848,0.00003331412,0.00022133121,0.00048975035,0.00026384142,0.00020700123],"domain_scores_gemma":[0.9991936,0.000011641597,0.00028487018,0.00039864515,0.000003883383,0.0001073506],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029831607,0.00018209973,0.00021676168,0.000036783484,0.000093853756,0.000033306045,0.00013700625,0.00028309794,0.015543649],"category_scores_gemma":[0.000034497156,0.0001392941,0.000037718222,0.00004772752,0.00018679105,0.000038986702,0.00026902015,0.00008749506,0.0054667345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020687405,0.000014383029,0.004519545,0.00000909554,0.0000070881442,0.00006269698,0.00009260444,7.352898e-8,0.000010145525,0.0000028766303,0.99494606,0.00031474562],"study_design_scores_gemma":[0.00024504954,0.00010313536,0.004869756,0.00003952879,0.000016530192,0.000030100864,0.000036436035,0.000014184296,0.0000037801353,0.00003177093,0.99439347,0.00021628763],"about_ca_topic_score_codex":0.005070738,"about_ca_topic_score_gemma":0.00797514,"teacher_disagreement_score":0.010076914,"about_ca_system_score_codex":0.000041656636,"about_ca_system_score_gemma":0.000009078858,"threshold_uncertainty_score":0.9953076},"labels":[],"label_agreement":null},{"id":"W6987487168","doi":"","title":"Suggestion to set mesh size limits and restrict the fishing methods and the type of fishing gears on Lakes Victoria and Kyoga.","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Fishing; Lates; Fish <Actinopterygii>; Oreochromis; Artisanal fishing; Commercial fishing","score_opus":0.025236067275217138,"score_gpt":0.28062181045866247,"score_spread":0.2553857431834453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987487168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478167,0.00087623973,0.00013880718,0.035553034,0.0013692257,0.0012046681,0.00038907994,0.00003471981,0.012617517],"genre_scores_gemma":[0.5391071,0.0020551432,0.0071075163,0.0013784047,0.00035745816,0.00002714355,0.003642255,0.000044097113,0.4462809],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854547,0.00023907541,0.00026374476,0.00043345374,0.000389361,0.00012888345],"domain_scores_gemma":[0.9975755,0.0015075151,0.00024360667,0.00021968238,0.00035088867,0.00010275916],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00084172946,0.00018044947,0.00019346662,0.00026303504,0.0016210933,0.0005308365,0.00020157026,0.00012558595,0.00043867325],"category_scores_gemma":[0.0023187494,0.00011658168,0.00002204251,0.0029331353,0.0005588317,0.00034584993,0.00022018835,0.00019302093,0.000021168005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055481443,0.00017331405,0.02783334,0.00024206987,0.00029398716,0.0000019919273,0.052459806,0.00033616644,0.002100734,0.20723683,0.70533746,0.0039287866],"study_design_scores_gemma":[0.0014559639,0.00016752168,0.2714973,0.00062305643,0.00073419505,0.00011628367,0.01628154,0.0015985826,0.00026378297,0.007718819,0.6983765,0.001166466],"about_ca_topic_score_codex":0.00015153919,"about_ca_topic_score_gemma":0.00037824005,"teacher_disagreement_score":0.43366337,"about_ca_system_score_codex":0.00009658803,"about_ca_system_score_gemma":0.00010998908,"threshold_uncertainty_score":0.9996787},"labels":[],"label_agreement":null},{"id":"W6989333614","doi":"","title":"Appropriate fishing gears for exploiting Nile Perch, Nile Tilapia and Mukene","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Trawling; Nile tilapia; Fishing; Oreochromis; Netting; Artisanal fishing","score_opus":0.01873899452186382,"score_gpt":0.22371163654827436,"score_spread":0.20497264202641055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989333614","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8930177,0.0011394866,0.00244195,0.014721997,0.0037396809,0.0034276044,0.0023316466,0.00025748234,0.07892241],"genre_scores_gemma":[0.07297324,0.00025345734,0.0057713883,0.00031224499,0.00033527907,0.00004961157,0.023801599,0.000049387367,0.8964538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806356,0.00005499705,0.00036970084,0.0007643896,0.00048056812,0.00026677063],"domain_scores_gemma":[0.99846435,0.0002503234,0.00031183823,0.0002509761,0.00054094265,0.0001815858],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037481223,0.00027433276,0.00024468,0.0005859238,0.0025691108,0.0008073348,0.0002588455,0.00021293301,0.0038926937],"category_scores_gemma":[0.0006322726,0.00026175228,0.000057422953,0.0029676824,0.0003697442,0.0008053806,0.00027823914,0.00017205489,0.00021249271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044385897,0.00021707288,0.008348803,0.00027853283,0.000120415025,0.0000021051321,0.009106936,0.00014502421,0.0013598071,0.032191157,0.94659793,0.0016277768],"study_design_scores_gemma":[0.00070106867,0.000044909095,0.010381206,0.00029626628,0.00030612797,0.00008017469,0.0076487004,0.0024123373,0.00021145582,0.0054459446,0.97128654,0.0011852904],"about_ca_topic_score_codex":0.00013816304,"about_ca_topic_score_gemma":0.0005030482,"teacher_disagreement_score":0.8200445,"about_ca_system_score_codex":0.00030857464,"about_ca_system_score_gemma":0.00024489683,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W6990351927","doi":"","title":"The decline of the native fisheries of Lakes Kyoga and Victoria and the impact of Nile perch, Lates niloticus on these fisheries","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Lates; Habitat; Netting; Competition (biology); Introduced species; Fish stock; Predator; Fishing","score_opus":0.01049202896250039,"score_gpt":0.22044409330009646,"score_spread":0.20995206433759606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990351927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841068,0.00046067705,0.0000042512324,0.006584337,0.00037522498,0.0005368006,0.000507446,0.000006651857,0.007417845],"genre_scores_gemma":[0.88722116,0.00048202803,0.000069897826,0.000040499268,0.00004091837,0.000006873058,0.0005783352,0.000009648235,0.11155064],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99873406,0.00014748746,0.00033125211,0.00025016203,0.0004329543,0.000104066996],"domain_scores_gemma":[0.9976237,0.0009918379,0.00048141798,0.00025585745,0.000603127,0.00004404996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941841,0.00017056627,0.00022471773,0.00015139033,0.0011768219,0.00017057813,0.0002989295,0.00009091221,0.00076787255],"category_scores_gemma":[0.0011179518,0.00008081785,0.00006567012,0.0021793465,0.0026704075,0.00024029857,0.00027302172,0.00011990704,0.000004229901],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011711958,0.0005835016,0.28513095,0.0003190722,0.00086602196,5.258995e-7,0.08222489,0.00031786476,0.001557403,0.21799587,0.4101664,0.00072036055],"study_design_scores_gemma":[0.0017463728,0.000244917,0.8211284,0.0005471013,0.0005887823,0.000036002493,0.027040884,0.0008409061,0.0013897526,0.023974711,0.12167386,0.00078826083],"about_ca_topic_score_codex":0.00042863665,"about_ca_topic_score_gemma":0.001480437,"teacher_disagreement_score":0.5359975,"about_ca_system_score_codex":0.00008133749,"about_ca_system_score_gemma":0.00020919969,"threshold_uncertainty_score":0.9839228},"labels":[],"label_agreement":null},{"id":"W7002139228","doi":"","title":"Major factors to influence the future prospects for fish production and biodiversity in Lake Victoria","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Institute for Cancer Research","keywords":"Biodiversity; Production (economics); Fish <Actinopterygii>; Fish farming; Fishing; Aquaculture","score_opus":0.008722335754038545,"score_gpt":0.20547063827968584,"score_spread":0.1967483025256473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002139228","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97126496,0.00010287598,0.000025190775,0.02256853,0.0018539063,0.0016980428,0.0011624971,0.00003298541,0.001290988],"genre_scores_gemma":[0.22293612,0.0002704181,0.0016280146,0.0011598987,0.00077423087,0.00008915826,0.025282998,0.000036571208,0.7478226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985085,0.00004341691,0.00023656023,0.0006377984,0.0003874585,0.0001862783],"domain_scores_gemma":[0.9988527,0.0001092211,0.00018438381,0.00023115925,0.000502375,0.000120109864],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025206216,0.00021433443,0.00016467292,0.0005524494,0.0019082208,0.00041369995,0.0002503181,0.00015537463,0.0009239958],"category_scores_gemma":[0.0006236102,0.00016458934,0.000031080566,0.0046445136,0.00027650723,0.00055321277,0.00020375212,0.00015841906,0.000104715364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005628828,0.00013997435,0.21059166,0.00010172985,0.00004484424,6.3567376e-7,0.008772972,0.0001349377,0.00028513948,0.009623805,0.77021134,0.00008736024],"study_design_scores_gemma":[0.0001944592,0.000022299791,0.2933081,0.000083532,0.000084986,0.000010356857,0.0032448655,0.00002026108,0.00009173435,0.0007088459,0.7018261,0.0004044724],"about_ca_topic_score_codex":0.00007909221,"about_ca_topic_score_gemma":0.013791806,"teacher_disagreement_score":0.74832886,"about_ca_system_score_codex":0.0002914915,"about_ca_system_score_gemma":0.00018181214,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W7010789381","doi":"","title":"Keeping a finger on the pulse of East African weakly electric fishes: ecology and hypoxia tolerance of mormyrids in Lake Nabugabo, Uganda","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Geographic Society","keywords":"Hypoxia (environmental); Wetland; Pulse (music); Waterfowl; Population","score_opus":0.013737183907564102,"score_gpt":0.20428441987101684,"score_spread":0.19054723596345274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010789381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247511,0.00006758908,2.3189475e-8,0.000032577384,0.00022807233,0.0005453666,0.00048366652,0.00001547005,0.073876135],"genre_scores_gemma":[0.99815035,0.00012113842,0.000045327928,0.00009047825,0.000012896097,0.000035794445,0.000050216157,0.000029424229,0.0014643817],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99740463,0.00025557933,0.0006576421,0.000674047,0.00053781486,0.00047028836],"domain_scores_gemma":[0.9979711,0.00027163565,0.0009694182,0.0006183501,0.000051957148,0.00011750337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010395447,0.00039998244,0.00072350045,0.00017356923,0.000634847,0.000031357366,0.00076791947,0.00041912994,0.00071293104],"category_scores_gemma":[0.000602587,0.000331954,0.00015996264,0.00036096113,0.00016362684,0.00030927992,0.00015941255,0.00072398066,0.000068783105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002780649,0.0024286783,0.20480101,0.0024310458,0.0006993851,0.00028896198,0.001049388,0.0005201278,0.40043312,0.01284109,0.00019318753,0.37153336],"study_design_scores_gemma":[0.0011392601,0.00064641034,0.95396525,0.0008280343,0.00015098638,0.000016579914,0.0008153882,0.00024686567,0.028471809,0.0020917635,0.010705593,0.00092205126],"about_ca_topic_score_codex":0.002055866,"about_ca_topic_score_gemma":0.05015637,"teacher_disagreement_score":0.7491643,"about_ca_system_score_codex":0.00029478944,"about_ca_system_score_gemma":0.000025734571,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W7010962481","doi":"","title":"Le revivalisme musical de l'ancestrale tradition Gnawa : analyse descriptive de la démarche artistique des musiciens revivalistes Gnawa","year":2021,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Eroticism; Musical; Painting","score_opus":0.0181443706262298,"score_gpt":0.2018792431933271,"score_spread":0.18373487256709728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010962481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60955226,0.0035176887,0.0072824843,0.0020863034,0.00051370385,0.00095812726,0.00082272413,0.00022894864,0.37503776],"genre_scores_gemma":[0.7520413,0.012439409,0.009537815,0.00040179334,0.00054138084,0.0000064298447,0.0004255615,0.00023227862,0.22437406],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99377334,0.0019854612,0.0005002357,0.0015858756,0.00079550466,0.0013595907],"domain_scores_gemma":[0.99668974,0.0005124544,0.00072161737,0.00088618515,0.00014906129,0.0010409429],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008608625,0.0009624807,0.0012184521,0.00038874274,0.0015634781,0.00021403459,0.0014163484,0.001120659,0.007398105],"category_scores_gemma":[0.00019307999,0.0011700385,0.00088906655,0.0014562255,0.0022156534,0.00060525775,0.0009268107,0.0011554684,0.00024124724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009310524,0.003591764,0.2573656,0.0030090006,0.0027462475,0.027450804,0.10669348,0.0025825214,0.2988669,0.16769552,0.0601769,0.06889019],"study_design_scores_gemma":[0.004151376,0.0008173712,0.22376852,0.0037617479,0.0031998362,0.0012198435,0.03826668,0.0033244886,0.013910356,0.0023239972,0.7018589,0.0033969302],"about_ca_topic_score_codex":0.10777025,"about_ca_topic_score_gemma":0.0654552,"teacher_disagreement_score":0.64168197,"about_ca_system_score_codex":0.007714747,"about_ca_system_score_gemma":0.0015704039,"threshold_uncertainty_score":0.99973637},"labels":[],"label_agreement":null},{"id":"W7011063121","doi":"","title":"Local level perspectives of wetland management policy and practices in Bangladesh: a case of Hakaloki Haor","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Livelihood; Wetland; Natural resource; Natural resource management; Scarcity; Ecosystem management; Resource (disambiguation); Resource management (computing)","score_opus":0.028804398139838115,"score_gpt":0.25184377315416706,"score_spread":0.22303937501432894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011063121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98694617,0.00011520213,0.00007802187,0.00015631317,0.000032673983,0.0002779542,0.00009792986,0.0000052664973,0.012290474],"genre_scores_gemma":[0.99782175,0.00014018841,0.00093652034,0.000002234609,0.000008486386,1.7629455e-7,0.000028312606,0.000005517435,0.0010568239],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990956,0.00007242272,0.00012289389,0.00028359832,0.00028712032,0.00013837384],"domain_scores_gemma":[0.9989527,0.00004536769,0.0007099622,0.00018104672,0.00004186816,0.000069085385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876733,0.00014224193,0.00033323187,0.0002021989,0.00007098559,0.000005607635,0.00020593112,0.00014569676,0.000042663938],"category_scores_gemma":[0.000029049344,0.00016344691,0.00005966365,0.0002514984,0.00024258153,0.00022108751,0.0001982571,0.0001163161,0.000012844662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020719648,0.0015826694,0.87891936,0.0042696428,0.0007312891,0.0035624506,0.07674727,0.0002898473,0.0016235284,0.0021041948,0.010931534,0.017166264],"study_design_scores_gemma":[0.0008641299,0.00014760406,0.40958634,0.00015490566,0.00014285915,0.000030417134,0.58784246,0.00030813285,0.00009037772,0.00011162972,0.00054712174,0.00017404895],"about_ca_topic_score_codex":0.13267924,"about_ca_topic_score_gemma":0.810055,"teacher_disagreement_score":0.6773758,"about_ca_system_score_codex":0.00028092586,"about_ca_system_score_gemma":0.00003874443,"threshold_uncertainty_score":0.87309635},"labels":[],"label_agreement":null},{"id":"W7011508561","doi":"","title":"Mercury in African freshwater fishes: A continent-wide review and a case study of Nile perch («Lates niloticus»)","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University; Université de Montréal; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Geographic Society","keywords":"Mercury (programming language); Perch; Aquatic animal; Fishing; Population","score_opus":0.020698631032767,"score_gpt":0.2413327743457993,"score_spread":0.2206341433130323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011508561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98806006,0.00087758945,5.455486e-9,0.000029135337,0.00016361145,0.0017968111,0.0006854003,0.000037035297,0.0083503425],"genre_scores_gemma":[0.997395,0.0004920137,0.00010497251,0.00012710065,0.0000069455555,0.000086090724,0.0001496396,0.00004514347,0.0015930927],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964281,0.00050147343,0.000977304,0.0009190059,0.0007049859,0.00046918716],"domain_scores_gemma":[0.9983043,0.00017593706,0.00056949473,0.00055735017,0.00009834189,0.00029454078],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015394738,0.0005343916,0.0011143066,0.00015723918,0.0003369231,0.00003497123,0.00043156123,0.00031658806,0.0010522277],"category_scores_gemma":[0.0004884112,0.0004636888,0.0001351515,0.00050666946,0.000085176864,0.00047166084,0.00034332564,0.0006069488,0.00014413884],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019384322,0.01931621,0.7048139,0.032945,0.0027174049,0.030055039,0.009935764,0.00010519088,0.016686248,0.00054303324,0.006105299,0.17483848],"study_design_scores_gemma":[0.027384555,0.012392982,0.24402426,0.022035426,0.013011105,0.00444409,0.27932543,0.00041100828,0.008230648,0.0071138134,0.36522955,0.01639713],"about_ca_topic_score_codex":0.03435013,"about_ca_topic_score_gemma":0.24778831,"teacher_disagreement_score":0.46078965,"about_ca_system_score_codex":0.0005022383,"about_ca_system_score_gemma":0.000017073997,"threshold_uncertainty_score":0.99986094},"labels":[],"label_agreement":null},{"id":"W7019018321","doi":"","title":"The First Quarter Monitoring Survey of the Aquatic System and Fisheries of the Upper Victoria Nile, 22nd September - 3rd October 2007. A Draft Report Prepared for Bujagali Energy Limited (BEL)","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aquatic ecosystem; Hydropower; Fishing; Quarter (Canadian coin); Hydroelectricity; Fish <Actinopterygii>; Ecosystem; Aquatic animal","score_opus":0.012156425476014079,"score_gpt":0.20806476183546338,"score_spread":0.1959083363594493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019018321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93344164,0.0021291832,0.00034828685,0.009046155,0.01602425,0.004365874,0.0023445506,0.00009330926,0.032206763],"genre_scores_gemma":[0.5590997,0.00007394821,0.0002054818,0.000046159606,0.0001675401,0.00005338057,0.0023617023,0.00002931392,0.43796283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778646,0.00017939512,0.00065325707,0.0004902524,0.0006947096,0.00019592098],"domain_scores_gemma":[0.99675006,0.00065596605,0.0008916208,0.000605258,0.0010246129,0.0000724941],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006318096,0.000250587,0.00027019935,0.00017859403,0.0025981383,0.00032916738,0.00047045597,0.00017991189,0.00034000503],"category_scores_gemma":[0.0008765218,0.00014552282,0.00009696312,0.0033174576,0.0007413775,0.00031436927,0.00029258174,0.00012164135,0.0000121757985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000831938,0.0001185644,0.42989868,0.00021693709,0.00021688904,4.05505e-7,0.0034875977,0.00006520645,0.000129298,0.0052501694,0.5605625,0.000045443383],"study_design_scores_gemma":[0.0003564809,0.000023189197,0.47099537,0.00049360713,0.0003432614,0.000062670624,0.0035654034,0.000618902,0.00032522687,0.00027835774,0.52248853,0.0004489964],"about_ca_topic_score_codex":0.00091661426,"about_ca_topic_score_gemma":0.004198458,"teacher_disagreement_score":0.40575606,"about_ca_system_score_codex":0.0002550513,"about_ca_system_score_gemma":0.0003636967,"threshold_uncertainty_score":0.9987003},"labels":[],"label_agreement":null},{"id":"W7019120920","doi":"","title":"The first quarter survey of the aquatic system and fisheries of the upper Victoria Nile, 6th -13th April 2006","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Aquatic ecosystem; Sampling (signal processing); Baseline (sea); Environmental impact assessment; Ecosystem; Fisheries Research","score_opus":0.009181397572132991,"score_gpt":0.18634032244213802,"score_spread":0.17715892487000504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019120920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913059,0.0017633796,0.0001296184,0.024940746,0.009440632,0.003115647,0.002807141,0.000060922877,0.04468294],"genre_scores_gemma":[0.66974914,0.00008724289,0.00006748289,0.000086617925,0.00007508048,0.00001122603,0.0014231731,0.000017545353,0.32848248],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980772,0.00020615489,0.00046961542,0.00037528007,0.0007108701,0.00016084436],"domain_scores_gemma":[0.9976996,0.00048163277,0.00062506465,0.00051580695,0.00061787176,0.000059987702],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005617523,0.00021086208,0.0002198989,0.00016533906,0.0027854764,0.00030337245,0.0005757352,0.00014116397,0.00059180346],"category_scores_gemma":[0.00062714063,0.00011308365,0.00006571195,0.0043856534,0.0011371679,0.00026661664,0.0003439426,0.00016284188,0.000050526116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028115192,0.00008859689,0.41611677,0.00016070192,0.000097532095,9.7999184e-8,0.0037740823,0.00004104991,0.000057155834,0.016998092,0.56261593,0.000047182697],"study_design_scores_gemma":[0.00020964861,0.0000140217435,0.7806236,0.00027427383,0.00017234185,0.000016798713,0.003508424,0.00034088545,0.00008072408,0.00035493198,0.21410422,0.00030013814],"about_ca_topic_score_codex":0.0012091631,"about_ca_topic_score_gemma":0.008430467,"teacher_disagreement_score":0.36450684,"about_ca_system_score_codex":0.00022469957,"about_ca_system_score_gemma":0.00035725816,"threshold_uncertainty_score":0.99851274},"labels":[],"label_agreement":null},{"id":"W7028644301","doi":"","title":"Environment monitoring technical report for the SON cage fish culture site at Bugungu, Napoleon Gulf, northern Lake Victoria, March 2014","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Quarter (Canadian coin); Technical report; Fish <Actinopterygii>; Invertebrate; Fish farming; Aquatic ecosystem; Fisheries Research","score_opus":0.011308902403960796,"score_gpt":0.2224548724094744,"score_spread":0.2111459700055136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028644301","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6431214,0.008390212,0.013320393,0.11725429,0.03741226,0.024075616,0.024600128,0.0011223624,0.13070333],"genre_scores_gemma":[0.015570683,0.0005116196,0.0013210903,0.0001282133,0.00077792275,0.00008977377,0.049668584,0.000045375928,0.93188673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997149,0.00006883391,0.0005294948,0.00094728306,0.00097190327,0.00033350883],"domain_scores_gemma":[0.9978987,0.00030085878,0.00050510315,0.0006174124,0.0004916709,0.0001862376],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005008035,0.00037223563,0.00027005692,0.00034197216,0.0035956122,0.00048376,0.00048737513,0.00034404852,0.006357982],"category_scores_gemma":[0.0004005032,0.00028594368,0.00012645789,0.0020659245,0.00042334772,0.0003897857,0.000488464,0.00030868014,0.0008537742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067619126,0.00020505693,0.043566424,0.00007807003,0.00012913738,0.000007770313,0.002703437,0.0004942251,0.0019598901,0.0015761087,0.9491107,0.00016243248],"study_design_scores_gemma":[0.00020525842,0.00001932924,0.026493035,0.00006318978,0.00020397332,0.000104062754,0.0006130564,0.00006608518,0.00007647829,0.00021635572,0.97151077,0.000428422],"about_ca_topic_score_codex":0.0001488438,"about_ca_topic_score_gemma":0.005165397,"teacher_disagreement_score":0.8011834,"about_ca_system_score_codex":0.0010651335,"about_ca_system_score_gemma":0.0002493521,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W7030410114","doi":"","title":"New Record of the Rare Emballonurid Bat <i>Centronycteriscentralis</i> Thomas, 1912 in Costa Rica, with Notes on Feeding Habits","year":2003,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swamp; Panama; Buteo; Trophic level; Food habits","score_opus":0.008282889017107248,"score_gpt":0.16220547224165777,"score_spread":0.15392258322455052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030410114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895633,0.00001625868,0.00048208173,0.0007532671,0.00011819669,0.00033138765,0.000035918853,0.000012460432,0.008687144],"genre_scores_gemma":[0.9960238,0.000021896236,0.002607236,0.00007285118,0.000011035342,1.1277748e-7,0.0000031509915,0.000005760204,0.0012541935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886435,0.00010348397,0.00013844113,0.00028657806,0.00035890072,0.00024824688],"domain_scores_gemma":[0.99928904,0.000082865066,0.00023158622,0.00027175565,0.0000133931735,0.00011138715],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016111754,0.00014177818,0.00025336846,0.000044903798,0.00016457561,0.0000088083125,0.0004134525,0.00008347164,0.0009223745],"category_scores_gemma":[0.00003260612,0.00011500479,0.00009269392,0.00042566264,0.00015089434,0.00019166763,0.00018011747,0.00013967526,0.00004490601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011789188,0.00012372584,0.98890615,0.000019615758,0.000017208895,0.00001527434,0.00089468894,0.00027358785,0.0016658617,0.00017765441,0.006223291,0.0015650264],"study_design_scores_gemma":[0.0020206047,0.00030004364,0.96304274,0.00022691872,0.000051146013,0.000006186692,0.0022023707,0.00021469918,0.0021567768,0.00010500342,0.029390963,0.00028257593],"about_ca_topic_score_codex":0.0043406603,"about_ca_topic_score_gemma":0.008039115,"teacher_disagreement_score":0.025863461,"about_ca_system_score_codex":0.0001917674,"about_ca_system_score_gemma":0.00004583867,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W7033891538","doi":"","title":"5 Song Set - Episode 17: Old-School Saxophone Jazz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Jazz; Popular music; Feature (linguistics); Set (abstract data type)","score_opus":0.007396341328900812,"score_gpt":0.1650855065171853,"score_spread":0.15768916518828446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033891538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029772957,0.000072243696,0.0000011788593,0.00004976991,0.00025778453,0.0004441748,0.00025566315,0.00012496389,0.9984965],"genre_scores_gemma":[0.00084056635,0.00010212806,0.0013706014,0.0003076389,0.000104158666,0.000008042467,0.00012443335,0.000061126295,0.9970813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998324,0.000061022478,0.000521364,0.00026377174,0.00048207075,0.000347781],"domain_scores_gemma":[0.99865776,0.000037558828,0.00062519335,0.0004400049,0.000022978062,0.0002164917],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002646819,0.0003407297,0.0004094636,0.000039109036,0.00009422173,0.000031381733,0.00046420936,0.0004266943,0.9319833],"category_scores_gemma":[0.00006200787,0.00031585872,0.0001604655,0.000009728265,0.00017413366,3.9388354e-7,0.00028007224,0.00024090693,0.21375003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034635537,0.000035071636,0.00022085742,0.0001407084,0.00003881036,0.000016307822,0.00014775271,0.000042442512,4.446866e-7,0.000002992333,0.9987831,0.0005368454],"study_design_scores_gemma":[0.0003438241,0.00010815035,0.00020466211,0.000120840064,0.000046679368,0.000034052293,0.00010300847,0.000014263669,0.000008377002,0.000007748381,0.998641,0.00036736098],"about_ca_topic_score_codex":0.074336536,"about_ca_topic_score_gemma":0.012847088,"teacher_disagreement_score":0.7182333,"about_ca_system_score_codex":0.00013181452,"about_ca_system_score_gemma":0.00001094317,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W7034057288","doi":"","title":"Scott Eyman interview, 2005","year":2005,"lang":"en","type":"other","venue":"Scholarship @ Claremont (The Claremont Colleges)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feud; Studio; Shot (pellet); George (robot); Power (physics)","score_opus":0.020528297851343514,"score_gpt":0.2319236171535606,"score_spread":0.21139531930221708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034057288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005114256,0.0055376315,0.00021432765,0.006974173,0.0020371433,0.0037052478,0.000622377,0.00084232836,0.9749525],"genre_scores_gemma":[0.015696313,0.0007896397,0.0014928854,0.0032650267,0.0015940242,0.0000842471,0.00014057409,0.00066105137,0.9762762],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352723,0.00093526655,0.00091156614,0.0015541175,0.0016623647,0.0014094454],"domain_scores_gemma":[0.99606305,0.00012722277,0.00088416017,0.0022901406,0.00003945696,0.000595979],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026565155,0.0011504587,0.0011304966,0.00025938955,0.0007435729,0.00032140253,0.0029146103,0.0013881752,0.08341668],"category_scores_gemma":[0.00018420116,0.00085844443,0.0006513015,0.0006721973,0.0005268848,0.00044395844,0.0015659871,0.002048831,0.026387738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003286574,0.00018673026,0.0066462466,0.000080566366,0.00017338671,0.00007073234,0.0001783161,0.000020768657,0.00007898005,0.000090345115,0.97793126,0.014509781],"study_design_scores_gemma":[0.0008704953,0.00009395469,0.010727417,0.00055512326,0.0002247554,0.000044811502,0.0002327058,0.00010182991,0.000060252205,0.00011896345,0.98585206,0.0011176501],"about_ca_topic_score_codex":0.0017354994,"about_ca_topic_score_gemma":0.050245598,"teacher_disagreement_score":0.05702894,"about_ca_system_score_codex":0.001278882,"about_ca_system_score_gemma":0.00009671557,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W7034088542","doi":"","title":"Sociologie historique de la géographie au Québec : la construction institutionnelle d'une discipline au XXe siècle","year":2024,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Discipline; Subjectivity; Organization studies","score_opus":0.00904843148190504,"score_gpt":0.19920433753507036,"score_spread":0.19015590605316532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034088542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78890926,0.00027620408,0.0028850043,0.002584798,0.00040137846,0.00036555307,0.00014880554,0.000058720972,0.20437026],"genre_scores_gemma":[0.8810155,0.00042323017,0.0026278053,0.000015485559,0.00011002727,0.0000010644939,0.000031552936,0.000032537646,0.11574282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787694,0.0005416611,0.000260766,0.0006056977,0.00025277352,0.00046217642],"domain_scores_gemma":[0.998842,0.00030626368,0.00030048704,0.00034389689,0.000012255144,0.00019507964],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006328277,0.00033713054,0.0005198404,0.00029154494,0.00045532096,0.000017449865,0.00051946664,0.0006094563,0.0016527334],"category_scores_gemma":[0.000047805017,0.00038000633,0.00029758422,0.00044148153,0.006463395,0.00018876752,0.00054016407,0.0006017272,0.00084096723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026542842,0.0008723343,0.49314094,0.0008703304,0.0004005341,0.0010437239,0.14776495,0.0016712245,0.0006301168,0.040742494,0.0117093,0.30088863],"study_design_scores_gemma":[0.0011591803,0.00011900101,0.88815665,0.0006455314,0.00027468128,0.00004734306,0.046773586,0.0009565522,0.000010651502,0.025821052,0.03539497,0.0006408039],"about_ca_topic_score_codex":0.9926991,"about_ca_topic_score_gemma":0.9992012,"teacher_disagreement_score":0.39501572,"about_ca_system_score_codex":0.004939263,"about_ca_system_score_gemma":0.00084992783,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W7034437032","doi":"","title":"TerraForm Power Secures Expansion of Canada Project Financing","year":2017,"lang":"en","type":"other","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Government (linguistics); Work (physics); Payment","score_opus":0.00930469196788528,"score_gpt":0.19624886595314003,"score_spread":0.18694417398525476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034437032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003629397,0.000026769107,0.000032265776,0.000014369479,0.00019978503,0.00019564996,0.000049720275,0.000014382336,0.9958377],"genre_scores_gemma":[0.09677967,0.0000097999855,0.00026667188,0.000037844642,0.000020642343,0.0000015168638,0.0000054740904,0.000026027468,0.90285236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937046,0.0000072857406,0.00008116235,0.00016565586,0.00023910812,0.000136334],"domain_scores_gemma":[0.9994815,0.000004732124,0.00020451348,0.0002791096,0.0000018371535,0.000028293845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067981564,0.0001086728,0.00016733026,0.000017585804,0.0000680947,0.000005583713,0.00022818868,0.00009526083,0.0124879675],"category_scores_gemma":[0.000011029455,0.00007642491,0.00003109432,0.000019230072,0.00004391193,0.00002830853,0.00016999034,0.000048716738,0.0000498183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011491675,0.0000043152263,0.0033599844,0.00002144411,0.0000057594557,0.0000055538603,0.000047134865,3.2215354e-7,0.000038969956,0.0000044328776,0.9961249,0.00038598885],"study_design_scores_gemma":[0.00007922392,0.00002321717,0.0034830598,0.00012496204,0.0000062463982,0.0000011504478,0.00007516249,0.000015460875,0.00014947171,0.0000035441985,0.9958959,0.00014255357],"about_ca_topic_score_codex":0.9693355,"about_ca_topic_score_gemma":0.97752,"teacher_disagreement_score":0.093150266,"about_ca_system_score_codex":0.00012348783,"about_ca_system_score_gemma":0.00011292518,"threshold_uncertainty_score":0.98841476},"labels":[],"label_agreement":null},{"id":"W7034446688","doi":"","title":"Ãtude des facteurs interagissant avec la séquence de type MAR contenue dans le promoteur du gène BnC1 de Brassica napus","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mutation; Cell culture; Transfection; Gene expression; Lysosomal storage disease","score_opus":0.0030172145116148684,"score_gpt":0.12811292800356858,"score_spread":0.1250957134919537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034446688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51465017,0.00031241745,0.0002051165,0.0018419186,0.00018802234,0.00029234044,0.0006589142,0.000012473933,0.48183864],"genre_scores_gemma":[0.84812427,0.00074900547,0.0013631623,0.0006207889,0.00006920363,0.0000047391986,0.0000126972245,0.000050941293,0.1490052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973247,0.0002985097,0.00033013112,0.00045890748,0.0009998338,0.000587941],"domain_scores_gemma":[0.9987409,0.00020397794,0.00026421362,0.00026634597,4.3773352e-7,0.0005241297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037749036,0.00038559356,0.0004218622,0.00002083686,0.0003448364,0.000055765206,0.0005699595,0.00011050167,0.0022654724],"category_scores_gemma":[0.000009443085,0.00037189806,0.000060097154,0.00009067808,0.00066444214,0.000279755,0.00029283282,0.00028994528,3.2136762e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064590597,0.00028072277,0.82757473,0.000752823,0.00037803262,0.001996682,0.0024179383,0.00020704212,0.0922381,0.008496618,0.013851326,0.05116011],"study_design_scores_gemma":[0.00073349586,0.00029929922,0.5741399,0.001047868,0.000101054036,0.00019127892,0.0030278137,0.004076521,0.03519513,0.00064577506,0.37964982,0.0008920366],"about_ca_topic_score_codex":0.11205252,"about_ca_topic_score_gemma":0.3335886,"teacher_disagreement_score":0.3657985,"about_ca_system_score_codex":0.00010152675,"about_ca_system_score_gemma":0.001510758,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W7034525963","doi":"","title":"The Truth About Polkaroo","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archivist; Journalism; Value (mathematics); Performance art; Work (physics)","score_opus":0.005257960899062404,"score_gpt":0.16526943620477008,"score_spread":0.16001147530570767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034525963","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058605558,0.00008101836,1.2874445e-7,0.0001367857,0.00052727497,0.00024939387,0.00010816962,0.00019906653,0.9986396],"genre_scores_gemma":[0.0005645844,0.0002830087,0.000103133454,0.00007116595,0.000085650594,0.0000057195975,0.000019699919,0.00007729967,0.9987897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987778,0.0000444283,0.0003531403,0.00015049704,0.00042046927,0.000253647],"domain_scores_gemma":[0.99898994,0.00019581382,0.00040248715,0.0003187346,0.000012241463,0.000080806756],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002733372,0.00019750212,0.00021081242,0.000016186457,0.00016075498,0.000043280186,0.0003994036,0.00021882154,0.44884178],"category_scores_gemma":[0.00012712074,0.00014148209,0.0001162571,0.000007961505,0.00019621187,1.1734864e-7,0.00020354887,0.000147431,0.1394437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011534529,0.00000871152,0.0000414085,0.000042889125,0.000023232964,0.0000053493673,0.000051273797,0.000037278296,3.602022e-8,0.000017129712,0.99745643,0.002304704],"study_design_scores_gemma":[0.00016078257,0.000040846564,0.00016215823,0.00006878485,0.000021773949,0.000009170077,0.00010130265,0.000018780936,0.0000011776692,0.0000068673285,0.9992356,0.00017277703],"about_ca_topic_score_codex":0.022414684,"about_ca_topic_score_gemma":0.016909236,"teacher_disagreement_score":0.30939806,"about_ca_system_score_codex":0.00007640235,"about_ca_system_score_gemma":0.00000652913,"threshold_uncertainty_score":0.98409516},"labels":[],"label_agreement":null},{"id":"W7034794169","doi":"","title":"Violations à ciel couvert: a feminist study of the invisible impacts on the lives of women in Chocó, Colombia and the responsibility of Canadian Transnational Corporations","year":2021,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Context (archaeology); Power (physics); Field (mathematics)","score_opus":0.01764648860942434,"score_gpt":0.217069258279889,"score_spread":0.19942276967046466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034794169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98139083,0.000014072767,1.1739466e-8,0.00010147378,0.00010708069,0.0013384494,0.0013375346,0.00000387634,0.01570669],"genre_scores_gemma":[0.9992244,0.000013735663,0.000012812356,0.00008058715,0.0000022276176,0.00005888678,0.000052070744,0.000011127494,0.0005441452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716663,0.0008847194,0.0006710159,0.00036695536,0.00063608453,0.00027461964],"domain_scores_gemma":[0.9977235,0.0008818136,0.00061934255,0.00053899153,0.000099248515,0.00013709496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002640467,0.00021499221,0.00043854446,0.00017188,0.0007956482,0.000022288084,0.00049973646,0.00016566686,0.00039022794],"category_scores_gemma":[0.0010170134,0.00013213251,0.000120125675,0.0011619749,0.00028178943,0.00013690439,0.00009662147,0.0004587841,0.0000027975261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041139363,0.0066574733,0.63127196,0.0008161204,0.0012884418,0.000033056287,0.037861086,0.001977302,0.043192793,0.26891607,0.00012607822,0.0037456967],"study_design_scores_gemma":[0.00153454,0.0003072859,0.95225257,0.00015008418,0.000108830754,0.0000022705244,0.036950976,0.00013119794,0.0030627141,0.00483068,0.0004376468,0.0002312025],"about_ca_topic_score_codex":0.08550532,"about_ca_topic_score_gemma":0.8046641,"teacher_disagreement_score":0.71915877,"about_ca_system_score_codex":0.00081150146,"about_ca_system_score_gemma":0.00020322835,"threshold_uncertainty_score":0.9205844},"labels":[],"label_agreement":null},{"id":"W7035843767","doi":"","title":"ARCHIVEIT-1830-WEEKLY-OAURLH-20120626182906-00000-crawling212.us.archive.org-6681.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Process (computing)","score_opus":0.006391495613693597,"score_gpt":0.16792309016781476,"score_spread":0.16153159455412117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035843767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006186737,0.00015227342,0.0000056236995,0.0001072141,0.0004387522,0.00072679896,0.00045516773,0.00021133239,0.9972842],"genre_scores_gemma":[0.0034246447,0.00022752186,0.0017668292,0.0003393602,0.00032400846,0.00001536592,0.00035453058,0.00012238741,0.99342537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970282,0.00016177648,0.00082450535,0.0004158057,0.0008398725,0.0007298394],"domain_scores_gemma":[0.99786186,0.00013522652,0.0009367074,0.000662871,0.000027887205,0.0003754695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044829553,0.00059183163,0.00066080404,0.00009402565,0.00020250754,0.000052191535,0.00079037505,0.00048187468,0.778983],"category_scores_gemma":[0.00007506207,0.00054933986,0.00030760944,0.000017739634,0.00042189745,0.0000011562483,0.0005858842,0.00048162014,0.18961725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005570342,0.00011472032,0.0009511087,0.00034374435,0.00007529381,0.000015885686,0.00030443855,0.000057737783,0.0000048691395,0.000011917929,0.99634475,0.0017198639],"study_design_scores_gemma":[0.00053461775,0.00013964249,0.00072100514,0.00021223335,0.00010077692,0.0000581851,0.00012147516,0.000037596812,0.000015220482,0.000015354077,0.99741817,0.00062575313],"about_ca_topic_score_codex":0.023977289,"about_ca_topic_score_gemma":0.0044859685,"teacher_disagreement_score":0.5893657,"about_ca_system_score_codex":0.00014104601,"about_ca_system_score_gemma":0.000022790588,"threshold_uncertainty_score":0.99969584},"labels":[],"label_agreement":null},{"id":"W7037108700","doi":"","title":"Desenvolvimento de Competências em Enfermagem à Pessoa em Situação Crítica","year":2020,"lang":"pt","type":"dissertation","venue":"IC-Online (Scientific Information of the Polytechnic Institute of Leiria)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing care; Palliative care; Intensive care; Context (archaeology)","score_opus":0.028777266002548763,"score_gpt":0.259108708401706,"score_spread":0.23033144239915726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037108700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720608,0.0001194347,0.013272957,0.00052670314,0.0066164024,0.0020150954,0.0029353898,0.00011375025,0.0023394744],"genre_scores_gemma":[0.99218285,0.00004246618,0.0022286605,0.00020032917,0.000084839194,0.000015449155,0.0024168699,0.000022770917,0.0028057627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99458736,0.00014656552,0.0020481073,0.000544515,0.0019905157,0.0006829586],"domain_scores_gemma":[0.9951956,0.000062406165,0.0029221387,0.0012633895,0.00028271665,0.00027370933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013263139,0.00061251444,0.0008699214,0.00039420553,0.0009368007,0.00029295363,0.0024493681,0.0005966566,0.0008216361],"category_scores_gemma":[0.00037533214,0.00051869004,0.0006449406,0.0015249047,0.00075204077,0.0019725598,0.0009671299,0.0007367117,0.00060235505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020558713,0.0051344032,0.0092584435,0.015353424,0.0018895665,0.000057742054,0.34764364,0.021591764,0.39289767,0.016388625,0.08051171,0.10721714],"study_design_scores_gemma":[0.0070579536,0.0011750758,0.05963294,0.0064656544,0.0027789918,0.00014167518,0.13843371,0.31924757,0.3364351,0.0007551784,0.12311339,0.0047627524],"about_ca_topic_score_codex":0.00042348364,"about_ca_topic_score_gemma":0.003141224,"teacher_disagreement_score":0.29765582,"about_ca_system_score_codex":0.00063788646,"about_ca_system_score_gemma":0.0006290276,"threshold_uncertainty_score":0.9997265},"labels":[],"label_agreement":null},{"id":"W7037752731","doi":"","title":"Field Experiments: Critical Historical Geographies of Canada's Central Experimental Farm, 1886-1938.","year":2017,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dominion; Governmentality; Agriculture; Context (archaeology); Colonialism; Field (mathematics); Human geography; Work (physics)","score_opus":0.006763813896489258,"score_gpt":0.19232248126576176,"score_spread":0.1855586673692725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037752731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8017379,0.00027015735,0.00002779336,0.012213916,0.00284429,0.0006670699,0.00027217402,0.0001516792,0.18181503],"genre_scores_gemma":[0.825179,0.00008401713,0.00041794498,0.00009684333,0.000068545145,0.0000012638636,0.0001810444,0.000024679694,0.17394671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978989,0.00009175374,0.0002344397,0.0005870075,0.000641276,0.00054666837],"domain_scores_gemma":[0.99868864,0.000094073686,0.00031663757,0.00051594386,0.000016432476,0.00036829317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003352481,0.00037283328,0.00050142064,0.00011902467,0.00060562446,0.000052670533,0.00090892625,0.0003583148,0.005530057],"category_scores_gemma":[0.0000476584,0.00041142333,0.00024098219,0.0001617617,0.00016781874,0.00066693337,0.0003260458,0.0003264306,0.000024148156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005037531,0.00035606968,0.081072,0.00013558746,0.000109813904,0.0003760108,0.0015902169,0.000005036774,0.00017455839,0.000636811,0.9148,0.0002401767],"study_design_scores_gemma":[0.0010492622,0.000650587,0.06525842,0.00028974874,0.00020808802,0.0000011544553,0.015052908,0.000010695071,0.057144072,0.000067268906,0.8587261,0.0015417096],"about_ca_topic_score_codex":0.8343483,"about_ca_topic_score_gemma":0.1553752,"teacher_disagreement_score":0.6789731,"about_ca_system_score_codex":0.0009829148,"about_ca_system_score_gemma":0.00032030322,"threshold_uncertainty_score":0.99983376},"labels":[],"label_agreement":null},{"id":"W7037905673","doi":"","title":"Fighting words Canada's best war reporting","year":2012,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; World War II; Spanish Civil War; Quality (philosophy); First world war","score_opus":0.021305060036983063,"score_gpt":0.21106814988706432,"score_spread":0.18976308985008125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037905673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84306383,0.000015029875,0.000095667885,0.00014219647,0.00015247319,0.000040827978,0.0000013776646,0.000013429731,0.15647519],"genre_scores_gemma":[0.9939895,7.841294e-7,0.0010214762,0.00017680466,0.000061167295,6.8501504e-7,0.0000014089462,0.0000020872828,0.0047460715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992462,0.00001047828,0.00022599296,0.000094121766,0.00018713977,0.00023608493],"domain_scores_gemma":[0.99956375,0.000017027143,0.00020602226,0.000103543054,0.0000020030445,0.00010763293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036488695,0.000051735286,0.00006921771,0.0000037107127,0.00014357174,0.0000047606845,0.000070812355,0.000021101148,0.005474747],"category_scores_gemma":[0.00009091142,0.000039076393,0.000018133063,0.000059822836,0.000014148483,0.000115273724,0.00012270991,0.000041442123,0.0004968127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.012423e-7,0.000010340927,0.97754776,0.0000019173367,0.0000018880021,0.000004584841,0.000121478086,0.0000055893,0.00019228426,0.000009119071,0.020176826,0.0019279147],"study_design_scores_gemma":[0.00015669432,0.000022546517,0.65332997,0.00002122443,0.000022073877,0.000047792386,0.0033951534,0.0010367597,0.003911127,0.000017359693,0.33761403,0.0004252584],"about_ca_topic_score_codex":0.8282813,"about_ca_topic_score_gemma":0.7246929,"teacher_disagreement_score":0.32421777,"about_ca_system_score_codex":0.00018426747,"about_ca_system_score_gemma":0.000012952149,"threshold_uncertainty_score":0.9954344},"labels":[],"label_agreement":null},{"id":"W7038306317","doi":"","title":"Influence of a global pandemic for Ontario newcomers: Challenges and experiences during the COVID-19 pandemic","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Pandemic; Population; Face (sociological concept); Coronavirus disease 2019 (COVID-19); Immigration policy","score_opus":0.03506152980027835,"score_gpt":0.24764371308790745,"score_spread":0.2125821832876291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038306317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788797,0.00077183876,0.000007338596,0.00019931464,0.00007106911,0.000454967,0.000060518796,0.000015924363,0.0005310308],"genre_scores_gemma":[0.99791574,0.00058660907,0.000032492622,0.000027799557,0.0000089539735,0.0000023964758,0.000018973647,0.000003460238,0.001403543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989876,0.0000890727,0.00014355102,0.00028678906,0.00032003672,0.00017295373],"domain_scores_gemma":[0.99907637,0.00015340534,0.00041560575,0.00026413283,0.000015771406,0.00007469908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004441689,0.00014636705,0.00026362194,0.000021066731,0.0006513979,0.000006135781,0.0007622697,0.00010756015,0.00057373306],"category_scores_gemma":[0.000037586906,0.000113407565,0.00012116485,0.00012573224,0.00035286153,0.0001411651,0.00034067302,0.00015711352,0.0000047822864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009985158,0.00006622681,0.64888287,0.00058300036,0.00018270491,0.000008638676,0.34240535,0.00090487045,0.003904904,0.0001476581,0.00049949886,0.0014157672],"study_design_scores_gemma":[0.00042528976,0.00009432014,0.76425785,0.000016288735,0.000111152214,0.000011744575,0.23120496,0.000021682841,0.0000046654545,0.00015841585,0.003558868,0.00013476794],"about_ca_topic_score_codex":0.1172194,"about_ca_topic_score_gemma":0.38159105,"teacher_disagreement_score":0.26437166,"about_ca_system_score_codex":0.00059085444,"about_ca_system_score_gemma":0.00011016621,"threshold_uncertainty_score":0.8886591},"labels":[],"label_agreement":null},{"id":"W7038357124","doi":"","title":"Healing Is Beautiful W/Hovak Johnston","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happening; Solidarity; Indigenous; Staring; Multidisciplinary approach","score_opus":0.007409241013526997,"score_gpt":0.17988316710437507,"score_spread":0.17247392609084808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038357124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010334803,0.00011650258,7.615629e-7,0.00015026648,0.0002803461,0.00031952446,0.0002320052,0.000072294664,0.99872494],"genre_scores_gemma":[0.0006774865,0.00019913365,0.00076208235,0.00030557156,0.00009256982,0.0000032950068,0.00008563794,0.0000439644,0.9978303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986353,0.000036111167,0.00036189897,0.00022724843,0.00046134606,0.00027810255],"domain_scores_gemma":[0.9985468,0.000028254966,0.0007620042,0.0005211631,0.00001791277,0.00012391146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002647188,0.00026492964,0.00035207774,0.000029646337,0.00017179323,0.00005045207,0.00049052155,0.0003553027,0.7492029],"category_scores_gemma":[0.000049344366,0.00024774097,0.00014606219,0.0000035850915,0.00019575254,2.6977813e-7,0.00025460098,0.00018130371,0.07016563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001404851,0.000018891,0.000062408166,0.00015817273,0.00002613177,0.000009186172,0.000110817804,0.000031950578,2.3989304e-7,0.0000018730333,0.9966625,0.002903763],"study_design_scores_gemma":[0.0002600769,0.000056786816,0.00003342525,0.00020405352,0.000035083016,0.000020412386,0.000035782767,0.000035741923,0.00000834369,0.0000037564407,0.9990298,0.00027671296],"about_ca_topic_score_codex":0.05381118,"about_ca_topic_score_gemma":0.006733102,"teacher_disagreement_score":0.6790373,"about_ca_system_score_codex":0.00009973274,"about_ca_system_score_gemma":0.000010355001,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W7038735961","doi":"","title":"Is it sound poilcy or fast policy? Practitioner’s perspectives on the role of place branding local economic development.","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Place branding; Context (archaeology); Local economic development; Neoliberalism (international relations); Corporate governance; Nation branding; Hegemony; Corporate branding","score_opus":0.0888489986884923,"score_gpt":0.3061024249377526,"score_spread":0.21725342624926028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038735961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915797,0.000007786304,0.0002564042,0.0010568642,0.00007374598,0.00024150813,0.00004987975,0.00002448821,0.0067096306],"genre_scores_gemma":[0.99182975,0.000021722799,0.000033431046,0.00020111747,0.000053816275,7.74574e-7,0.00000366688,0.000013498638,0.007842236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985144,0.00013320624,0.00020466198,0.00048531705,0.00032349152,0.00033891972],"domain_scores_gemma":[0.9985911,0.00013300913,0.00045967597,0.0006413475,0.000021841272,0.00015302484],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042233267,0.0002365246,0.0002411768,0.00012967477,0.001300504,0.00026611018,0.0011207089,0.00013265687,0.0009392568],"category_scores_gemma":[0.000060053993,0.00018984675,0.00010280834,0.00009992562,0.0004488158,0.0015869575,0.0007605849,0.0002890982,0.0016328123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019867219,0.0000830261,0.9936548,0.000010556598,0.000070775386,0.000025156192,0.0049315845,0.00005981574,0.0002000546,0.00030389873,0.000012746559,0.000448916],"study_design_scores_gemma":[0.0009694742,0.00014475024,0.95820755,0.0001234423,0.000049800994,0.00002322978,0.024056703,0.000008644836,0.0048331595,0.0001518856,0.011010896,0.00042049433],"about_ca_topic_score_codex":0.00023333958,"about_ca_topic_score_gemma":0.008349896,"teacher_disagreement_score":0.035447277,"about_ca_system_score_codex":0.0009787815,"about_ca_system_score_gemma":0.000116214025,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W7038907032","doi":"","title":"Jinpan International Announces Fourth Quarter Dividend Payment for 2014 - NASDAQ (NASDAQ01) News","year":2014,"lang":"en","type":"other","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Payment; Dividend; Quarter (Canadian coin); Payment service provider","score_opus":0.010950143475107353,"score_gpt":0.2172962339786389,"score_spread":0.20634609050353153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038907032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020301087,0.00003883681,0.016319975,0.0012448276,0.0015136745,0.00065699976,0.00029691868,0.00011070847,0.97961503],"genre_scores_gemma":[0.0034979696,0.000057056008,0.0044815275,0.0007119077,0.0005882111,0.000037441187,0.00017895487,0.000070254886,0.99037665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854016,0.00003481982,0.00022913379,0.0004877212,0.00043901018,0.0002691426],"domain_scores_gemma":[0.9992947,0.000044241697,0.0002499834,0.00029660316,0.0000066979374,0.00010779856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022694212,0.00025638213,0.0002732178,0.0000539524,0.000081932165,0.00006739872,0.0005054062,0.00018888131,0.06189775],"category_scores_gemma":[0.000012751384,0.00018891359,0.00014627466,0.00003355828,0.000071284325,0.00008234818,0.00021659095,0.000074644995,0.009495135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063846023,0.00003897045,0.023826994,0.000018915021,0.00005345392,0.0000010076252,0.00003770334,0.00000336467,0.000013719592,0.00008069355,0.9746141,0.0013047229],"study_design_scores_gemma":[0.00034338696,0.00009068791,0.0008906618,0.000039185285,0.00002684456,0.0000016228247,0.00009445669,0.00045813643,0.000008347145,0.00011821371,0.99764305,0.00028543148],"about_ca_topic_score_codex":0.0048417156,"about_ca_topic_score_gemma":0.015044765,"teacher_disagreement_score":0.052402616,"about_ca_system_score_codex":0.00012938201,"about_ca_system_score_gemma":0.000008393735,"threshold_uncertainty_score":0.9912761},"labels":[],"label_agreement":null},{"id":"W7039017411","doi":"","title":"La loi de la cession de biens : telle qu'amendee par le statut 4[8] Vic., Chap. 22, Quebec.","year":2014,"lang":"fr","type":"article","venue":"QSpace (Queen's University Library)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Measure (data warehouse); Limiting; Term (time)","score_opus":0.003995313902441101,"score_gpt":0.16649598808792204,"score_spread":0.16250067418548095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039017411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7450909,0.00011431546,0.008126813,0.05419502,0.00037569614,0.00041520197,0.00023071378,0.0002934933,0.19115783],"genre_scores_gemma":[0.7542703,0.0006851327,0.006457562,0.00037924174,0.00011796566,5.241866e-7,0.000029479326,0.000032982174,0.2380268],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639106,0.0014338703,0.00019595276,0.0006915474,0.00038971857,0.000897842],"domain_scores_gemma":[0.99813753,0.00042720628,0.0002442964,0.0005011242,0.000012247782,0.0006775815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047396042,0.00038966598,0.00038218353,0.00014823578,0.0007889605,0.0001728655,0.00079924724,0.0005620545,0.004780526],"category_scores_gemma":[0.000046427736,0.00043320173,0.00020559871,0.0005156784,0.0009444728,0.0020583307,0.0010819494,0.0005592341,0.0012254607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012510698,0.0005851545,0.3447979,0.0001822366,0.00007173174,0.00044510278,0.003391503,0.000552961,0.00027422846,0.010658638,0.6324962,0.0064192703],"study_design_scores_gemma":[0.00091172935,0.00015569983,0.07212155,0.00017334365,0.00007646122,0.0000048396732,0.004027641,0.0005946305,0.00301004,0.00040968644,0.9179585,0.0005558601],"about_ca_topic_score_codex":0.21845734,"about_ca_topic_score_gemma":0.0023969607,"teacher_disagreement_score":0.28546235,"about_ca_system_score_codex":0.0007016236,"about_ca_system_score_gemma":0.00058178155,"threshold_uncertainty_score":0.999812},"labels":[],"label_agreement":null},{"id":"W7039039637","doi":"","title":"Kulttuurinen vaikuttavuus – Metodologinen pohdinta Satakunnan rahaston apurahojen kulttuurisen vaikuttavuuden kartoittamisesta","year":2012,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Quarter (Canadian coin); Government (linguistics)","score_opus":0.018140048731745476,"score_gpt":0.19171671947106977,"score_spread":0.1735766707393243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039039637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30841994,0.0023334855,0.0016198171,0.002318612,0.004647782,0.0036337886,0.004000485,0.0005440716,0.672482],"genre_scores_gemma":[0.2699386,0.0012246021,0.009240193,0.0001444396,0.0011840265,0.0000018339555,0.0006903149,0.00028237505,0.7172936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939345,0.00061269,0.0007081695,0.0016655946,0.0014804753,0.0015985618],"domain_scores_gemma":[0.9952431,0.000280651,0.0017816367,0.0017250619,0.00010190595,0.0008677016],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012714199,0.0012074426,0.0018698566,0.0004832716,0.00085723336,0.0000813863,0.002893186,0.0015056615,0.09987245],"category_scores_gemma":[0.00009427872,0.0013441248,0.00082205835,0.0008146855,0.0013654606,0.00086919154,0.0025132687,0.0009196702,0.020069163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012394096,0.003072878,0.20428781,0.0019507238,0.0033849906,0.00094268937,0.013380557,0.00016539387,0.008308747,0.0015977528,0.6600459,0.10162314],"study_design_scores_gemma":[0.0026214942,0.00041494373,0.054372676,0.00042496412,0.0011398094,0.000052793424,0.0046348926,0.00021248402,0.00024731166,0.00013205853,0.93403995,0.0017066181],"about_ca_topic_score_codex":0.02647091,"about_ca_topic_score_gemma":0.003952153,"teacher_disagreement_score":0.27399406,"about_ca_system_score_codex":0.0010275294,"about_ca_system_score_gemma":0.00015105457,"threshold_uncertainty_score":0.9997906},"labels":[],"label_agreement":null},{"id":"W7039485393","doi":"","title":"Modeling And Analysis Of Rainwater Harvesting Systems Under Different Climates","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rainwater harvesting; Reliability (semiconductor); Roof; Continuous simulation; Simulation modeling; Current (fluid)","score_opus":0.01568341774987395,"score_gpt":0.1920837942380319,"score_spread":0.17640037648815796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039485393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8430265,0.000053517582,0.0022140096,0.000008130411,0.00016189652,0.00021227516,0.00004915797,0.000031451968,0.15424305],"genre_scores_gemma":[0.8150174,0.000024397046,0.00013065431,0.000011505906,0.000015608195,4.290489e-7,0.00024206062,0.000014007556,0.18454392],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857944,0.00011646602,0.00028527068,0.00047533968,0.00029115754,0.00025234852],"domain_scores_gemma":[0.99932086,0.00005080753,0.00027879563,0.00021304206,0.000025069186,0.000111399044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015672013,0.00027808576,0.0006085904,0.00019815908,0.0001721121,0.000057774163,0.0002656517,0.0002320713,0.020504497],"category_scores_gemma":[0.000007030287,0.00025236577,0.0001744326,0.00044514704,0.00005968058,0.00015960204,0.00019099381,0.00014671637,0.000043439097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004264434,0.0002616413,0.7576624,0.0020559079,0.0049766586,0.00006227022,0.005056269,0.16480578,0.0037343437,0.001484236,0.00047539006,0.05899865],"study_design_scores_gemma":[0.0015979436,0.00021754147,0.08567223,0.00072338653,0.009612861,0.000003987363,0.027722055,0.8546547,0.0003476697,0.00006736102,0.017683053,0.0016971541],"about_ca_topic_score_codex":0.0043448834,"about_ca_topic_score_gemma":0.008008266,"teacher_disagreement_score":0.68984896,"about_ca_system_score_codex":0.00016371871,"about_ca_system_score_gemma":0.0000073605106,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W7039934948","doi":"","title":"New domain '.sucks' to be investigated by feds","year":2015,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Corporation; The Internet; Domain (mathematical analysis); Unicorn; Line (geometry); Software deployment; Outsourcing","score_opus":0.015054011427206427,"score_gpt":0.21272033832204132,"score_spread":0.1976663268948349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039934948","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040492504,0.00009895531,0.013240953,0.00066263054,0.0007152865,0.0010958209,0.0022258065,0.00034228648,0.977569],"genre_scores_gemma":[0.0016204711,0.000016987924,0.012190673,0.0017441687,0.00033740414,0.000027068554,0.0012142898,0.00031976792,0.98252916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959634,0.00033802105,0.00060161384,0.0013525084,0.00086968864,0.00087475614],"domain_scores_gemma":[0.99719656,0.00010316245,0.00040237876,0.0007948493,0.000009715098,0.0014933487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003125675,0.00086056197,0.00082028966,0.00028440385,0.000042542626,0.0001337891,0.0018597404,0.00026535874,0.07353908],"category_scores_gemma":[0.00006285723,0.0007730368,0.00025521536,0.00023316903,0.00045171534,0.000101100886,0.0024931189,0.00063360616,0.03157575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010266504,0.000081061335,0.0025910228,0.00003197355,0.00018114853,0.00008115807,0.003789938,0.00000409368,0.0008377549,0.000145765,0.9918866,0.000266817],"study_design_scores_gemma":[0.0007356989,0.00043859368,0.0002016378,0.0003804062,0.00005024401,0.000027138574,0.000119007804,0.00021092252,0.0002509997,0.0015274975,0.9951553,0.00090257934],"about_ca_topic_score_codex":0.15592049,"about_ca_topic_score_gemma":0.13059726,"teacher_disagreement_score":0.041963328,"about_ca_system_score_codex":0.0002447969,"about_ca_system_score_gemma":0.000089153116,"threshold_uncertainty_score":0.9994721},"labels":[],"label_agreement":null},{"id":"W7040134487","doi":"","title":"Cars 3 (2017)","year":2017,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Technician; Movement (music); Performance art; Shot (pellet); Clothing","score_opus":0.01569508508499376,"score_gpt":0.22136285370865363,"score_spread":0.20566776862365987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040134487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001070389,0.00012815079,0.0032814904,0.000063675245,0.001188843,0.0006619701,0.0010129724,0.00023643284,0.99235606],"genre_scores_gemma":[0.015910186,0.0001291855,0.0017502037,0.00018515947,0.00045825422,0.000029840032,0.00033855863,0.00027005086,0.98092854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682504,0.00020999843,0.00039588427,0.0012182292,0.0005924263,0.0007584095],"domain_scores_gemma":[0.997444,0.00010852123,0.00073713396,0.0013128105,0.0000058479745,0.00039170482],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022704624,0.00072846876,0.0007446023,0.00021246866,0.00009185887,0.00015887624,0.0024645317,0.00025171298,0.084796876],"category_scores_gemma":[0.00006586896,0.0006390041,0.00044082268,0.00004142909,0.0009404054,0.000118866104,0.0027054676,0.0006519176,0.036342096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004080171,0.00007825348,0.011014645,0.00005082719,0.00020020439,0.00025207765,0.0008238145,0.000001773441,0.00008984148,0.00016953232,0.9864719,0.0008063449],"study_design_scores_gemma":[0.0004667752,0.0001656611,0.002773817,0.0006574382,0.00006978617,0.00006375582,0.0000325024,0.00064032385,0.000067125824,0.00041121352,0.9939789,0.00067270343],"about_ca_topic_score_codex":0.17290883,"about_ca_topic_score_gemma":0.20428514,"teacher_disagreement_score":0.04845478,"about_ca_system_score_codex":0.0001299989,"about_ca_system_score_gemma":0.00002919836,"threshold_uncertainty_score":0.99960613},"labels":[],"label_agreement":null},{"id":"W7043131403","doi":"","title":"Response of an introduced aquatic predator, the Nile perch, to environmental change","year":2009,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Fishing; Wetland; Population; Perch; Environmental change; Catch per unit effort; Population density","score_opus":0.017310189647982307,"score_gpt":0.2227176520017182,"score_spread":0.2054074623537359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043131403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99242115,0.000042805645,7.886911e-8,0.00006110557,0.00041950087,0.0015035965,0.0011964038,0.00006148735,0.00429386],"genre_scores_gemma":[0.9955918,0.000037130598,0.0003818972,0.00043710842,0.000048992893,0.00009253695,0.0004980353,0.0000590104,0.0028534443],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9956041,0.0009074071,0.00069557125,0.0010508735,0.0011543841,0.00058767037],"domain_scores_gemma":[0.9977327,0.00018394449,0.00050665723,0.0011752849,0.000016000227,0.00038544319],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019684334,0.0005771645,0.00058818114,0.00014208935,0.00091702817,0.000044426997,0.001203446,0.00045282603,0.0016755706],"category_scores_gemma":[0.00035978775,0.00047673937,0.00024044378,0.0004137008,0.0001093558,0.00067863235,0.00030899016,0.00065522414,0.0019376338],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004731329,0.0018257826,0.0028162708,0.0001821073,0.0002394622,0.00011007225,0.0010813802,0.00007764017,0.63893056,0.0005184902,0.00024746457,0.34923944],"study_design_scores_gemma":[0.0028758242,0.005128652,0.55485284,0.00064034114,0.0008742406,0.00008182065,0.009125871,0.0005363515,0.31279126,0.0029761794,0.10598551,0.004131081],"about_ca_topic_score_codex":0.0024281028,"about_ca_topic_score_gemma":0.007531895,"teacher_disagreement_score":0.5520366,"about_ca_system_score_codex":0.0010363561,"about_ca_system_score_gemma":0.000015027262,"threshold_uncertainty_score":0.99976844},"labels":[],"label_agreement":null},{"id":"W7065451216","doi":"","title":"Environment monitoring technical report for the SON cage fish culture site at Bugungu, Napoleon Gulf, northern Lake Victoria, June 2013","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fish <Actinopterygii>; Technical report; Invertebrate; Fish farming; Water column; Aquatic environment; Aquatic ecosystem","score_opus":0.010930735178446666,"score_gpt":0.21630471464089016,"score_spread":0.20537397946244348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065451216","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6890827,0.00806709,0.007155958,0.13533995,0.044521354,0.019331664,0.017613688,0.0010192398,0.07786836],"genre_scores_gemma":[0.011228419,0.0005831005,0.0011448708,0.00012511728,0.0007293168,0.00007947155,0.043124173,0.000042355932,0.94294316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972244,0.00005896961,0.00054287474,0.00092490134,0.0009234941,0.00032535064],"domain_scores_gemma":[0.997902,0.00025210422,0.000551985,0.00060355297,0.00050133077,0.00018905956],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042266518,0.00038300522,0.0002773827,0.0003263771,0.0035872182,0.00048352842,0.00046290242,0.00034969422,0.0064431895],"category_scores_gemma":[0.0003733781,0.0002926067,0.00012773527,0.0023480402,0.00041240593,0.0004436443,0.00044213157,0.00029271794,0.00076975574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004967338,0.00019189018,0.021863883,0.000060409864,0.00011804762,0.0000065767476,0.0028499288,0.0005338566,0.0016272529,0.0011308801,0.97146773,0.00014454486],"study_design_scores_gemma":[0.00020707674,0.000015473657,0.01418615,0.000066728215,0.00021910017,0.00010000663,0.00065298576,0.00010815998,0.00008108099,0.00017842613,0.9837554,0.00042942684],"about_ca_topic_score_codex":0.00016457983,"about_ca_topic_score_gemma":0.0081691155,"teacher_disagreement_score":0.8650748,"about_ca_system_score_codex":0.0009863874,"about_ca_system_score_gemma":0.00022087447,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W7071496815","doi":"","title":"The shifting trophodynamics in four southern Nova Scotia lakes after the introduction of Chain Pickerel (Esox niger)","year":2024,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Chain (unit); Resource (disambiguation); Feature (linguistics)","score_opus":0.005502655685813503,"score_gpt":0.16159604886708387,"score_spread":0.15609339318127036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071496815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98520565,0.000101736114,0.0018892606,0.0020958,0.00096118986,0.00044423004,0.000079361045,0.000080763646,0.009142006],"genre_scores_gemma":[0.9901665,0.00005471611,0.0002472905,0.000038811504,0.00019523692,3.1290088e-7,0.000021855054,0.000011516094,0.0092637725],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975259,0.000380333,0.0004211381,0.0006321672,0.00060499104,0.0004354851],"domain_scores_gemma":[0.9987763,0.00023550482,0.0003231535,0.00047124844,0.00006536618,0.00012842493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008822893,0.00029837788,0.00028939702,0.0003016666,0.0010890712,0.000084408784,0.0007940412,0.0001874744,0.00024988872],"category_scores_gemma":[0.00008495721,0.0002402975,0.00028022757,0.0011016489,0.0012459336,0.00052813615,0.00076469145,0.0005350858,0.00021993555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004728532,0.0009285777,0.75387526,0.0005452639,0.0010353554,0.011885856,0.009109503,0.04358325,0.0067702453,0.14887741,0.0073181163,0.011342654],"study_design_scores_gemma":[0.0024216643,0.00051452004,0.28718278,0.0005878626,0.0005338496,0.00059531274,0.023432802,0.032525722,0.00032636558,0.00087731285,0.6492474,0.0017543695],"about_ca_topic_score_codex":0.012348636,"about_ca_topic_score_gemma":0.01107989,"teacher_disagreement_score":0.6419293,"about_ca_system_score_codex":0.0035399564,"about_ca_system_score_gemma":0.00022284851,"threshold_uncertainty_score":0.99422824},"labels":[],"label_agreement":null},{"id":"W7071672474","doi":"","title":"Technical report on the environmental monitoring of the cage area at the Source of the Nile (SON) Fish Farm for quarter 1: January-March 2011","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Biota; Quarter (Canadian coin); Fish <Actinopterygii>; Environmental monitoring; Wildlife; Fish farming; Technical report; Hydrology (agriculture)","score_opus":0.01560527101540635,"score_gpt":0.2112759107893844,"score_spread":0.19567063977397806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071672474","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93755436,0.00022090002,0.0001933763,0.036702134,0.0031039438,0.0034508111,0.0017950074,0.000027888498,0.01695157],"genre_scores_gemma":[0.36648023,0.00003959549,0.00009968066,0.00018468843,0.00011763472,0.00004317662,0.0021515514,0.000017344504,0.6308661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980685,0.00011504645,0.00041977505,0.00042693876,0.0008037495,0.00016596664],"domain_scores_gemma":[0.99796563,0.00049873744,0.00060279696,0.0006986216,0.00018609142,0.000048144313],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048872264,0.0001985188,0.00016610273,0.00012623261,0.0026204833,0.00010776297,0.00071798626,0.00013911605,0.0026110308],"category_scores_gemma":[0.00036706546,0.00009721957,0.00014015326,0.0015575581,0.0010640767,0.000119721284,0.00047190825,0.00023171438,0.0000643558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050745075,0.00026362587,0.07873966,0.00004093603,0.00007504682,3.8332243e-7,0.0027304667,0.00021504,0.002739662,0.0041825674,0.91087306,0.00013449644],"study_design_scores_gemma":[0.00028372495,0.00003915376,0.27409485,0.00020466393,0.0003004162,0.00009571087,0.005592607,0.00015979278,0.0032995606,0.00060048583,0.71489763,0.0004314124],"about_ca_topic_score_codex":0.00009497358,"about_ca_topic_score_gemma":0.0003900669,"teacher_disagreement_score":0.61391455,"about_ca_system_score_codex":0.0003796889,"about_ca_system_score_gemma":0.00016892566,"threshold_uncertainty_score":0.99867797},"labels":[],"label_agreement":null},{"id":"W7073612798","doi":"","title":"The comparative biodiversity of seven globally important wetlands: a synthesis","year":2006,"lang":"en","type":"article","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Biodiversity; Habitat; Species diversity; Global biodiversity; Extinction (optical mineralogy); Endemism; Habitat destruction; Species richness","score_opus":0.04543980447317513,"score_gpt":0.3014183955410018,"score_spread":0.25597859106782667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073612798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845212,0.00020801579,0.00001774619,0.00296314,0.00024623566,0.0014667435,0.0005618251,0.000028683506,0.009986382],"genre_scores_gemma":[0.99341106,0.000070511036,0.000427667,0.000005676496,0.00016014757,0.00009390294,0.00013979319,0.000005497803,0.005685712],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99395186,0.0008360529,0.0007736482,0.0006400335,0.0029940465,0.0008043876],"domain_scores_gemma":[0.9923114,0.0037453105,0.0005776711,0.00025607084,0.0028901012,0.00021939893],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003065671,0.0002875374,0.00044701662,0.00011990239,0.0017561626,0.00021322927,0.001598361,0.00015258467,0.00007108213],"category_scores_gemma":[0.0019178985,0.0001436932,0.00032975173,0.0009875755,0.0021301394,0.0005266975,0.000995146,0.0004994989,0.000097981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014717061,0.0010543662,0.10805895,0.00012946049,0.00080201763,0.000029192004,0.004421905,0.00018824614,0.36118567,0.009876899,0.51217633,0.0006052781],"study_design_scores_gemma":[0.00077140675,0.0005680484,0.9120016,0.00013412714,0.000035389323,0.000028116601,0.020835582,0.000057147266,0.047271773,0.00052402704,0.017476002,0.00029679635],"about_ca_topic_score_codex":0.009434938,"about_ca_topic_score_gemma":0.004960882,"teacher_disagreement_score":0.8039426,"about_ca_system_score_codex":0.0009463951,"about_ca_system_score_gemma":0.000054710235,"threshold_uncertainty_score":0.9995434},"labels":[],"label_agreement":null},{"id":"W7083900080","doi":"","title":"Green Day 5/11/1992 Students Union, University Of Regina Saskatchewan Canada","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Government (linguistics); Sustainability","score_opus":0.006952368857014817,"score_gpt":0.1893714091354335,"score_spread":0.18241904027841868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083900080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016608104,0.00013229995,0.003425453,0.00051293,0.0010539441,0.000880166,0.003115741,0.00018100774,0.97409034],"genre_scores_gemma":[0.071281075,0.000029875262,0.00049293216,0.000089616755,0.00012230576,0.0000018739231,0.00026086456,0.00017236781,0.92754906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690646,0.00037757697,0.00031381054,0.001007235,0.00087259227,0.0005222983],"domain_scores_gemma":[0.9984386,0.00010419825,0.0004517951,0.0006768835,0.000007783284,0.00032076862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029531322,0.00056018756,0.000673891,0.00018903101,0.000034226658,0.000039884104,0.0020409096,0.00015882599,0.016877552],"category_scores_gemma":[0.000013037569,0.00054154365,0.0002768404,0.00014807942,0.0005713348,0.000064365544,0.0028072544,0.000492889,0.003039641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033933396,0.00007426496,0.031835638,0.00017935493,0.00031995805,0.00040784926,0.0031769352,0.0000036253632,0.00004568829,0.00007543394,0.96363336,0.00021393421],"study_design_scores_gemma":[0.00040957835,0.00012819047,0.0046988623,0.00090884825,0.0001344959,0.000018479352,0.0010112824,0.00031020422,0.000040180832,0.00019337174,0.99160254,0.00054398354],"about_ca_topic_score_codex":0.9903823,"about_ca_topic_score_gemma":0.9987668,"teacher_disagreement_score":0.054672975,"about_ca_system_score_codex":0.0003358483,"about_ca_system_score_gemma":0.00014425522,"threshold_uncertainty_score":0.9997036},"labels":[],"label_agreement":null},{"id":"W7095105066","doi":"","title":"The Pension Factor of 9: Actuarial Logic Skewed by Political Myopia","year":2014,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension; Deductible; Savings account; Government (linguistics); Revenue; Politics; Investment (military); Tax deduction; Field (mathematics)","score_opus":0.010261859402889234,"score_gpt":0.2014268461284383,"score_spread":0.19116498672554907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095105066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712605,0.0000017113347,0.0013864761,0.0007129744,0.0001238913,0.00008509725,0.000008016887,0.000012319967,0.026409054],"genre_scores_gemma":[0.9985357,8.5449216e-7,0.0001517134,0.00017348086,0.000021989481,3.6018804e-7,0.0000016310635,0.0000013056833,0.00111297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994215,0.000046643727,0.000098252465,0.000101639445,0.00016951497,0.00016247501],"domain_scores_gemma":[0.99964,0.00012375192,0.00003514611,0.00013170808,0.000003552314,0.00006585921],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001458847,0.00004980255,0.00007244582,0.0000027925075,0.00011704159,0.000009980184,0.00013839116,0.00004031913,0.002233198],"category_scores_gemma":[0.000066790664,0.000025466992,0.00003249448,0.000026566178,0.00012094966,0.000035308363,0.00012257406,0.00003595277,0.0005690805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016038999,0.0003440131,0.4478251,0.000023392393,0.00003805133,0.0000013570939,0.0004159008,0.000005027143,0.12844697,0.15161598,0.25730625,0.013817569],"study_design_scores_gemma":[0.0017899075,0.001031689,0.70263886,0.000015143876,0.000043011572,0.000005358557,0.0007659746,0.0074409493,0.046825614,0.01121595,0.22762343,0.0006040993],"about_ca_topic_score_codex":0.0014097303,"about_ca_topic_score_gemma":0.00018390198,"teacher_disagreement_score":0.25481376,"about_ca_system_score_codex":0.00003425276,"about_ca_system_score_gemma":0.0000023563293,"threshold_uncertainty_score":0.9986789},"labels":[],"label_agreement":null},{"id":"W7095542553","doi":"","title":"Toronto, Toronto, Ont.;","year":2008,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.013741888125787038,"score_gpt":0.1884496476744442,"score_spread":0.17470775954865717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095542553","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32896134,0.00008783885,0.00018485094,0.000041889638,0.00008765987,0.00006453044,0.0000017620202,0.00004041829,0.6705297],"genre_scores_gemma":[0.97349656,0.000071844166,0.0014317106,0.00025148108,0.00003252569,0.000001447568,0.0000013665608,0.0000024484834,0.02471064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944377,0.000012002999,0.00008212284,0.00014713664,0.00016957712,0.00014539482],"domain_scores_gemma":[0.99974185,0.000008673462,0.000022460465,0.00014634093,0.0000021733772,0.00007851223],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006674099,0.00006287494,0.000072062634,9.263089e-7,0.00014600395,0.0000044275994,0.00012672128,0.000034510664,0.112885736],"category_scores_gemma":[0.000004715582,0.00004805886,0.000035868357,0.000015640968,0.00005028782,0.00030946,0.000111730515,0.000018022505,0.0031058462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009869615,0.00012275415,0.6139325,0.000003852827,0.00001205983,0.000029360775,0.0012498097,0.0000117515665,0.00072859135,0.0003128804,0.37840343,0.00518313],"study_design_scores_gemma":[0.00043454897,0.00013100177,0.55582935,0.0000031876891,0.0000087714925,0.000052146122,0.0010158493,0.00087147264,0.0005363415,0.00004911986,0.44073308,0.00033516393],"about_ca_topic_score_codex":0.14670818,"about_ca_topic_score_gemma":0.15126441,"teacher_disagreement_score":0.64581907,"about_ca_system_score_codex":0.0004082119,"about_ca_system_score_gemma":0.000003558139,"threshold_uncertainty_score":0.99767035},"labels":[],"label_agreement":null},{"id":"W7098233084","doi":"","title":"Commons","year":2014,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Government (linguistics); Confidentiality; Work (physics); Legislation; Commons","score_opus":0.006904448786653004,"score_gpt":0.1657109267845411,"score_spread":0.1588064779978881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098233084","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48273355,2.2086552e-7,0.0024018793,0.00019377601,0.00002011671,0.000014887784,2.5604206e-7,0.00001445434,0.51462084],"genre_scores_gemma":[0.9957072,9.153063e-8,0.0006996156,0.00021808204,0.000006763213,2.1275243e-7,3.0613808e-7,5.131981e-7,0.0033672254],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982554,0.000008759853,0.000024530278,0.00004663073,0.00004764158,0.00004691558],"domain_scores_gemma":[0.9998929,0.000009385845,0.0000068586146,0.000065651955,3.6802268e-7,0.000024866396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007278233,0.000017470227,0.000022867864,0.000001679436,0.00004083441,0.0000035895516,0.000052883017,0.00000924827,0.00850861],"category_scores_gemma":[0.000004638274,0.000012385264,0.000009381153,0.000020692245,0.00001892881,0.0000249065,0.00005901824,0.000011702116,0.007823892],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.462599e-7,0.00001170533,0.91053754,5.263734e-7,7.7944884e-7,2.1067132e-7,0.000029731615,0.000008651842,0.00031054657,0.0015389561,0.08326935,0.0042915293],"study_design_scores_gemma":[0.000117678384,0.000031846695,0.47758985,9.433646e-7,0.000002550845,0.0000015475989,0.000034643144,0.004292245,0.00046675798,0.0007132716,0.5166662,0.000082456216],"about_ca_topic_score_codex":0.00085164385,"about_ca_topic_score_gemma":0.00083312707,"teacher_disagreement_score":0.51297367,"about_ca_system_score_codex":0.000010053008,"about_ca_system_score_gemma":2.1356745e-7,"threshold_uncertainty_score":0.99294865},"labels":[],"label_agreement":null},{"id":"W7099183240","doi":"","title":"Ministry of Environment Lower Mainland Region","year":2008,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arsenic; Arsenic contamination of groundwater; Christian ministry; Water quality; Water supply; Public health; Surface water; Arsenic poisoning; Health risk","score_opus":0.016806893740596036,"score_gpt":0.16530637647128307,"score_spread":0.14849948273068703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099183240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94997513,0.0000046079153,0.000775916,0.000092441536,0.000028467342,0.00005205054,0.0000017704664,0.000005954942,0.049063634],"genre_scores_gemma":[0.98998517,0.000020141357,0.0006939115,0.000051678522,0.000007882945,5.5122314e-7,9.22073e-7,0.0000014444348,0.009238323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957764,0.000010077135,0.000086711065,0.00010785094,0.00013711557,0.00008057891],"domain_scores_gemma":[0.9997809,0.000008919705,0.000039098926,0.00013114682,6.672406e-7,0.000039300776],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004406452,0.000044968478,0.00006549215,0.0000047857,0.000051990428,9.954724e-7,0.00007404971,0.000030312727,0.0047667297],"category_scores_gemma":[0.0000022120828,0.000034178014,0.00003043409,0.00002377648,0.00011790855,0.000037372905,0.00008242014,0.000021089656,0.0009108369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011688163,0.000095930445,0.96570015,0.0000037115028,0.0000045093375,0.000045321674,0.0001508581,0.000029937526,0.001177967,0.00002579339,0.032367982,0.00038613335],"study_design_scores_gemma":[0.0005959736,0.00024721376,0.8684865,0.000008483052,0.000013523549,0.00012736133,0.00025031687,0.00038760834,0.005637628,0.00011061758,0.12387732,0.00025744378],"about_ca_topic_score_codex":0.00024097088,"about_ca_topic_score_gemma":0.0000079416595,"teacher_disagreement_score":0.097213656,"about_ca_system_score_codex":0.00003483491,"about_ca_system_score_gemma":0.000001769208,"threshold_uncertainty_score":0.9998671},"labels":[],"label_agreement":null},{"id":"W7099587166","doi":"","title":"From the South- West London Blood Transfusion Depot","year":2016,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benzene; Natural rubber; Gasoline; Blood transfusion; Depot","score_opus":0.008845051350901075,"score_gpt":0.16610579869262485,"score_spread":0.15726074734172377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099587166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877462,0.000008962582,0.0020830897,0.0015758249,0.00007276812,0.000094268726,0.00002417431,0.000024838948,0.008369881],"genre_scores_gemma":[0.99784786,0.000014164678,0.00020767708,0.00019811234,0.000051372925,0.0000011847768,9.786694e-7,0.0000021345813,0.0016765046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999483,0.000026484458,0.00007507163,0.0001555494,0.00015016516,0.00010972265],"domain_scores_gemma":[0.9997052,0.000062862135,0.000022753167,0.00016598128,0.0000014128718,0.00004177217],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009713456,0.00005677994,0.00005169403,0.00000243269,0.00012152191,0.000010458157,0.00017272131,0.00003285735,0.020004956],"category_scores_gemma":[0.000008082779,0.00002255829,0.00003598699,0.000037838654,0.000060438284,0.00007112456,0.00007970604,0.000025460498,0.0047942847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007682878,0.000036243895,0.9464124,5.415478e-7,0.0000087756625,0.000003968136,0.0006326487,7.6726855e-7,0.03942706,0.000024284287,0.005077753,0.008367867],"study_design_scores_gemma":[0.0014173796,0.00009798146,0.9438002,0.000028986131,0.000070819005,0.000005333416,0.00077678234,0.00007398728,0.02952854,0.00046401465,0.023464087,0.00027188746],"about_ca_topic_score_codex":0.008079123,"about_ca_topic_score_gemma":0.004847874,"teacher_disagreement_score":0.018386334,"about_ca_system_score_codex":0.000017857401,"about_ca_system_score_gemma":0.0000018828679,"threshold_uncertainty_score":0.99852616},"labels":[],"label_agreement":null},{"id":"W7100367207","doi":"","title":"Africa, and Their Relationship to Other Tropical Ice","year":2016,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meltwater; Glacier; Period (music); Mire; Ice caps; Sedimentary rock; Little ice age","score_opus":0.025537919300922675,"score_gpt":0.19470653801255983,"score_spread":0.16916861871163716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100367207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262763,0.000003117164,0.010403963,0.0021609147,0.000016792426,0.00006663569,0.0000048723227,0.000016009386,0.061051372],"genre_scores_gemma":[0.98901874,3.4951827e-7,0.00075277506,0.00017567807,0.000009962199,0.0000011018435,3.6937955e-8,0.0000012529681,0.0100401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997235,0.000014939179,0.00004245441,0.00009942938,0.00004710891,0.00007255595],"domain_scores_gemma":[0.99979544,0.00006089036,0.000008843011,0.00007262292,0.0000010201087,0.00006117966],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005172824,0.000033442175,0.000035013043,0.000005387005,0.00005002599,0.000005426722,0.00004709347,0.000020357107,0.003258198],"category_scores_gemma":[0.000022824519,0.000015421434,0.000009621767,0.00003642021,0.000030040264,0.00005238259,0.00007203695,0.000012142914,0.0025860756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028200986,0.0000073700617,0.98461694,3.9923478e-7,0.0000011337171,1.965734e-7,0.00022598621,2.3717567e-7,0.0012844865,0.00099865,0.010301117,0.0025606628],"study_design_scores_gemma":[0.00010802986,0.000030419194,0.90496916,0.0000034418463,0.0000013506993,0.0000010293511,0.00009960193,0.000027336111,0.00032153405,0.00072849274,0.0936512,0.000058429894],"about_ca_topic_score_codex":0.000117887605,"about_ca_topic_score_gemma":0.00022404463,"teacher_disagreement_score":0.08335008,"about_ca_system_score_codex":0.000025534715,"about_ca_system_score_gemma":7.622705e-7,"threshold_uncertainty_score":0.9981905},"labels":[],"label_agreement":null},{"id":"W7100647525","doi":"","title":"An integrated approach to model wetland dynamics in a changing landscape: A case study from South Africa.","year":2015,"lang":"en","type":"article","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Variety (cybernetics); Ramsar site; Water cycle; Sustainable development; Environmental degradation","score_opus":0.04063979568519859,"score_gpt":0.22245141580308264,"score_spread":0.18181162011788404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100647525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482252,0.0000015638394,0.043218225,0.000015472855,0.000017692253,0.00035288354,0.00004383687,0.000032457338,0.008092646],"genre_scores_gemma":[0.9946173,4.352652e-8,0.00484407,0.000030119452,0.000007521418,0.000010655524,0.000019499548,0.0000047390386,0.00046607084],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914515,0.000052499327,0.00012095936,0.00029431382,0.00018152081,0.00020555122],"domain_scores_gemma":[0.99956524,0.0000071919353,0.00002732819,0.00019885146,0.000006013633,0.00019536869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003691267,0.000102873826,0.000136754,0.000079873935,0.00005523363,0.000034765955,0.00015325322,0.000042536994,0.00006335729],"category_scores_gemma":[0.000009671775,0.00007546902,0.000014433206,0.00042586043,0.000012047906,0.00012420365,0.00017429529,0.000071168935,0.00012133765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028163511,0.000596885,0.8934753,0.0000012835721,0.000007888916,0.00021062684,0.079161376,0.025740063,0.000011931355,0.000012058098,0.00039003487,0.0003643775],"study_design_scores_gemma":[0.0004259868,0.00007633429,0.00068860257,0.0000016878384,0.000006867107,0.00001004093,0.2099522,0.7887094,0.0000011315359,0.000014957545,0.000010997291,0.0001017736],"about_ca_topic_score_codex":0.015843838,"about_ca_topic_score_gemma":0.022997223,"teacher_disagreement_score":0.8927867,"about_ca_system_score_codex":0.00024532792,"about_ca_system_score_gemma":0.000009488647,"threshold_uncertainty_score":0.99483055},"labels":[],"label_agreement":null},{"id":"W7106823361","doi":"10.5281/zenodo.17588244","title":"Lunchtime Tech-Talk at GEOSS South Africa (Pty) Ltd on the \"Real-time Biomonitoring of Emerging Contaminants in Water Resources\"","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"European Commission","keywords":"Biomonitoring; Contamination; Water contamination; Water quality; Surface water","score_opus":0.01800728917561487,"score_gpt":0.20562611605731493,"score_spread":0.18761882688170006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106823361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732372,0.0000065743134,0.000044532404,0.00026444066,0.000039229744,0.00026198573,0.0000371974,0.0000859897,0.12602285],"genre_scores_gemma":[0.99434334,0.000006906225,0.000019912271,0.000019671776,0.00001608381,3.9542925e-8,0.000035360154,0.00010463954,0.005454062],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986889,0.00021433843,0.00020939625,0.00028400985,0.00030357184,0.00029978817],"domain_scores_gemma":[0.999489,0.000030072051,0.00007376981,0.00031857478,0.000034980807,0.000053613254],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007922435,0.00010358795,0.00012641317,0.000117035524,0.0010782181,0.00009493076,0.00066413125,0.00004769764,0.012225608],"category_scores_gemma":[0.000121853234,0.00007214708,0.00003738261,0.00042878874,0.00016632183,0.00008337866,0.0017377872,0.00012053838,0.007977347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061488507,0.0007877011,0.012171624,0.00023629211,0.00018089627,0.0001175744,0.072730966,0.0005987254,0.75009423,0.00075886725,0.12159644,0.04011176],"study_design_scores_gemma":[0.0007949736,0.00022937075,0.021920873,0.00015741317,0.0000226895,0.0000074159893,0.0025099237,0.0013591684,0.033691004,0.000071032366,0.9389588,0.0002772827],"about_ca_topic_score_codex":0.00019675944,"about_ca_topic_score_gemma":0.0000028430559,"teacher_disagreement_score":0.8173624,"about_ca_system_score_codex":0.00029432034,"about_ca_system_score_gemma":7.326882e-7,"threshold_uncertainty_score":0.99279505},"labels":[],"label_agreement":null},{"id":"W7106826361","doi":"10.5281/zenodo.17588245","title":"Lunchtime Tech-Talk at GEOSS South Africa (Pty) Ltd on the \"Real-time Biomonitoring of Emerging Contaminants in Water Resources\"","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"European Commission","keywords":"Biomonitoring; Contamination; Water contamination; Water quality; Surface water","score_opus":0.01800728917561487,"score_gpt":0.20562611605731493,"score_spread":0.18761882688170006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106826361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732372,0.0000065743134,0.000044532404,0.00026444066,0.000039229744,0.00026198573,0.0000371974,0.0000859897,0.12602285],"genre_scores_gemma":[0.99434334,0.000006906225,0.000019912271,0.000019671776,0.00001608381,3.9542925e-8,0.000035360154,0.00010463954,0.005454062],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986889,0.00021433843,0.00020939625,0.00028400985,0.00030357184,0.00029978817],"domain_scores_gemma":[0.999489,0.000030072051,0.00007376981,0.00031857478,0.000034980807,0.000053613254],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007922435,0.00010358795,0.00012641317,0.000117035524,0.0010782181,0.00009493076,0.00066413125,0.00004769764,0.012225608],"category_scores_gemma":[0.000121853234,0.00007214708,0.00003738261,0.00042878874,0.00016632183,0.00008337866,0.0017377872,0.00012053838,0.007977347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061488507,0.0007877011,0.012171624,0.00023629211,0.00018089627,0.0001175744,0.072730966,0.0005987254,0.75009423,0.00075886725,0.12159644,0.04011176],"study_design_scores_gemma":[0.0007949736,0.00022937075,0.021920873,0.00015741317,0.0000226895,0.0000074159893,0.0025099237,0.0013591684,0.033691004,0.000071032366,0.9389588,0.0002772827],"about_ca_topic_score_codex":0.00019675944,"about_ca_topic_score_gemma":0.0000028430559,"teacher_disagreement_score":0.8173624,"about_ca_system_score_codex":0.00029432034,"about_ca_system_score_gemma":7.326882e-7,"threshold_uncertainty_score":0.99279505},"labels":[],"label_agreement":null},{"id":"W7112671440","doi":"","title":"Sex differences in rates of territory joining and territory inheritance in cooperatively breeding cichlid fish from Lake Tanganyika","year":2006,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Cichlid; Inheritance (genetic algorithm); Fish <Actinopterygii>; Population","score_opus":0.06551352154601824,"score_gpt":0.2459221841444299,"score_spread":0.18040866259841165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112671440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989454,0.00006668106,0.00002863774,0.00032528737,0.000023423014,0.00018756576,0.000031173426,0.000005999716,0.00038582564],"genre_scores_gemma":[0.9995655,0.0000707082,0.000239872,0.0000116199935,0.000023456581,7.876174e-7,0.000005746367,0.000003994996,0.00007831849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986106,0.00029098822,0.00017834584,0.00027922337,0.0003898553,0.00025096667],"domain_scores_gemma":[0.9994066,0.00028907516,0.00008377604,0.00015646825,0.00001803866,0.00004603751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007184381,0.000101449295,0.00024510807,0.000098209384,0.00015448531,0.000016884043,0.00036816532,0.00007123019,0.00020834703],"category_scores_gemma":[0.000026558786,0.000089720066,0.000029455041,0.00021023239,0.0006765134,0.00032100148,0.00043139246,0.00024524238,0.000012229119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004013642,0.0000762608,0.9738393,0.000027220394,0.000007082061,0.000026209525,0.018395536,0.000020219162,0.0060195606,0.000008339122,0.0010777572,0.00046242375],"study_design_scores_gemma":[0.000514114,0.00008063344,0.96269804,0.0001833997,0.0000034910943,6.6851646e-7,0.03331603,0.0006677287,0.0012138463,0.00010862522,0.0011106016,0.00010280877],"about_ca_topic_score_codex":0.004437797,"about_ca_topic_score_gemma":0.013909133,"teacher_disagreement_score":0.0149204945,"about_ca_system_score_codex":0.00013387582,"about_ca_system_score_gemma":0.000019170011,"threshold_uncertainty_score":0.7761623},"labels":[],"label_agreement":null},{"id":"W7113223435","doi":"","title":"Liver size reveals social status in an African cichlid fish","year":2009,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Cichlid; Fish <Actinopterygii>; Social status; Aquatic animal; Immune status","score_opus":0.0725959899090608,"score_gpt":0.2777034713418774,"score_spread":0.2051074814328166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113223435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586344,0.000009023376,0.000020532954,0.0016141875,0.000014611813,0.00028168064,0.000013622072,0.00001631522,0.0021665809],"genre_scores_gemma":[0.9994101,0.00005759656,0.00023211051,0.0000984752,0.000029240371,3.248661e-7,0.0000039545307,0.0000039216575,0.00016429812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979462,0.00044990657,0.00012560033,0.00030884187,0.0006591187,0.00051034056],"domain_scores_gemma":[0.9992738,0.00017655289,0.00007079894,0.00029638066,0.000033994485,0.00014850187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010992212,0.00010135964,0.00018334661,0.00006594762,0.00041210875,0.000022447404,0.00065578753,0.0000806673,0.0014909534],"category_scores_gemma":[0.00005722267,0.00009097254,0.000067497174,0.00042480225,0.00045084686,0.00042189864,0.00036247572,0.0002809319,0.00033039303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007485811,0.001174123,0.53654563,0.000079635734,0.000040511706,0.00039515152,0.3612725,0.00008331469,0.007380016,0.0003380646,0.06416214,0.02778029],"study_design_scores_gemma":[0.0005001183,0.00025946583,0.95231277,0.000020701447,0.0000074967547,0.0000011771751,0.036499526,0.00019943123,0.0000955756,0.0004432756,0.009527043,0.00013342065],"about_ca_topic_score_codex":0.00044510557,"about_ca_topic_score_gemma":0.00040416053,"teacher_disagreement_score":0.4157671,"about_ca_system_score_codex":0.0003922577,"about_ca_system_score_gemma":0.000023756102,"threshold_uncertainty_score":0.99942183},"labels":[],"label_agreement":null},{"id":"W7130557369","doi":"10.5281/zenodo.18036273","title":"EcoAdvance Showcase: Sofia Matsi - Republic of Cyrus","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"File format; Government (linguistics); Quarter (Canadian coin)","score_opus":0.023986912512589022,"score_gpt":0.2748744852334219,"score_spread":0.2508875727208329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130557369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8034074,0.000021039781,0.00012800108,0.00027489362,0.00007758009,0.00018987973,0.000024755196,8.6761077e-7,0.1958756],"genre_scores_gemma":[0.9753524,0.0000043074406,0.005541081,0.000058946047,0.0000049116306,0.0000023178138,0.000004522899,0.0000016135659,0.019029906],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942803,0.000020771307,0.00014182224,0.00019844543,0.00010080492,0.00011012704],"domain_scores_gemma":[0.9996236,0.00002296791,0.0000717209,0.00024209185,0.0000056398144,0.00003398432],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023964918,0.000056882312,0.00011616947,0.000014823813,0.00007458141,0.000035201716,0.0004024316,0.00003378444,0.018810337],"category_scores_gemma":[0.000030391418,0.000049226026,0.000025967913,0.0001586724,0.000063965585,0.00022017393,0.0005818912,0.00003763866,0.0012600769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006108321,0.0002766347,0.4859066,0.000029670176,0.0000429258,0.000034397573,0.0006193683,0.0001057487,0.010261571,0.0002571536,0.054279726,0.44812512],"study_design_scores_gemma":[0.00066837424,0.00006511667,0.129322,0.000068100264,0.000031292628,0.000006175458,0.0005940413,0.0006885461,0.024371348,0.00042124063,0.8435274,0.00023636666],"about_ca_topic_score_codex":0.0006299525,"about_ca_topic_score_gemma":0.0004950884,"teacher_disagreement_score":0.78924763,"about_ca_system_score_codex":0.00005490055,"about_ca_system_score_gemma":0.000014913214,"threshold_uncertainty_score":0.99951756},"labels":[],"label_agreement":null},{"id":"W7130564338","doi":"10.5281/zenodo.18036274","title":"EcoAdvance Showcase: Sofia Matsi - Republic of Cyrus","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"File format; Government (linguistics); Quarter (Canadian coin)","score_opus":0.01959084734638779,"score_gpt":0.22157102364405376,"score_spread":0.20198017629766596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130564338","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38016516,0.000080705606,0.005854752,0.0012564234,0.00016508151,0.0005342845,0.00023898137,0.00044510842,0.6112595],"genre_scores_gemma":[0.9954398,0.00002927924,0.0004436486,0.00011984282,0.000017082139,1.29629045e-8,0.00014873224,0.00013818481,0.0036634014],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899703,0.00011792661,0.00018655322,0.00026829817,0.00023141222,0.00019875972],"domain_scores_gemma":[0.99940765,0.000015282103,0.000088840025,0.0003448901,0.000070399,0.000072951894],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045344888,0.000078029385,0.00010906997,0.000072832394,0.00088138395,0.0001238508,0.00063724845,0.000039911614,0.031988934],"category_scores_gemma":[0.00027785747,0.0000774005,0.000037303278,0.00047687723,0.00016372457,0.00020850642,0.0013200081,0.000099491794,0.00618244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007712633,0.00029004843,0.0015282114,0.00014352363,0.000051444607,0.000019038964,0.0007894414,0.00017860845,0.015177247,0.007279142,0.79870695,0.17575923],"study_design_scores_gemma":[0.00024189822,0.000061543054,0.008801468,0.000020775087,0.000008298194,0.000013925797,0.00019282347,0.00039603256,0.001069004,0.00025134973,0.9888532,0.00008967934],"about_ca_topic_score_codex":0.00008493282,"about_ca_topic_score_gemma":0.000001868102,"teacher_disagreement_score":0.61527467,"about_ca_system_score_codex":0.00014611626,"about_ca_system_score_gemma":0.0000015259238,"threshold_uncertainty_score":0.99459136},"labels":[],"label_agreement":null},{"id":"W7153673680","doi":"","title":"Loomis on California Water Birds","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crown (dentistry); Larva; Open water; Drop (telecommunication)","score_opus":0.015149511137291063,"score_gpt":0.1703693551299391,"score_spread":0.15521984399264802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153673680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955236,0.0001445779,0.0027342895,0.0006834987,0.0012733373,0.00069798436,0.014445605,0.0002413822,0.024543293],"genre_scores_gemma":[0.9929867,0.00006349427,0.00023333213,0.000026405973,0.00014507755,6.512372e-8,0.00018511315,0.00005254998,0.006307278],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9950159,0.00014022767,0.0005471877,0.0015285345,0.0015802708,0.0011878341],"domain_scores_gemma":[0.99715286,0.00018052875,0.00044266094,0.0012607026,0.00015511784,0.00080810423],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056004926,0.00087356416,0.0012784161,0.00070394494,0.0013938654,0.00022026084,0.0022371954,0.00066204503,0.007122583],"category_scores_gemma":[0.0000308802,0.0009803977,0.0012301318,0.0011608707,0.0024877,0.0017001459,0.0023618028,0.00093431026,0.011373829],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009653539,0.002589586,0.5228881,0.005492534,0.0064649214,0.006823376,0.36378455,0.005371336,0.0030366937,0.0038860939,0.039346516,0.030662686],"study_design_scores_gemma":[0.0142064635,0.005643056,0.080309585,0.0049223206,0.0049549025,0.00009023314,0.49811393,0.030361617,0.0036279846,0.0009735742,0.3484781,0.008318233],"about_ca_topic_score_codex":0.002048142,"about_ca_topic_score_gemma":0.00044855487,"teacher_disagreement_score":0.44257855,"about_ca_system_score_codex":0.0007856352,"about_ca_system_score_gemma":0.0001912011,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W7161941387","doi":"10.82308/28648","title":"Quantification of biogenic turbulence","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Turbulence kinetic energy; Panache; Statistical analysis","score_opus":0.014597429698718639,"score_gpt":0.22787361697423755,"score_spread":0.21327618727551892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161941387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91713405,0.0000249007,0.00012750737,0.000009339871,0.00030609485,0.00014461992,0.000017300219,0.000015167701,0.08222104],"genre_scores_gemma":[0.96816564,0.000024120567,0.0009854727,0.000009805736,0.000021456739,0.0000023197824,0.00023684354,0.000004588662,0.030549774],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999335,0.000012356116,0.00017304909,0.00020006484,0.00020036353,0.00007919758],"domain_scores_gemma":[0.9995524,0.000008549836,0.00020064045,0.00019828086,0.000013364729,0.00002674637],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119469514,0.00008288773,0.000115089104,0.000020129453,0.000046660167,0.00000539629,0.00018893638,0.00012022075,0.01079137],"category_scores_gemma":[0.00001368754,0.00006742443,0.000054308814,0.000105171806,0.00004664961,0.00005023213,0.000026055164,0.00003650443,0.0032111898],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031079756,0.0007573797,0.23233409,0.0010535966,0.00022879844,0.000006196368,0.0064883097,0.000028793946,0.27442655,0.001655677,0.41763574,0.06507406],"study_design_scores_gemma":[0.00043886757,0.00039110513,0.53857464,0.00026810355,0.00024353042,0.0000035203198,0.0034799196,0.002181812,0.39480338,0.0010935649,0.05736552,0.0011560048],"about_ca_topic_score_codex":0.0014367711,"about_ca_topic_score_gemma":0.0020118975,"teacher_disagreement_score":0.36027023,"about_ca_system_score_codex":0.000036036163,"about_ca_system_score_gemma":0.000008057749,"threshold_uncertainty_score":0.9975649},"labels":[],"label_agreement":null},{"id":"W7162126203","doi":"10.82308/11978","title":"Spatial scale and the ecological determinants of the distribution and diversity of fishes in Ontario lakes","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Species richness; Scale (ratio); Spatial ecology; Distribution (mathematics); Spatial distribution; Body size and species richness; Species diversity; Biodiversity; Diversity (politics)","score_opus":0.010324348423414448,"score_gpt":0.18175982207607078,"score_spread":0.17143547365265632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162126203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984722,0.000006851251,0.0000016758004,0.000015355445,0.000049874106,0.00019969635,0.000030948315,0.0000011875635,0.0012222013],"genre_scores_gemma":[0.9990481,0.000026172216,0.000007572934,0.0000052634527,0.0000019066533,9.186895e-7,0.000019923322,6.472566e-7,0.0008894722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949986,0.000047136353,0.00013344336,0.00011662211,0.0001414076,0.000061503895],"domain_scores_gemma":[0.99972016,0.00004930921,0.00013885988,0.000072694274,0.0000047692124,0.000014189076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013996415,0.000066102955,0.00017345257,0.0000047836043,0.00015868938,0.0000032710386,0.0001161022,0.00009567107,0.00021298311],"category_scores_gemma":[0.000020063517,0.000032494896,0.000035629277,0.000031350486,0.0002985002,0.000035684345,0.00025820854,0.00008156068,0.00000119111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054152257,0.000026082716,0.99804395,0.000010864445,0.0000022654167,6.0350806e-7,0.0013543995,7.835316e-7,0.000011626584,0.0000028139837,0.000097714044,0.00039473048],"study_design_scores_gemma":[0.00031653958,0.000025860722,0.9986302,0.000017413626,0.000018474153,0.0000013583,0.00043546007,0.00011972228,0.0003133659,0.00004966564,0.00003037363,0.00004154672],"about_ca_topic_score_codex":0.38240233,"about_ca_topic_score_gemma":0.96727765,"teacher_disagreement_score":0.5848753,"about_ca_system_score_codex":0.000059093818,"about_ca_system_score_gemma":0.000010298478,"threshold_uncertainty_score":0.6217103},"labels":[],"label_agreement":null},{"id":"W775847654","doi":"10.18060/20959","title":"Laurentian and African Great Lakes--Different Strategies in the Fight Against Invasive Species","year":2013,"lang":"en","type":"article","venue":"Indiana international & comparative law review","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Invasive species; Introduced species; Legislation; Geography; Ecology; Biodiversity; Ecosystem; Environmental resource management; Environmental planning; Biology; Political science; Environmental science","score_opus":0.040658173024235064,"score_gpt":0.2601956938904095,"score_spread":0.2195375208661744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W775847654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8174594,0.0024892115,0.000015488324,0.0053509157,0.00012481246,0.0013074329,0.000057385118,0.000013563546,0.17318176],"genre_scores_gemma":[0.99520296,0.0018942661,0.000038575134,0.0024423443,0.0000304359,0.000081974176,0.00004465458,0.0000024030257,0.0002623683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989472,0.00014529395,0.0002390667,0.00021703201,0.0003078751,0.0001435232],"domain_scores_gemma":[0.99955076,0.000115511684,0.00012642611,0.00013710164,0.000019758414,0.000050429633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001459773,0.00014702945,0.00024393531,0.00002125238,0.00010488837,0.00013387651,0.0003965138,0.000025203753,0.0051256367],"category_scores_gemma":[0.000010303337,0.00008702635,0.000056555895,0.00011252739,0.00018898881,0.00036789,0.00012425816,0.000120008925,0.00068606203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024299967,0.0006517684,0.3664846,0.0008248845,0.0003952595,0.0001465142,0.014936153,0.00010033419,0.0006879446,0.1629031,0.44567353,0.007171619],"study_design_scores_gemma":[0.00038952054,0.00009144143,0.42946398,0.0012386375,0.000034829383,0.000017302395,0.0027106944,0.00026920877,0.000092905626,0.0023611726,0.56294155,0.00038879077],"about_ca_topic_score_codex":0.0013039825,"about_ca_topic_score_gemma":0.021317497,"teacher_disagreement_score":0.17774355,"about_ca_system_score_codex":0.00009653563,"about_ca_system_score_gemma":0.000007985646,"threshold_uncertainty_score":0.9965409},"labels":[],"label_agreement":null},{"id":"W779620778","doi":"","title":"Heron Lake (Book Review)","year":2013,"lang":"en","type":"article","venue":"Dordt Digital Collections (Dordt College)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heron; Geography; History; Geology","score_opus":0.006223160240327941,"score_gpt":0.18379720768331725,"score_spread":0.17757404744298932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W779620778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039041955,0.002906955,0.0002853415,0.0031700234,0.0006937531,0.0030043297,0.00057692063,0.00034703923,0.9499737],"genre_scores_gemma":[0.2193547,0.0012756357,0.0004316795,0.005946224,0.00017289714,0.00040399647,0.00009877468,0.000047237652,0.77226883],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817735,0.0000497276,0.00040775372,0.0004831993,0.00043857482,0.0004434052],"domain_scores_gemma":[0.9990534,0.00007519766,0.00013877814,0.00043428285,0.00004920862,0.00024911447],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013877558,0.00026558063,0.00032697775,0.00008707175,0.00083171163,0.00021418331,0.0003381294,0.000107707856,0.051434934],"category_scores_gemma":[0.00008438401,0.00023755309,0.0001857422,0.0015462971,0.00016487148,0.00118042,0.00029717362,0.0001769508,0.014361014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006019583,0.0001287873,0.0067630624,0.000039094193,0.000021450056,0.0000072585362,0.00002177836,0.0000124650405,0.00002615021,0.00002863696,0.9918902,0.0010551127],"study_design_scores_gemma":[0.00034562452,0.0001424858,0.004728618,0.000099632154,0.000027293463,0.000044646193,0.00012445016,0.00029781574,0.000039080744,0.00019556598,0.9936085,0.00034633878],"about_ca_topic_score_codex":0.0005789963,"about_ca_topic_score_gemma":0.0014080509,"teacher_disagreement_score":0.18031275,"about_ca_system_score_codex":0.00031555165,"about_ca_system_score_gemma":0.000040676772,"threshold_uncertainty_score":0.98640645},"labels":[],"label_agreement":null},{"id":"W950312665","doi":"","title":"Bâtir chalet au lac Aylmer","year":2004,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","score_opus":0.0061281696336535916,"score_gpt":0.14417680806617605,"score_spread":0.13804863843252246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W950312665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605062,0.014784325,0.001077534,0.10067309,0.00092208415,0.0003704675,0.00023216977,0.000088932415,0.021345219],"genre_scores_gemma":[0.82503915,0.00455058,0.0017177021,0.00070840016,0.0002870238,0.0000021665592,0.000027104217,0.00002862952,0.16763926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980586,0.00007932786,0.00018041975,0.0005073446,0.00040777415,0.00076649233],"domain_scores_gemma":[0.9989222,0.000035722653,0.00016814395,0.00041829725,0.00001620126,0.0004393896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002583681,0.00029219003,0.00029299315,0.000064707936,0.00093477004,0.00001964859,0.00045913729,0.0002885412,0.0044387365],"category_scores_gemma":[0.000013776794,0.00033033083,0.00021134858,0.00038291718,0.00032949843,0.0003777457,0.0006845304,0.00023552614,0.014607872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003736794,0.0015338561,0.13425523,0.00033869065,0.0006312164,0.016385535,0.012011069,0.010796923,0.006322411,0.062241282,0.6066565,0.14845361],"study_design_scores_gemma":[0.0014527512,0.00017701532,0.021614797,0.000087212546,0.00014915488,0.0003509725,0.0010909247,0.00039041496,0.0005233698,0.0009363747,0.9727767,0.00045029927],"about_ca_topic_score_codex":0.2176563,"about_ca_topic_score_gemma":0.37010983,"teacher_disagreement_score":0.36612022,"about_ca_system_score_codex":0.028075747,"about_ca_system_score_gemma":0.00005705189,"threshold_uncertainty_score":0.9999149},"labels":[],"label_agreement":null}]}