{"meta":{"query_hash":"a85131f36349","filters":{"venue":"Western Indian Ocean Journal of Marine Science"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/a85131f36349","api":"https://metacan.xera.ac/api/v1/cohort?venue=Western+Indian+Ocean+Journal+of+Marine+Science"},"results":[{"id":"W4210528654","doi":"10.4314/wiojms.v20i2.5","title":"Distribution of organochlorine pesticides and polychlorinated biphenyls present in surface sediments of the Sabaki and Tana estuaries, Kenya","year":2022,"lang":"en","type":"article","venue":"Western Indian Ocean Journal of Marine Science","topic":"Toxic Organic Pollutants Impact","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":"Estuary; Environmental science; Sediment; Heptachlor; Pollutant; Chlordane; Pesticide; Environmental chemistry; Pollution; Organochlorine pesticide; Contamination; Ecology; Biology; Chemistry","score_opus":0.007231171739774794,"score_gpt":0.21893299156890075,"score_spread":0.21170181982912595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210528654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99914825,0.00020347699,0.000027054999,0.0000062542226,8.598987e-7,0.000005885943,0.00019498187,8.878194e-7,0.00041230506],"genre_scores_gemma":[0.9979358,0.0005178098,0.00022203178,0.0000166053,0.0000014812709,0.000013730954,0.00038019518,0.000001463913,0.00091103546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989593,0.000009056643,0.000016778215,0.00002447183,0.000032430115,0.000021286269],"domain_scores_gemma":[0.99985707,0.000013917076,0.00006016734,0.0000040427753,0.00004479097,0.000019948546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088543486,0.00032987582,0.00025095794,0.0012093663,0.0006296124,0.00045674518,0.00015234167,0.0002799832,0.00052514643],"category_scores_gemma":[0.00020891178,0.00031185852,0.00013013007,0.0012192538,0.00040228153,0.00024532317,0.00033635247,0.00014574759,0.00011931995],"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":[0.0002128079,0.00005017338,0.8999511,0.00020818335,0.00007714157,0.00091453205,0.0018194919,0.00013219683,0.086628385,0.00007345886,0.00009743874,0.009835067],"study_design_scores_gemma":[0.000003846916,0.00008009382,0.9961092,0.000012957058,0.00001706005,0.00025919234,0.0011412785,0.000048430727,0.0016764705,0.000013031897,0.0006323016,0.0000061604246],"about_ca_topic_score_codex":0.041349746,"about_ca_topic_score_gemma":0.10864164,"teacher_disagreement_score":0.041349746,"about_ca_system_score_codex":0.0004294321,"about_ca_system_score_gemma":0.00055969995,"threshold_uncertainty_score":0.08221811},"labels":[],"label_agreement":null},{"id":"W4210660720","doi":"10.4314/wiojms.v20i2.4","title":"Modelling spillover effects of a marine protected area in the Western Indian Ocean","year":2022,"lang":"en","type":"article","venue":"Western Indian Ocean Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","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":"University of Cape Town; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Spillover effect; Abundance (ecology); Bay; Fishery; Oceanography; Fishing; Environmental science; Productivity; Geography; Marine protected area; Negative binomial distribution; Ecology; Biology; Geology","score_opus":0.010640530665934006,"score_gpt":0.20556944744511457,"score_spread":0.19492891677918056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210660720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943178,0.00024533932,0.0034157874,0.00012169419,0.00001057995,0.000047848265,0.0002596462,0.000037505815,0.0015437827],"genre_scores_gemma":[0.99835193,0.00010629618,0.0010738109,0.000012266995,0.000003876334,0.00001932103,0.00010938262,0.0000033230247,0.00031976518],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995828,0.00019729209,0.000021537586,0.00007697732,0.000030772477,0.00009063875],"domain_scores_gemma":[0.9978538,0.0013719632,0.00036096651,0.00008545845,0.00015247699,0.00017520227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012601778,0.00043304803,0.0004920484,0.0010552015,0.00036533535,0.0010865896,0.0008183644,0.0005860955,0.0022459796],"category_scores_gemma":[0.0029171116,0.00034589812,0.0006785231,0.00067147875,0.0003974118,0.0006046388,0.0013982328,0.0005252706,0.00011827302],"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":[0.00032438769,0.00024697362,0.3848603,0.00019717147,0.00037445914,0.0014045412,0.0004687697,0.5906419,0.0018132554,0.004004525,0.0005340899,0.015129676],"study_design_scores_gemma":[0.000035317404,0.00041404009,0.16546197,0.00009995024,0.0002885192,0.00025751546,0.0012569743,0.8291749,0.000528268,0.001459759,0.0009833907,0.00003938356],"about_ca_topic_score_codex":0.06129742,"about_ca_topic_score_gemma":0.046294235,"teacher_disagreement_score":0.06129742,"about_ca_system_score_codex":0.0011751284,"about_ca_system_score_gemma":0.0011136592,"threshold_uncertainty_score":0.12188125},"labels":[],"label_agreement":null},{"id":"W4311353080","doi":"10.4314/wiojms.si2022.1.1","title":"Sustainable Development Goal 14 in the Western Indian Ocean: a socio-ecological approach to understanding progress","year":2022,"lang":"en","type":"article","venue":"Western Indian Ocean Journal of Marine Science","topic":"Coastal and Marine Management","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 British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Sustainable development; Subsidy; Corporate governance; Environmental resource management; Sustainability; Business; Marine conservation; Natural resource economics; Environmental planning; Geography; Fishery; Ecology; Economics; Biology; Finance","score_opus":0.019177624023787934,"score_gpt":0.23222563455133796,"score_spread":0.21304801052755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311353080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07200627,0.076102205,0.07316295,0.25776508,0.0032926726,0.0011724519,0.0037904177,0.00041871457,0.5122892],"genre_scores_gemma":[0.86125064,0.07168119,0.04207915,0.010737306,0.00075976783,0.0009427462,0.0013948093,0.00012609953,0.011028269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9907516,0.0043780967,0.0007554824,0.0007778303,0.0021207302,0.0012161752],"domain_scores_gemma":[0.9927893,0.0034286098,0.0013542095,0.00033553477,0.0015015894,0.00059072743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011953509,0.0020291535,0.00089535455,0.013097632,0.0069189067,0.019372985,0.0031150277,0.0036260535,0.004179016],"category_scores_gemma":[0.011131693,0.00044148497,0.001006716,0.014828277,0.026505366,0.018560717,0.015239667,0.006212378,0.0007104997],"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":[0.000031100742,0.00010235372,0.02099507,0.0017798163,0.00008063188,0.0006806245,0.048983302,0.005052404,0.00038229328,0.818652,0.017876608,0.085383885],"study_design_scores_gemma":[0.0000066366433,0.000115746174,0.023307601,0.0049183653,0.0000746332,0.00035827182,0.16727634,0.0034173268,0.00041860424,0.46942636,0.3305361,0.00014396466],"about_ca_topic_score_codex":0.094115905,"about_ca_topic_score_gemma":0.08420399,"teacher_disagreement_score":0.094115905,"about_ca_system_score_codex":0.021213109,"about_ca_system_score_gemma":0.03162858,"threshold_uncertainty_score":0.18713617},"labels":[],"label_agreement":null},{"id":"W4407030437","doi":"10.4314/wiojms.v23i2.12","title":"Effects of environmental change on phytoplankton in Kuwait Bay, Arabian Gulf: Emerging Critical Issues","year":2025,"lang":"en","type":"article","venue":"Western Indian Ocean Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"Kuwait Institute for Scientific Research; University of Warwick","keywords":"Phytoplankton; Bay; Oceanography; Red tide; Algal bloom; Fish kill; Fishery; Environmental science; Pelagic zone; Marine ecosystem; Ecosystem; Ecology; Nutrient; Biology; Geology","score_opus":0.01029941494072009,"score_gpt":0.2753837992696195,"score_spread":0.2650843843288994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407030437","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06299581,0.9119169,0.00020202815,0.020089759,0.000590786,0.000017778824,0.0005359323,0.000026812831,0.0036240898],"genre_scores_gemma":[0.2588179,0.73255473,0.0008818995,0.0058047213,0.0007591331,0.000019616436,0.00034117932,0.000006808687,0.0008139868],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995478,0.00009016322,0.00008863341,0.000058224858,0.00011962608,0.00009557727],"domain_scores_gemma":[0.9976488,0.00062721164,0.0006197191,0.00004420803,0.0008296365,0.00023042655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014797858,0.00050178514,0.00046193248,0.001567932,0.000817551,0.002994363,0.00066509127,0.0012098702,0.0017543808],"category_scores_gemma":[0.0016697453,0.0001880707,0.0003998827,0.002757296,0.0016093419,0.0015796308,0.0012157179,0.00092909543,0.00017750227],"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":[0.0002559015,0.00012754549,0.27284136,0.0151132485,0.00058991456,0.0025282698,0.0040787687,0.0018800048,0.0029809154,0.004202107,0.023427287,0.6719747],"study_design_scores_gemma":[0.000012108499,0.00029231366,0.8096709,0.006309846,0.00048285376,0.0016175774,0.01928975,0.00082548615,0.00073251425,0.0028755201,0.15780556,0.00008548648],"about_ca_topic_score_codex":0.06117153,"about_ca_topic_score_gemma":0.0957744,"teacher_disagreement_score":0.06117153,"about_ca_system_score_codex":0.0026908056,"about_ca_system_score_gemma":0.004233137,"threshold_uncertainty_score":0.12163097},"labels":[],"label_agreement":null}]}