{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":150,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":150,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"cd2b4c3e8115","filters":{"topic":"Marine and Coastal Ecosystems"}},"results":[{"id":"W2739609849","doi":"10.29313/jpwk.v14i1.2551","title":"IDENTIFIKASI DAMPAK PERUBAHAN FUNGSI EKOSISTEM PESISIR TERHADAP LINGKUNGAN DI WILAYAH PESISIR KECAMATAN MUARAGEMBONG","year":2017,"lang":"id","type":"article","venue":"Jurnal Perencanaan Wilayah dan Kota","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Geography","authors":[{"name":"Yulia Asyiawati","is_ca":true},{"name":"Lely Syiddatul Akliyah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0188174709303823,"gpt":0.2455944705350454,"spread":0.2267769996046631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001863317,0.001921355,0.00199077,0.0003921337,0.005182062,0.005240364,0.005945242,0.0007534536,0.001459962],"category_scores_gemma":[0.0003814126,0.001890342,0.001265739,0.0005447873,0.001253435,0.003025051,0.003822092,0.001988882,0.001592365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231087,"about_ca_system_score_gemma":0.0004174047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00935676,"about_ca_topic_score_gemma":0.01862228,"domain_scores_codex":[0.9884422,0.0006254376,0.002427477,0.002880588,0.002787833,0.0028365],"domain_scores_gemma":[0.9899318,0.0002119204,0.002545074,0.005084037,0.0001839148,0.002043205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003373467,0.001228655,0.9087107,0.001072205,0.0008861175,0.0017413,0.003110202,0.0001813455,0.02264275,0.0008326188,0.01469227,0.04456456],"study_design_scores_gemma":[0.001966109,0.0007267646,0.9032428,0.001280146,0.0007161041,0.0005340076,0.003865669,0.005544106,0.003253474,0.000095451,0.0759464,0.002828924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088837,0.0007964979,0.00005920131,0.001426272,0.003364125,0.001195457,0.0002454929,0.0002093016,0.08381996],"genre_scores_gemma":[0.9674597,0.0006438613,0.00005981958,0.0003451669,0.001951073,0.00009268418,0.0001217898,0.0002764197,0.02904949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06125413,"threshold_uncertainty_score":0.9994528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088637819","doi":"10.5430/ijhe.v9n6p164","title":"A Paradigm Shift of Learning in Maritime Education amidst COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Pandemic; Government (linguistics); The Internet; Population; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Psychology; Medical education; Public relations; Political science; Sociology; Medicine; Computer science; Demography","authors":[{"name":"Gregorio S. Ochavillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818329462138087,"gpt":0.3013060909590143,"spread":0.2831227963376334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000220486,0.00007621713,0.0001288069,0.0001021222,0.00001889388,0.00002715023,0.0003051846,0.00004034864,0.002765729],"category_scores_gemma":[0.00009552759,0.00007416722,0.0000586852,0.0001676408,0.00003404171,0.0003098212,0.00006899993,0.0001840015,0.00005562911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004496164,"about_ca_system_score_gemma":0.0004170267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083752,"about_ca_topic_score_gemma":0.0001416561,"domain_scores_codex":[0.9988838,0.00007691517,0.0004604939,0.0001183342,0.0003781388,0.00008227534],"domain_scores_gemma":[0.9992822,0.000054528,0.0004317107,0.00005520046,0.00002787772,0.0001485275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008117,0.0003296725,0.9656513,0.00002355453,0.0000228738,0.000004362709,0.001359919,0.001933821,0.0007669014,0.003265625,0.005002434,0.02153872],"study_design_scores_gemma":[0.0005585112,0.0001501275,0.6300129,0.00007388612,0.00001605908,0.00008469162,0.0003856332,0.0002414631,0.00006411167,0.008795104,0.3594723,0.0001451472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541426,0.0003181687,0.0005944763,0.02749703,0.001711693,0.000146148,0.000003519339,0.00001793476,0.01556847],"genre_scores_gemma":[0.996677,0.00004499109,0.0001550665,0.001609301,0.0003875099,0.000006439168,0.00001361189,0.000007350404,0.001098669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3544699,"threshold_uncertainty_score":0.9981459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376866792","doi":"10.1016/j.energy.2023.127871","title":"The potential of aquatic weed as a resource for sustainable bioenergy sources and bioproducts production","year":2023,"lang":"en","type":"article","venue":"Energy","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Bioproducts; Bioenergy; Environmentally friendly; Environmental science; Biorefinery; Biofuel; Life-cycle assessment; Sustainability; Biogas; Renewable energy; Waste management; Production (economics); Engineering; Ecology; Biology","authors":[{"name":"Mohammadali Kiehbadroudinezhad","is_ca":true},{"name":"Homa Hosseinzadeh-Bandbafha","is_ca":false},{"name":"Junting Pan","is_ca":false},{"name":"Wanxi Peng","is_ca":false},{"name":"Yajing Wang","is_ca":false},{"name":"Mortaza Aghbashlo","is_ca":false},{"name":"Meisam Tabatabaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004197196715323467,"gpt":0.1868555201034627,"spread":0.1826583233881393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000336869,0.00007687799,0.00008884518,0.00003708146,0.0002526892,0.0000334211,0.0001216622,0.00002806168,0.00002589238],"category_scores_gemma":[0.0001386961,0.00005444016,0.00003048445,0.000341556,0.0001153183,0.00007864331,0.0002151937,0.00002265141,0.00001232573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001974593,"about_ca_system_score_gemma":0.000009887736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102225,"about_ca_topic_score_gemma":0.0008417891,"domain_scores_codex":[0.9991731,0.00003720635,0.0001470595,0.0002368228,0.0001622994,0.0002435244],"domain_scores_gemma":[0.9996297,0.00003641099,0.0000765588,0.0002077631,0.00001076675,0.00003877278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006922352,0.0002421435,0.002128574,0.0003826449,0.000177288,0.00004446659,0.001496212,0.03376457,0.3286,0.06566741,0.129766,0.4370384],"study_design_scores_gemma":[0.0002190086,0.0001940703,0.001037178,0.000008336991,0.00001633874,0.00001326116,0.00288376,0.005405213,0.03026876,0.007917242,0.9518998,0.0001370657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904639,0.0001428816,0.00009747581,0.001652641,0.0001254813,0.0002144426,0.000001001817,0.00005547599,0.00724676],"genre_scores_gemma":[0.8897993,0.00003276454,0.00002148661,0.00002611303,0.0001207404,0.00008072324,0.000008042002,0.00001087782,0.1098999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8221338,"threshold_uncertainty_score":0.9963685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1850352686","doi":"10.5539/ass.v11n18p1","title":"Enhancing Capacity Building in Seaweed Cultivation System among the Poor Fishermen: A Case Study in Sabah, East Malaysia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Business; Capacity building; Estate; Environmental planning; Economic growth; Geography","authors":[{"name":"Rosazman Hussin","is_ca":false},{"name":"Suhaimi Md Yasir","is_ca":false},{"name":"Velan Kunjuraman","is_ca":false},{"name":"Aisah Hossin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01915288257461548,"gpt":0.2426266327243501,"spread":0.2234737501497346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002420262,0.0001315669,0.0001680335,0.00007263687,0.0003975567,0.0001433764,0.0004193731,0.00004720538,0.00002283801],"category_scores_gemma":[0.0001003685,0.0001045712,0.0000289243,0.001741202,0.0003482566,0.000751839,0.0003725145,0.0001940755,0.00002799229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096741,"about_ca_system_score_gemma":0.00005618386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06181303,"about_ca_topic_score_gemma":0.07377032,"domain_scores_codex":[0.9979719,0.0002109837,0.0003170564,0.0004149005,0.0006488808,0.0004363032],"domain_scores_gemma":[0.9995365,0.00002002852,0.0001260344,0.0001714849,0.00001921452,0.0001267674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129491,0.0001758943,0.9124392,0.00001436673,0.000002860788,0.0005117354,0.05774944,0.0001036394,0.004330108,0.0003516408,0.0000594931,0.02425033],"study_design_scores_gemma":[0.0006466417,0.00008100944,0.696008,0.00004581677,0.000006235068,0.0001508653,0.2982357,0.004173248,0.0002286214,0.00008338343,0.00007708262,0.0002633853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057148,9.591462e-7,0.00004938409,0.0001427517,0.0001218456,0.0005782247,0.000001238222,0.00002694356,0.09336387],"genre_scores_gemma":[0.9996696,4.843073e-8,0.0000563592,0.00003124784,0.00006905803,0.00006271446,2.740665e-7,0.000007065636,0.0001036851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2404862,"threshold_uncertainty_score":0.9444345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173991644","doi":"10.18280/ijsdp.160317","title":"Coastal Reef and Seagrass Monitoring for Coastal Ecosystem Management","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitas Gadjah Mada","keywords":"Seagrass; Reef; Coral reef; Coral; Environmental science; Habitat; Oceanography; Benthic zone; Fishery; Geography; Ecology; Geology; Biology","authors":[{"name":"Wahyu Lazuardi","is_ca":false},{"name":"Ridwan Ardiyanto","is_ca":false},{"name":"Muh Aris Marfai","is_ca":false},{"name":"Bachtiar W. Mutaqin","is_ca":false},{"name":"Denny Wijaya Kusuma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01050425152367311,"gpt":0.2347581018235004,"spread":0.2242538502998273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004298307,0.0001048746,0.0001439038,0.000086081,0.0001303481,0.000152681,0.0001300267,0.00003119233,0.00003812599],"category_scores_gemma":[0.00003494212,0.00009863376,0.00003208157,0.00007248441,0.0000150275,0.0003110516,0.0003856423,0.0000816501,0.000001719002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009581553,"about_ca_system_score_gemma":0.00004450819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199994,"about_ca_topic_score_gemma":0.00003417421,"domain_scores_codex":[0.9989422,0.00001920916,0.0003406086,0.0001492796,0.0003442472,0.000204439],"domain_scores_gemma":[0.9994802,0.00005600655,0.0001763703,0.0000405044,0.0001535139,0.0000934162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005379709,0.0001626146,0.8435512,0.0005927106,0.0008571786,0.01442636,0.007463974,0.00132415,0.0007996482,0.003028899,0.003902735,0.1233526],"study_design_scores_gemma":[0.003752812,0.0001771279,0.2693318,0.000807026,0.00007500736,0.001960901,0.1495994,0.001047497,0.007032637,0.001308111,0.564249,0.0006586433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902753,0.0001531468,0.003445312,0.0001580726,0.0004199733,0.0001123691,0.000005416934,0.000006876853,0.005423591],"genre_scores_gemma":[0.989387,0.00004980036,0.005769608,0.00002991578,0.0001595649,0.000008944818,0.00001082208,0.000008656199,0.004575714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5742193,"threshold_uncertainty_score":0.4022168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120136228","doi":"10.5267/j.dsl.2020.11.002","title":"Determinant factors of fishermen income and decision-making for providing welfare insurance: An application of multinomial logistic regression","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitas Padjadjaran; Universiti Malaysia Terengganu","keywords":"Multinomial logistic regression; Welfare; Poverty; Fishing; Business; Socioeconomic status; Logistic regression; Household income; Socioeconomics; Geography; Fishery; Economics; Economic growth; Computer science","authors":[{"name":"Sukono Sukono","is_ca":false},{"name":"Riaman Riaman","is_ca":false},{"name":"Titin Herawati","is_ca":false},{"name":"Jumadil Saputra","is_ca":false},{"name":"Endang Soeryana Hasbullah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175692132429347,"gpt":0.2947091853678068,"spread":0.2771399721248721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641559,0.000123158,0.0002315387,0.00009944009,0.0002553338,0.00005375054,0.0004084653,0.00004681411,0.00003589578],"category_scores_gemma":[0.0006148111,0.00009300433,0.00004930196,0.0005330893,0.0003479406,0.0005339613,0.0004527652,0.00005923056,0.000001566774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007792954,"about_ca_system_score_gemma":0.00002084384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189303,"about_ca_topic_score_gemma":0.0001188101,"domain_scores_codex":[0.9981788,0.00002661096,0.0004413422,0.0005253189,0.0006045669,0.0002233089],"domain_scores_gemma":[0.9987813,0.0003839871,0.0002963238,0.0004012753,0.00004724271,0.0000898194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005837395,0.00003326454,0.3425295,0.00002395417,9.720075e-7,0.000003366035,0.0002211217,0.0005089387,0.2023882,0.00001728197,0.00001386707,0.4542012],"study_design_scores_gemma":[0.0004985824,0.0001198451,0.9387442,0.000223275,0.00000763438,0.00001580903,0.0004514704,0.03440795,0.02420326,0.0007072588,0.0004091782,0.0002115285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538082,0.00000667558,0.04560617,0.00006086777,0.0001340433,0.0003018345,0.00001680357,0.000008762743,0.00005664165],"genre_scores_gemma":[0.9841385,0.000002712329,0.01575949,0.00005449666,0.00001362235,0.00001815269,0.000002864395,0.000007542856,0.000002541933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5962147,"threshold_uncertainty_score":0.3792607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596450331","doi":"10.29244/jp2wd.2017.1.1.1-15","title":"Penggunaan Teknologi Informasi dan Komunikasi dan Implikasinya terhadap Ketangguhan Mata Pencaharian Nelayan","year":2017,"lang":"en","type":"article","venue":"Journal of Regional and Rural Development Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Livelihood; Business; Information and Communications Technology; Knowledge management; Context (archaeology); Situational ethics; Agriculture; Geography; Computer science; Political science","authors":[{"name":"Asirin Asirin","is_ca":false},{"name":"Teti Armiati Argo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02252744423189452,"gpt":0.2430597134235027,"spread":0.2205322691916082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684278,0.0002222538,0.0003018277,0.00007287413,0.0009022073,0.0002801638,0.0006484071,0.00009025959,0.00006362126],"category_scores_gemma":[0.00004155843,0.000159491,0.00007798481,0.00005085926,0.0001706006,0.001064253,0.000628654,0.0003154032,0.00001224852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009286873,"about_ca_system_score_gemma":0.00006644537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006356051,"about_ca_topic_score_gemma":0.00008586487,"domain_scores_codex":[0.9984202,0.00003088157,0.0005614138,0.000160921,0.0004767286,0.0003498681],"domain_scores_gemma":[0.9987272,0.00003404577,0.000739555,0.000218423,0.00002993806,0.0002508145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376423,0.00006267459,0.9034241,0.00003942497,0.000105685,0.0003861113,0.002204779,0.00007389329,0.002243761,0.0005822827,0.004932739,0.08580692],"study_design_scores_gemma":[0.0005293642,0.0001183877,0.8103377,0.0002234241,0.00001483973,0.001581789,0.002023977,0.00009685123,0.0001909521,0.0001171536,0.1845161,0.0002494277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801962,0.0001085344,0.00007030506,0.001461723,0.0002462372,0.0001002484,6.518571e-7,0.00001384248,0.01780221],"genre_scores_gemma":[0.9950721,0.00007312291,0.002208951,0.0002045727,0.0001312848,0.000002993547,0.00001107807,0.00001184501,0.002284041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795834,"threshold_uncertainty_score":0.693914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915340411","doi":"10.1088/1755-1315/239/1/012039","title":"Ecological and Socio-economic Sustainability of Ornamental Fish Business in Minapolitan Area of Blitar Regency, East Java, Indonesia","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Sustainability; Resource (disambiguation); Business; Fishery; Environmental resource management; Ornamental plant; Quality (philosophy); Ecology; Economics; Computer science","authors":[{"name":"Zainal Abidin","is_ca":false},{"name":"Budi Setiawan","is_ca":false},{"name":"Soemarno Soemarno","is_ca":false},{"name":"Mimit Primyastanto","is_ca":false},{"name":"A. Sulong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006738003229598241,"gpt":0.1845162630814878,"spread":0.1777782598518895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004046692,0.0001850784,0.0003223115,0.00006385094,0.00009863039,0.00003254119,0.0002826075,0.00007403029,0.00148218],"category_scores_gemma":[0.00002116557,0.0001665271,0.00003079234,0.0001978765,0.002511028,0.0007427178,0.000706188,0.0000976359,0.00001447614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190662,"about_ca_system_score_gemma":0.00007702227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876186,"about_ca_topic_score_gemma":0.001725899,"domain_scores_codex":[0.9983694,0.00004670721,0.0003782121,0.0005298608,0.0002836457,0.0003921663],"domain_scores_gemma":[0.9993967,0.00002804431,0.0001521416,0.0002554725,0.000008389395,0.0001592069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007381142,0.000121486,0.9582252,0.00006227019,0.000002922982,0.000003912031,0.0006905451,0.0001013068,0.03452366,0.0004194388,0.000005216868,0.005770264],"study_design_scores_gemma":[0.0003812284,0.0003022687,0.986055,0.00001856659,0.00000426347,0.00002383883,0.006927541,0.0005409396,0.00501213,0.0003777423,0.0001678529,0.0001886653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995629,0.00002426662,0.000002930965,0.0001856855,0.00005647289,0.0003712877,0.0000534153,0.000006205335,0.003670773],"genre_scores_gemma":[0.999485,0.00009624314,0.00005942458,0.00002488513,0.000005333472,0.00001054488,0.000007645104,0.000005010712,0.0003058812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02951153,"threshold_uncertainty_score":0.9994306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3531693","doi":"10.1055/s-2008-1050742","title":"Marine Natural Products: Prospects and Impacts on the Sustainable Development in Indonesia","year":2008,"lang":"en","type":"article","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioprospecting; Business; Natural resource; Sustainable development; Government (linguistics); Environmental planning; Marine conservation; Marine ecosystem; Environmental resource management; Biodiversity; Natural resource economics; Marine life; Environmental protection; Ecosystem; Geography; Ecology; Biology; Environmental science; Economics","authors":[{"name":"Ariyanti S. Dewi","is_ca":true},{"name":"Kustiariyah Tarman","is_ca":false},{"name":"Agustinus R. Uria","is_ca":false},{"name":"Ernst-Moritz-Arndt-University Greifswald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005576091948496693,"gpt":0.1749287801062467,"spread":0.16935268815775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001943228,0.00009714865,0.00008209227,0.00002449317,0.0001335096,0.00002030451,0.0001009157,0.00001928747,0.0003100496],"category_scores_gemma":[0.00003973119,0.00005560153,0.000007225239,0.0002599697,0.00005247645,0.0001309772,0.0003770257,0.0001032572,0.00008199498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311138,"about_ca_system_score_gemma":0.00002646424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701966,"about_ca_topic_score_gemma":0.001510182,"domain_scores_codex":[0.9992019,0.0000204785,0.0001239641,0.0002065243,0.0001774442,0.0002697035],"domain_scores_gemma":[0.999765,0.00001830148,0.00002712407,0.0001441762,0.000006484911,0.00003896337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004029899,0.0001102713,0.9886435,0.00003024284,0.000004720118,0.0001485771,0.0009027082,0.00000981671,0.0005399873,0.002800126,0.003353895,0.003415899],"study_design_scores_gemma":[0.0002132087,0.00004431948,0.9868183,0.000005450454,5.966272e-7,0.0000459063,0.0002720166,0.00009941013,0.003927734,0.0001096041,0.008349267,0.0001141788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331945,0.000009698644,8.024057e-7,0.0007802733,0.00001995607,0.0004032491,5.754108e-8,0.00001762921,0.06557387],"genre_scores_gemma":[0.9791014,0.000009967982,0.000106734,0.000247719,0.00001334452,0.00003241239,0.000001290014,0.000005616873,0.02048152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04590693,"threshold_uncertainty_score":0.3394826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972206074","doi":"10.24198/jaki.v3i2.23400","title":"Produktivitas dan Pola Musim Penangkapan Tuna Madidihang (Thunnus albacares) di Wilayah Pengelolaan Perikanan 573","year":2018,"lang":"id","type":"article","venue":"Akuatika Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Tuna; Physics; Biology; Fishery; Fish <Actinopterygii>","authors":[{"name":"Mugi Nurhayati","is_ca":false},{"name":"Sugeng Hari Wisudo","is_ca":true},{"name":"Fis Purwangka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129908796654795,"gpt":0.2225189308601782,"spread":0.2112198428936302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009780752,0.001099845,0.0009898833,0.0002364305,0.001151165,0.0005043602,0.001557847,0.0004781794,0.003494214],"category_scores_gemma":[0.0001278665,0.001070327,0.0003723004,0.00122442,0.001064145,0.001104053,0.001588716,0.0007238582,0.007393749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000552397,"about_ca_system_score_gemma":0.0002060536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008224124,"about_ca_topic_score_gemma":0.01022816,"domain_scores_codex":[0.992931,0.0005971346,0.001121046,0.001965253,0.001471043,0.001914516],"domain_scores_gemma":[0.9963568,0.0001328902,0.0005906451,0.0019571,0.0001234224,0.0008391786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003702345,0.001368622,0.7977128,0.0005177532,0.0003914772,0.000500334,0.01236931,0.00001678872,0.05458258,0.000867175,0.02443156,0.1068714],"study_design_scores_gemma":[0.002271948,0.002369626,0.8069164,0.0004611024,0.0003603239,0.0002929308,0.003978665,0.002360094,0.01810928,0.0001040111,0.1600282,0.002747439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121795,0.0004818724,0.0000610287,0.001001079,0.001539615,0.001668704,0.00007523685,0.0001846477,0.08280834],"genre_scores_gemma":[0.987551,0.00009273154,0.00008194449,0.0006467552,0.001709594,0.0001744205,0.00009999183,0.0001910144,0.009452535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355967,"threshold_uncertainty_score":0.9991747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1528742840","doi":"10.29122/jai.v6i1.2449","title":"STUDI DINAMIKA KUALITAS AIR DAS CILIWUNG","year":2018,"lang":"en","type":"article","venue":"Jurnal Air Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Water quality; Environmental science; Downstream (manufacturing); Current (fluid); Water resource management; Agriculture; Flood myth; Irrigation; Environmental engineering; Hydrology (agriculture); Quality (philosophy); Drainage basin; Upstream (networking); Water supply; Business; Geography; Ecology; Engineering","authors":[{"name":"Hasmana Soewandita","is_ca":true},{"name":"Nana Sudiana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009725584977380533,"gpt":0.2510078006357983,"spread":0.2412822156584178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000356674,0.000200227,0.000221966,0.00004257104,0.0002809438,0.00002738559,0.0003792447,0.00007793814,0.001480976],"category_scores_gemma":[0.0000176106,0.0001662926,0.00009484021,0.0003341726,0.000188969,0.0002877382,0.0005063906,0.0001784846,0.003179673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434362,"about_ca_system_score_gemma":0.00001777576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007141664,"about_ca_topic_score_gemma":0.0008409485,"domain_scores_codex":[0.998305,0.00007977246,0.0003309731,0.0003693596,0.0004901365,0.0004247471],"domain_scores_gemma":[0.999287,0.00003438451,0.0001210537,0.0003547954,0.000020516,0.0001822191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028632,0.0002825282,0.9195368,0.00003327956,0.00005962189,0.0001111012,0.0008421298,0.00006604161,0.003979677,0.0008798505,0.04379406,0.03031205],"study_design_scores_gemma":[0.000482863,0.0003109695,0.8366311,0.00002424068,0.00002102617,0.00009913852,0.0002336099,0.0003478084,0.001110342,0.0003490154,0.1600668,0.0003230203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869965,0.00002316353,0.0002043786,0.0006754214,0.0003529247,0.0001756473,0.000005645279,0.00007289299,0.1114934],"genre_scores_gemma":[0.9944082,0.000006430402,0.00009260821,0.000777063,0.0004764257,0.00002143166,0.000003901679,0.00002089381,0.00419298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162728,"threshold_uncertainty_score":0.9994318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901196455","doi":"10.51200/bjomsa.v1i0.985","title":"Achieving sustainable coastal environment in Langkawi, Malaysia","year":2017,"lang":"en","type":"article","venue":"Borneo Journal of Marine Science and Aquaculture (BJoMSA)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Pollution; Sediment; Effluent; Environmental protection; Environmental engineering; Ecology","authors":[{"name":"Mazlin Mokhtar","is_ca":false},{"name":"Minhaz Farid Ahmed","is_ca":false},{"name":"Khai Ern Lee","is_ca":false},{"name":"Lubna Alam","is_ca":false},{"name":"Goh Choo Ta","is_ca":false},{"name":"Rahmah Elfithri","is_ca":false},{"name":"Jamil Tajam","is_ca":false},{"name":"Anthony Kim Hooi Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006755530319585133,"gpt":0.2166841247592007,"spread":0.2099285944396155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986819,0.0001807083,0.0002773612,0.00009908215,0.0005675911,0.0003910364,0.0008909685,0.00005668891,0.0005018307],"category_scores_gemma":[0.0003004406,0.0001316658,0.00006244102,0.0001820103,0.0006164879,0.001527542,0.002116146,0.0002944443,0.00003921297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741526,"about_ca_system_score_gemma":0.00008118745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250451,"about_ca_topic_score_gemma":0.001153867,"domain_scores_codex":[0.9978765,0.00003481504,0.0003835135,0.0003058899,0.0008231284,0.0005761504],"domain_scores_gemma":[0.9988348,0.00001942441,0.0004542987,0.0003494812,0.00004623149,0.0002956988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007917183,0.000174798,0.9174898,0.00004406196,0.00001219316,0.0005947119,0.0004982512,0.0003573754,0.01177084,0.001937883,0.002244823,0.06479611],"study_design_scores_gemma":[0.0009491791,0.0003122315,0.8808677,0.00005529136,0.00002077774,0.0004392329,0.001399748,0.0005983127,0.0008936651,0.001066367,0.1130808,0.0003166743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288312,0.00004657138,0.0000328152,0.001532665,0.0000891628,0.0001510546,0.0000025406,0.000005849434,0.06930819],"genre_scores_gemma":[0.9934812,0.0001410792,0.000651382,0.0001125205,0.0000979693,0.000002967964,0.000001024504,0.000008398802,0.005503488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110836,"threshold_uncertainty_score":0.5494694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884959324","doi":"10.1126/science.361.6400.318","title":"Study of ‘sea nomads’ under fire in Indonesia","year":2018,"lang":"en","type":"letter","venue":"Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Indonesian; Geography; Political science; Philosophy; Linguistics","authors":[{"name":"Dyna Rochmyaningsih","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01548538702548903,"gpt":0.2349715756795644,"spread":0.2194861886540754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000570824,0.0001805503,0.0002570467,0.0001208821,0.0001008448,0.00004435634,0.00119073,0.0001396944,0.0007253755],"category_scores_gemma":[0.00002087331,0.0001534589,0.00003403647,0.001177134,0.0007133133,0.000248366,0.0009413001,0.0004122535,0.0003795746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815443,"about_ca_system_score_gemma":0.0000682355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005837,"about_ca_topic_score_gemma":0.003910271,"domain_scores_codex":[0.9974943,0.00006125909,0.0003199669,0.0006436848,0.001050646,0.0004300797],"domain_scores_gemma":[0.9991201,0.00003086338,0.0001646751,0.0006155301,0.00001611378,0.00005276865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000874845,0.0004073852,0.6529081,0.00006511428,0.000007474218,0.0003490349,0.001229899,0.0001404823,0.0003859871,0.000003209233,0.3387662,0.005728382],"study_design_scores_gemma":[0.0008550798,0.0010409,0.8539147,0.0001238145,0.00002215994,0.00005180484,0.001282504,0.001216873,0.0002897061,0.0004027713,0.1399092,0.0008904824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718835,0.000007964846,0.000003860644,0.009052956,0.0003304668,0.000420354,0.000003609479,0.0000144017,0.01828284],"genre_scores_gemma":[0.971289,0.000001805667,0.000026114,0.02667627,0.000225427,0.00002521476,0.000003098702,0.00001272809,0.001740392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010066,"threshold_uncertainty_score":0.7942353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563944556","doi":"10.13170/depik.5.3.5655","title":"Pemetaan batimetri sebagai informasi dasar untuk penempatan fish apartment di perairan Bangsring, Kabupaten Banyuwangi, Jawa Timur (Bathymetry mapping as basic information for fish apartment placement in Bangsring waters, Banyuwangi, East Java)","year":2016,"lang":"en","type":"article","venue":"DEPIK","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Echo sounding; Bathymetry; Hydrology (agriculture); Environmental science; Geology; Forestry; Oceanography; Geography","authors":[{"name":"Mochamad Arif Zainul Fuad","is_ca":false},{"name":"Abu Bakar Sambah","is_ca":false},{"name":"Andik Isdianto","is_ca":false},{"name":"Awalrush Andira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118690430130993,"gpt":0.2030346412323006,"spread":0.1918477369309907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117471,0.0006299191,0.0006258518,0.0004682087,0.0003348931,0.0002738691,0.0006684173,0.0002075745,0.002307133],"category_scores_gemma":[0.0001316734,0.0005055127,0.0002851595,0.0006846524,0.00009408801,0.002369728,0.0007934594,0.0002184976,0.0006845514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214512,"about_ca_system_score_gemma":0.00006114991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008131891,"about_ca_topic_score_gemma":0.001143447,"domain_scores_codex":[0.9957,0.0001090117,0.001288484,0.0006781274,0.001006161,0.00121821],"domain_scores_gemma":[0.9982784,0.0001273989,0.0004326285,0.0007117245,0.00005553328,0.0003942961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006272219,0.0008297128,0.6813782,0.0008580862,0.0004930919,0.00006100746,0.01098667,0.003885545,0.004229175,0.0004682084,0.04393258,0.2522505],"study_design_scores_gemma":[0.007496745,0.001056873,0.2378116,0.0005422012,0.0001242992,0.00004972978,0.003318912,0.01117139,0.01234004,0.0001137553,0.7239822,0.001992262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536076,0.00002977377,0.003930383,0.00131502,0.0006528168,0.002562799,0.0004427593,0.0002167807,0.03724203],"genre_scores_gemma":[0.9936975,0.00004450974,0.000586896,0.001007904,0.0001442238,0.0006063563,0.0007874987,0.0000587273,0.003066344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6800496,"threshold_uncertainty_score":0.9997396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306965304","doi":"10.18280/ijsdp.170633","title":"Traditional Knowledge of Marine Resources and Their Relations to the Coastal Community’s Economic Well-Being in Peninsular Malaysia","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Malaysia Terengganu; Ministry of Higher Education, Malaysia","keywords":"Marine conservation; Livelihood; Resource (disambiguation); Thematic analysis; Environmental resource management; Traditional knowledge; Nonprobability sampling; Business; Geography; Environmental planning; Qualitative research; Agriculture; Ecology; Sociology; Economics; Social science","authors":[{"name":"Ameer Farhan Mohd Arzaman","is_ca":false},{"name":"Hayatul Safrah Salleh","is_ca":false},{"name":"Nik Hazimah Nik Mat","is_ca":false},{"name":"Wan Izatul Asma Wan Talaat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01024208581361645,"gpt":0.2076419255903518,"spread":0.1973998397767353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009313645,0.00006974385,0.0001064633,0.0001697527,0.0002585388,0.00003791552,0.0002522256,0.0000130251,0.0004337733],"category_scores_gemma":[0.00002496345,0.00005633829,0.00001994074,0.00009249792,0.00003119454,0.0001651217,0.0007563392,0.0002426102,0.000002383073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015632,"about_ca_system_score_gemma":0.00005338124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732331,"about_ca_topic_score_gemma":0.0002394236,"domain_scores_codex":[0.9992668,0.00009783802,0.0003172338,0.000066392,0.0001438899,0.0001078614],"domain_scores_gemma":[0.9995831,0.0001522111,0.0001529241,0.00004122741,0.00002866427,0.00004193252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003378137,0.0001769553,0.7686433,0.00003104844,0.0001387441,0.000237994,0.1325067,0.07992571,0.0001445505,0.005372259,0.001727677,0.01075726],"study_design_scores_gemma":[0.0008566739,0.0001684368,0.6259112,0.00006568076,0.000007913702,0.0004271048,0.1633955,0.003784266,0.0001308793,0.004803046,0.200261,0.0001882288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801337,0.00003955257,0.00007581543,0.0004376549,0.00008946466,0.0000762006,0.000004554007,0.000001916248,0.01914121],"genre_scores_gemma":[0.9984571,0.000004707849,0.0001883382,0.00005132225,0.00003781353,0.000008265663,0.00001257881,0.000004500903,0.001235422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985333,"threshold_uncertainty_score":0.4749514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947175492","doi":"10.5539/jsd.v12n3p82","title":"The Poverty Puddles of the Cage Fishing Community at Limboto Lake Coast, Indonesia","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Fishing; Poverty; Natural resource; Business; Government (linguistics); Fishery; Tourism; Economic growth; Natural resource economics; Geography; Socioeconomics; Economics; Political science","authors":[{"name":"Tita Rostitawati","is_ca":false},{"name":"Naufal Ilma Wahyuddin","is_ca":false},{"name":"Muhammad Obie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0063853593462506,"gpt":0.1851397297168781,"spread":0.1787543703706275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00182278,0.0001227596,0.0002089935,0.00002922033,0.0006525212,0.00006029492,0.0007826692,0.00004658975,0.0003019061],"category_scores_gemma":[0.00008137932,0.00006500175,0.00009239368,0.0002347503,0.00007089723,0.000253241,0.001484357,0.000373212,0.00002402557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944825,"about_ca_system_score_gemma":0.0001506594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005913882,"about_ca_topic_score_gemma":0.005193526,"domain_scores_codex":[0.9982708,0.0002179715,0.0005302528,0.00007833807,0.0005813658,0.0003212763],"domain_scores_gemma":[0.9987967,0.0001795309,0.0005498528,0.0003193386,0.00008057934,0.00007400027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001585165,0.0001929083,0.9590495,0.0001857658,0.00008728684,0.00005038072,0.006061894,0.0007056338,0.001038464,0.0002046735,0.02508413,0.007180872],"study_design_scores_gemma":[0.0004080592,0.00008020529,0.5920483,0.00006167849,0.00001024181,0.00006828582,0.01766689,0.00003322617,0.001822577,0.0002084819,0.3874744,0.0001176149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987753,0.00004385156,0.00001479973,0.0006706396,0.0001822101,0.0002675061,0.000001122192,0.000003681939,0.01106316],"genre_scores_gemma":[0.9839788,0.00002269757,0.00006288979,0.0002022015,0.0000170289,0.00000480317,8.191969e-7,0.000009392084,0.01570134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670011,"threshold_uncertainty_score":0.5018731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341697101","doi":"10.29244/jitl.16.1.24-30","title":"POTENSI LAHAN UNTUK KOLAM IKAN DI KABUPATEN CIANJUR BERDASARKAN ANALISIS KESESUAIAN LAHAN MULTI KRITERIA","year":2014,"lang":"id","type":"article","venue":"Jurnal Ilmu Tanah dan Lingkungan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","authors":[{"name":"Wuri Cahyaningrum","is_ca":true},{"name":"Widiatmaka Widiatmaka","is_ca":false},{"name":"Kadarwan Soewardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01302640820528125,"gpt":0.2310762294717534,"spread":0.2180498212664722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001674497,0.001352724,0.001520046,0.0004413964,0.001223089,0.001022552,0.001888539,0.0006569116,0.0007628073],"category_scores_gemma":[0.000329188,0.001328529,0.0007878132,0.001348638,0.0005183302,0.0009843863,0.001298111,0.001385389,0.001493311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716483,"about_ca_system_score_gemma":0.0001217167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008764439,"about_ca_topic_score_gemma":0.01472207,"domain_scores_codex":[0.9915859,0.0009198462,0.001844749,0.001944294,0.001551399,0.002153877],"domain_scores_gemma":[0.9950516,0.0001721426,0.001111387,0.001822193,0.0001615069,0.001681136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173405,0.002640831,0.6706678,0.0007220792,0.001180365,0.001027628,0.004723179,0.0006257303,0.1877929,0.001664789,0.01118123,0.1171562],"study_design_scores_gemma":[0.004112921,0.002148131,0.5790637,0.001068327,0.0008568168,0.0003880945,0.00302142,0.03545786,0.01669035,0.0002141649,0.3528074,0.00417076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698643,0.0003440348,0.0005139497,0.001419145,0.002283618,0.0008706311,0.0002563528,0.0002799184,0.02416804],"genre_scores_gemma":[0.9862856,0.0002217215,0.0006141808,0.001074544,0.001764596,0.00003234244,0.0001968168,0.0002422459,0.009568007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3416262,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091087283","doi":"10.14710/marj.v1i1.200","title":"KONDISI PERAIRAN BERDASARKAN BIOINDIKATOR MAKROBENTOS DI SUNGAI SEKETAK TEMBALANG KOTA SEMARANG","year":2012,"lang":"id","type":"article","venue":"Management of Aquatic Resources Journal (MAQUARES)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","authors":[{"name":"Lintang Kawuri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136941052052464,"gpt":0.2241309400376615,"spread":0.2127615295171369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00359717,0.0008867519,0.001075067,0.0004694026,0.00073694,0.0005412532,0.001650089,0.0002480577,0.006695681],"category_scores_gemma":[0.00006378072,0.0007809561,0.0006988589,0.0009403091,0.0003231055,0.0009882068,0.001412303,0.0007933127,0.002416921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673073,"about_ca_system_score_gemma":0.00002174139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008253975,"about_ca_topic_score_gemma":0.0002038692,"domain_scores_codex":[0.9918123,0.000939956,0.002010591,0.0007458919,0.002650986,0.001840286],"domain_scores_gemma":[0.9960779,0.0002119791,0.001536961,0.001129151,0.00003671238,0.001007315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009954288,0.004746962,0.7719121,0.005740772,0.00446266,0.0009253999,0.0312408,0.001187163,0.003436105,0.0008469893,0.03559341,0.1389122],"study_design_scores_gemma":[0.00627914,0.001725299,0.4211951,0.004072721,0.002507661,0.0006742855,0.04773394,0.008586105,0.001179966,0.0003724758,0.5025561,0.003117154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730389,0.003910524,0.0007727859,0.0007366852,0.001151224,0.001249624,0.00004077358,0.00005986929,0.1190396],"genre_scores_gemma":[0.9629559,0.0009316881,0.0005021335,0.0002095872,0.000702893,0.00002908408,0.00002239852,0.0001213781,0.03452496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4669628,"threshold_uncertainty_score":0.9994642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613673617","doi":"10.29244/jmf.3.2.141-147","title":"UKURAN MATA DAN SHORTENING YANG SESUAI UNTUK JARING INSANG YANG DIOPERASIKAN DI PERAIRAN TUAL ((Appropriate of Mesh Size and Shortening for Gillnet Operated on Tual Waters))","year":2016,"lang":"en","type":"article","venue":"Marine Fisheries Journal of Marine Fisheries Technology and Management","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mathematics; Fishery; Biology","authors":[{"name":"Ali Rahantan","is_ca":false},{"name":"Gondo Puspito","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006979219965503753,"gpt":0.1932540359086671,"spread":0.1862748159431634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006431461,0.0004852938,0.0008295383,0.0003049948,0.0003373068,0.0001259382,0.0005586286,0.000213061,0.0004600282],"category_scores_gemma":[0.0001254395,0.0003516733,0.000123934,0.0004068806,0.000622224,0.0007054551,0.002885608,0.000331369,0.000001941444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144978,"about_ca_system_score_gemma":0.00001346572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002922487,"about_ca_topic_score_gemma":0.000755179,"domain_scores_codex":[0.9973671,0.00006779128,0.0009911644,0.0005829138,0.0003857868,0.0006051814],"domain_scores_gemma":[0.9987834,0.0001208228,0.0004302698,0.0004343036,0.00007645812,0.0001547487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009410906,0.0001346385,0.5072272,0.000276207,0.0004247232,0.0001629748,0.0003468849,0.00002441529,0.003495802,0.001205861,0.0005731219,0.4851871],"study_design_scores_gemma":[0.01475134,0.009567832,0.7111097,0.001250526,0.001044578,0.001597067,0.0118631,0.001531524,0.020136,0.003859718,0.2201942,0.00309439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810771,0.00002165875,0.00099073,0.002162319,0.0002547969,0.0006434302,0.00001523862,0.0000947493,0.01474001],"genre_scores_gemma":[0.9921191,0.0004978678,0.003343522,0.0001255251,0.00007746393,0.00007288165,0.00001595325,0.00005962075,0.003688081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4820927,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285185653","doi":"10.5267/j.uscm.2022.3.010","title":"Impact of loading and unloading productivity on service user satisfaction","year":2022,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Productivity; Service (business); Business; Work (physics); Operations management; Marketing; Engineering","authors":[{"name":"Prasadja Ricardianto","is_ca":false},{"name":"Esterlinus Edwin Lermatan","is_ca":false},{"name":"Muhammad Thamrin","is_ca":false},{"name":"Edi Abdurachman","is_ca":false},{"name":"Heri Subagyo","is_ca":false},{"name":"Antoni Arif Priadi","is_ca":false},{"name":"Tri Iriani Eka Wahyuni","is_ca":false},{"name":"Rosliawati Achyani Kosman","is_ca":false},{"name":"Endri Endri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009970959157168073,"gpt":0.2294684954137143,"spread":0.2194975362565462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004797344,0.0001426724,0.000146053,0.00008930134,0.0002162404,0.00002112799,0.0001399101,0.00001546589,0.002596964],"category_scores_gemma":[0.000006475717,0.0001341356,0.00004911013,0.0004098851,0.0000252539,0.0001239576,0.0006772522,0.0001129437,0.00002756909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737493,"about_ca_system_score_gemma":0.000005031231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051464,"about_ca_topic_score_gemma":0.0007713199,"domain_scores_codex":[0.9987146,0.000110431,0.000178424,0.0003755137,0.0003865008,0.0002344874],"domain_scores_gemma":[0.9995223,0.00002972363,0.00010569,0.0002802265,0.000005195191,0.00005688669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374913,0.0001705736,0.8218078,0.0001458437,0.00008765906,0.00002159861,0.0008235411,0.09849186,0.002741385,0.001059616,0.003660545,0.0708521],"study_design_scores_gemma":[0.000864634,0.0006823858,0.9619279,0.00003163136,0.00004605756,0.00001570713,0.001751989,0.01428774,0.000316822,0.0007906635,0.01884458,0.0004398787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845111,0.000008642844,0.0001126571,0.0003548951,0.00009816058,0.0005418516,0.00001718375,0.00003072956,0.01432473],"genre_scores_gemma":[0.9978175,0.000006691627,0.000133475,0.000124625,0.00002149747,0.00009409418,0.00001158249,0.0000132565,0.001777288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1401201,"threshold_uncertainty_score":0.9983148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206619310","doi":"10.18280/ijsdp.160507","title":"Fishermen Adaptation to Climate Change in Mertasinga Village, Gunungjati Sub-District, Cirebon Regency","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Direktorat Riset Dan Pengabdian Kepada Masyarakat; Universitas Negeri Semarang","keywords":"Livelihood; Climate change; Sample (material); Documentation; Geography; Population; Climate change adaptation; Environmental resource management; Fishing; Business; Environmental planning; Agriculture; Environmental science; Fishery; Computer science; Ecology; Sociology","authors":[{"name":"Tjaturahono Budi Sanjoto","is_ca":false},{"name":"Hana Anggita Sari","is_ca":false},{"name":"Puji Hardati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01694382521506585,"gpt":0.2431928130267305,"spread":0.2262489878116647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004198883,0.00009406338,0.0001295487,0.0001661644,0.00007018236,0.00008996758,0.0001436461,0.00003348607,0.000130575],"category_scores_gemma":[0.00009617338,0.00009245566,0.00002262072,0.000248196,0.000008594462,0.0004179757,0.0002238615,0.00009636899,0.000008205791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815171,"about_ca_system_score_gemma":0.00006049006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188155,"about_ca_topic_score_gemma":0.0001799024,"domain_scores_codex":[0.9988442,0.00003432639,0.0003844034,0.0001410381,0.000372626,0.0002234096],"domain_scores_gemma":[0.999544,0.00003433623,0.0001693237,0.00004257305,0.0001241189,0.00008561882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003631044,0.0001919631,0.6114302,0.0001160706,0.0001063492,0.01590755,0.05027735,0.00511191,0.001407094,0.0008734833,0.002742832,0.3114721],"study_design_scores_gemma":[0.001347586,0.000121512,0.8607621,0.0005739547,0.00001631866,0.0004974768,0.04908155,0.001939813,0.003203507,0.0006086825,0.08134039,0.0005070609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894792,0.0001524462,0.0002653642,0.0004986789,0.0002220361,0.00009327882,0.000001562707,0.000004918899,0.009282536],"genre_scores_gemma":[0.9979402,0.00007201419,0.001222236,0.0002484603,0.00008472701,0.000008693683,0.00001463387,0.000006932191,0.0004020552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.310965,"threshold_uncertainty_score":0.3770232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117463482","doi":"10.18280/ijsdp.150813","title":"Sustainable Development Index of Marine Capture Fisheries in Indonesia","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Institut Pertanian Bogor","keywords":"Sustainability; Sustainable development; Index (typography); Marine fisheries; Composite index; Structural equation modeling; Environmental resource management; Business; Production (economics); Environmental economics; Fishery; Ecology; Environmental science; Economics; Composite indicator; Computer science; Fishing; Mathematics; Statistics; Biology","authors":[{"name":"Kusdiantoro","is_ca":false},{"name":"Ahmad Fahrudin","is_ca":false},{"name":"Sugeng Hari Wisudo","is_ca":false},{"name":"Bambang Juanda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008721601549611354,"gpt":0.2050742920616811,"spread":0.1963526905120697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004117081,0.000135033,0.0002309333,0.0001774362,0.00006055543,0.00006188809,0.0002975814,0.00005634504,0.0002838842],"category_scores_gemma":[0.00009094416,0.0001223901,0.0000270015,0.0002480668,0.00003673379,0.0004841238,0.0005749474,0.0001933413,0.000002731224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331538,"about_ca_system_score_gemma":0.0001967721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004123465,"about_ca_topic_score_gemma":0.00005199042,"domain_scores_codex":[0.998486,0.00002554648,0.0006006223,0.0001411426,0.0004820613,0.0002646538],"domain_scores_gemma":[0.9993313,0.00003684566,0.0003219398,0.00003817325,0.0001608202,0.0001109251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003129128,0.0000485576,0.9624993,0.0001209532,0.00006632056,0.003375032,0.02271014,0.001311197,0.00004904742,0.0002584681,0.0009451704,0.008302893],"study_design_scores_gemma":[0.001376034,0.00007924331,0.755336,0.0001167297,0.000007197799,0.0001088625,0.1084981,0.0003687142,0.001339901,0.0003272332,0.1321474,0.0002945192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914195,0.00008564236,0.000546874,0.0005209014,0.00006805609,0.0001084245,3.631062e-7,0.000005623417,0.007244632],"genre_scores_gemma":[0.9963501,0.000009936322,0.001265393,0.0001798401,0.00004963971,0.000004943708,0.000006939832,0.000008643246,0.002124565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071633,"threshold_uncertainty_score":0.4990923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115138554","doi":"10.30649/fisheries.v2i2.36","title":"ANALISIS BIOMASSA DAN CADANGAN KARBON PADA EKOSISTEM LAMUN DI DESA TELUK BAKAU KABUPATEN BINTAN","year":2020,"lang":"id","type":"article","venue":"Fisheries Jurnal Perikanan dan Ilmu Kelautan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Geology; Forestry; Geography","authors":[{"name":"Teguh Heriyanto","is_ca":false},{"name":"Bintal Amin","is_ca":false},{"name":"Insaniah Rahimah","is_ca":true},{"name":"Arsanti Arsanti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01674961932608889,"gpt":0.2002371422538654,"spread":0.1834875229277765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005419501,0.001520532,0.001659617,0.0001880349,0.001262359,0.001238716,0.002124118,0.0006188795,0.003301611],"category_scores_gemma":[0.0001967931,0.001442094,0.0008384539,0.002002653,0.0009818006,0.001316953,0.001882839,0.001275382,0.0005030229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009320099,"about_ca_system_score_gemma":0.0002245033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008439974,"about_ca_topic_score_gemma":0.009857059,"domain_scores_codex":[0.9916292,0.000674354,0.001932169,0.002030795,0.001778667,0.001954826],"domain_scores_gemma":[0.9954835,0.0001388846,0.0009646884,0.001374924,0.00008142032,0.001956628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008946618,0.0005717541,0.8610212,0.0009586522,0.0008540117,0.001923158,0.008826296,0.0001116025,0.06960935,0.0002352584,0.02335147,0.03164263],"study_design_scores_gemma":[0.003034022,0.003194981,0.3035616,0.0006052834,0.000725977,0.0004505611,0.0214359,0.00656955,0.01691138,0.0000390917,0.6395255,0.003946193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503802,0.0005707485,0.00006153176,0.006096816,0.00110244,0.0008992501,0.0005154594,0.0003571751,0.04001639],"genre_scores_gemma":[0.9940774,0.0003818407,0.0001527988,0.00122805,0.0008870481,0.0000791094,0.000227124,0.0002544811,0.002712183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.616174,"threshold_uncertainty_score":0.9997981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611875625","doi":"10.5539/res.v9n2p222","title":"The Management Model of Fishery Environment in Bengkalis District, Riau Province","year":2017,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Stakeholder; Situated; Business; Fishery; Environmental resource management; Environmental science; Economics; Management; Ecology; Computer science","authors":[{"name":"Pareng Rengi","is_ca":false},{"name":"Marnis","is_ca":false},{"name":"Fitri Fitri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03055710267889173,"gpt":0.2513862309735105,"spread":0.2208291282946188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008650686,0.0001017613,0.000253992,0.000007286892,0.0001520652,0.00001043217,0.0005048657,0.000005123898,0.00002617454],"category_scores_gemma":[0.00005544238,0.0000626912,0.00006898618,0.00002835613,0.0002093539,0.00008657442,0.001513939,0.00004353202,0.00004994944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004392461,"about_ca_system_score_gemma":0.000002082156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005011545,"about_ca_topic_score_gemma":0.00009040752,"domain_scores_codex":[0.9989699,0.0001001655,0.0004062893,0.00017303,0.0002222074,0.0001283667],"domain_scores_gemma":[0.9989496,0.00002784048,0.0003526486,0.0006454011,0.000004661432,0.00001987853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000203407,0.0002608028,0.02157537,0.01357755,0.0002517789,0.00004344401,0.0002872297,0.0007385944,0.0001105689,0.001721083,0.02872887,0.9326844],"study_design_scores_gemma":[0.00075141,0.0001827823,0.2187134,0.01097133,0.0002881888,0.000003008203,0.0005172555,0.001378613,0.0001320073,0.0005456246,0.7659668,0.0005495789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02553388,0.07221898,0.00009404583,0.00132113,0.0001076348,0.001187507,0.00002504757,0.0000114351,0.8995004],"genre_scores_gemma":[0.3979022,0.5966526,0.000242242,0.00007925585,0.00001682381,0.00002349843,0.000001301582,0.00001206732,0.005069945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9321348,"threshold_uncertainty_score":0.2556473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118625956","doi":"10.5267/j.dsl.2020.11.004","title":"Determinants of shipbuilding industry competitive factors and institutional model analysis","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Institut Pertanian Bogor","keywords":"Shipbuilding; Government (linguistics); Industrial organization; Structural equation modeling; Business; Navy; Descriptive statistics; Computer science","authors":[{"name":"Aziz Ikhsan Bachtiar","is_ca":false},{"name":"Marimin Marimin","is_ca":false},{"name":"Luky Adrianto","is_ca":false},{"name":"Romie Oktovianus Bura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02099197805207575,"gpt":0.272714801321458,"spread":0.2517228232693822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861491,0.00008808332,0.000179352,0.0001473543,0.0002027251,0.00005862671,0.0002535178,0.00004608074,0.0002805585],"category_scores_gemma":[0.0001579771,0.00007123467,0.00005785222,0.001583579,0.000590226,0.0004365009,0.0005281192,0.0001165167,0.00000818968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006933865,"about_ca_system_score_gemma":0.00003848049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537213,"about_ca_topic_score_gemma":0.0003164048,"domain_scores_codex":[0.9985054,0.0000192569,0.0002262775,0.0003796184,0.0006824783,0.0001869886],"domain_scores_gemma":[0.9994793,0.00008832332,0.0000863223,0.0002105893,0.000019996,0.0001154664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002616669,0.00001363173,0.9481685,0.000001403808,0.000004648608,0.00001328172,0.0001182432,0.01509828,0.03251942,0.0001041791,0.0000248523,0.003930955],"study_design_scores_gemma":[0.00009883947,0.000007666616,0.8408234,0.00001749007,0.00002436938,0.00001030166,0.0002365282,0.1454379,0.01299997,0.000126404,0.0001038786,0.0001133266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886247,0.000003875647,0.009379205,0.00008283782,0.00005758445,0.00003598637,0.00001006025,0.000005753056,0.001799984],"genre_scores_gemma":[0.9967315,0.000002032327,0.002860144,0.0003631552,0.000005160935,0.000001416062,0.000001369991,0.000002156679,0.00003306747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303396,"threshold_uncertainty_score":0.3071918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796368351","doi":"10.30997/jms.v3i2.891","title":"Analisis Manfaat Biaya Program Orang Tua Asuh Pohon Mangrove Di Wilayah Pesisir Karawang","year":2017,"lang":"id","type":"article","venue":"Jurnal Mina Sains","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Mangrove; Biology; Geography; Ecology","authors":[{"name":"Yudi Wahyudin","is_ca":false},{"name":"Helmi Purnama","is_ca":false},{"name":"Iman Teguh","is_ca":false},{"name":"Amal Fatullah Randy","is_ca":true},{"name":"Arif Trihandoyo","is_ca":true},{"name":"Agus Ramli","is_ca":true},{"name":"Muhammad Nur Arkham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01540290176927901,"gpt":0.264850535130002,"spread":0.249447633360723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006877625,0.0006882368,0.0007390189,0.0001551313,0.00166466,0.001305889,0.001741911,0.0003230774,0.001633503],"category_scores_gemma":[0.0001400275,0.0006358484,0.000543694,0.0002889509,0.000517142,0.001102282,0.001501605,0.0006092425,0.00235394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911053,"about_ca_system_score_gemma":0.00006720777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00753658,"about_ca_topic_score_gemma":0.005817406,"domain_scores_codex":[0.995504,0.0002034448,0.0008034721,0.001057233,0.001142785,0.00128905],"domain_scores_gemma":[0.9966501,0.00007955927,0.000890868,0.001680343,0.00004816374,0.0006509513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002111725,0.001302789,0.6390021,0.0003642365,0.0002670152,0.001185867,0.0009397958,0.00004295262,0.00392809,0.0001771336,0.0161809,0.336398],"study_design_scores_gemma":[0.001072749,0.0008170314,0.8256156,0.0004282441,0.0002409609,0.000164448,0.001110952,0.002805383,0.001360053,0.00005641595,0.1653133,0.001014905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768217,0.0003897927,0.0000568766,0.001511153,0.001140032,0.0009486275,0.0001127565,0.00009875057,0.1189203],"genre_scores_gemma":[0.9816328,0.0003780518,0.0001620858,0.0002292099,0.0008777846,0.00008303857,0.00003064493,0.00008824999,0.01651811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353831,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2624841527","doi":"10.15578/jsekp.v8i2.5670","title":"TINJAUAN DIMENSI EKONOMI KEBERLANJUTAN PENGELOLAAN BUDIDAYA LAUT DI TELUK SALEH KABUPATEN SUMBAWA","year":2017,"lang":"id","type":"article","venue":"Jurnal Sosial Ekonomi Kelautan dan Perikanan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Grouper; Sustainability; Agricultural science; Biology; Fishery; Ecology; Fish <Actinopterygii>","authors":[{"name":"Muhammad Marzuki","is_ca":false},{"name":"I Wayan Nurjaya","is_ca":false},{"name":"Ari Purbayanto","is_ca":false},{"name":"Sugeng Budiharso","is_ca":true},{"name":"Eddi Supriyono","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121470786754778,"gpt":0.2321484285822591,"spread":0.2200013499067813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001217303,0.001761466,0.002026245,0.0002592991,0.004535257,0.002920907,0.004048157,0.0008769427,0.001958659],"category_scores_gemma":[0.0002560956,0.001785813,0.001086735,0.0002992221,0.001582085,0.00196973,0.003559571,0.001784075,0.003801915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693394,"about_ca_system_score_gemma":0.0004165513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01857916,"about_ca_topic_score_gemma":0.02559055,"domain_scores_codex":[0.9908139,0.0004912721,0.002206178,0.002481956,0.00127761,0.002729067],"domain_scores_gemma":[0.9919277,0.000159876,0.002240395,0.003640697,0.00009250185,0.001938768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009172001,0.0008890826,0.9010381,0.0002479134,0.000628402,0.0007448809,0.002105433,0.0002228837,0.01287844,0.001035607,0.004296764,0.07499536],"study_design_scores_gemma":[0.003242899,0.001015095,0.8063348,0.0003255453,0.0003677645,0.0002488409,0.001147116,0.002963165,0.001096932,0.00006254324,0.1807868,0.002408567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898952,0.0003818744,0.00003813758,0.001970251,0.0033482,0.001345203,0.0002742029,0.0003032531,0.09338685],"genre_scores_gemma":[0.9874993,0.000392782,0.00004882968,0.0002861436,0.002401424,0.000100536,0.0000739741,0.0003873043,0.008809738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17649,"threshold_uncertainty_score":0.9995131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237359457","doi":"10.31227/osf.io/gxm75","title":"PERTUMBUHAN DAN KANDUNGAN KARAGINAN RUMPUT LAUT Kappaphycus alvarezii PADA DOSIS MIKROORGANISME LOKAL (MOL) BUAH MAJA","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Animal science; Horticulture; Biology","authors":[{"name":"Samsu Adi Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008850594796136093,"gpt":0.2060769119820484,"spread":0.1972263171859123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001082723,0.002014241,0.001761202,0.0002576896,0.001020192,0.0009583173,0.003190932,0.001289933,0.01930073],"category_scores_gemma":[0.00007570168,0.001860062,0.0009384724,0.0007570888,0.0009010104,0.0005812767,0.008801835,0.001703875,0.01139716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00099724,"about_ca_system_score_gemma":0.0002749559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02967602,"about_ca_topic_score_gemma":0.0150397,"domain_scores_codex":[0.9897305,0.000557342,0.001826413,0.003594434,0.001989414,0.002301885],"domain_scores_gemma":[0.994352,0.0001449675,0.0008984279,0.003178155,0.000117434,0.001309018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000885935,0.007003613,0.4244544,0.004815611,0.003350896,0.002058713,0.01118243,0.0007506186,0.1147176,0.005360951,0.254128,0.1712912],"study_design_scores_gemma":[0.003111492,0.002063291,0.12905,0.001084822,0.0008339012,0.0005698682,0.00292417,0.008023084,0.03965324,0.00155739,0.8037223,0.007406444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687775,0.0002611977,0.00130551,0.002657241,0.004287737,0.00237033,0.0002374413,0.0005707482,0.3195323],"genre_scores_gemma":[0.9132352,0.0003683369,0.0006123981,0.001247878,0.001445324,0.0001733832,0.0003169981,0.0002546382,0.08234588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5495943,"threshold_uncertainty_score":0.99926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037399429","doi":"10.13170/depik.9.2.16045","title":"Pengaruh laju sedimentasi terhadap tutupan terumbu karang di perairan Kota Daruba, Kabupaten Pulau Morotai","year":2020,"lang":"en","type":"article","venue":"DEPIK","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sediment; Sedimentation; Coral reef; Environmental science; Coral; Geography; Fishery; Forestry; Oceanography; Geology; Biology; Geomorphology","authors":[{"name":"Kismanto Koroy","is_ca":false},{"name":"Djainudin Alwi","is_ca":true},{"name":"Novaldo Geri Paraisu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01444885842954209,"gpt":0.1989306477685752,"spread":0.1844817893390331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001575991,0.0002649046,0.0002797213,0.00002214109,0.0001909955,0.00009292728,0.0004722411,0.00008101878,0.005974694],"category_scores_gemma":[0.00002889205,0.0002422948,0.0001252652,0.0002305814,0.00008129905,0.0003011071,0.0005514535,0.0002329845,0.001728518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011524,"about_ca_system_score_gemma":0.00001321554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900279,"about_ca_topic_score_gemma":0.001034515,"domain_scores_codex":[0.9980864,0.00008283155,0.0003328147,0.0005601282,0.0004501332,0.0004876854],"domain_scores_gemma":[0.9991707,0.00002965827,0.00008497728,0.0003682562,0.000006481007,0.0003399054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009383551,0.0002360806,0.8658189,0.0001060822,0.0000805635,0.0002646474,0.003305631,0.0003658847,0.02695176,0.0001560976,0.03310532,0.06951518],"study_design_scores_gemma":[0.002225391,0.0006631632,0.363732,0.00005739592,0.0001000292,0.0000919509,0.001587383,0.02445837,0.008267674,0.000180759,0.5971766,0.001459342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764434,0.00006205036,0.0002087571,0.003452247,0.0002321527,0.0004995773,0.00004251786,0.0001945973,0.1188647],"genre_scores_gemma":[0.9957612,0.00001053264,0.0001693226,0.00194251,0.0002140519,0.00004411912,0.00005968649,0.00003954265,0.001759079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5640712,"threshold_uncertainty_score":0.9990488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012121466","doi":"10.1016/s0967-0653(97)87533-3","title":"10.1016/s0967-0653(97)87533-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bay; Java; Oceanography; Geology; Computer science; Operating system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004401338249072869,"gpt":0.1514673516460948,"spread":0.1470660133970219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001172357,0.000121735,0.0001228076,0.00001849079,0.00007462021,0.00003423667,0.0002527183,0.00004259637,0.9998826],"category_scores_gemma":[0.000008928543,0.000112507,0.0000483266,0.0001854803,0.00003031802,0.0001226367,0.0001550033,0.00007190985,0.9999377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005275933,"about_ca_system_score_gemma":0.000004815997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000553318,"about_ca_topic_score_gemma":0.00001096156,"domain_scores_codex":[0.9990743,0.00002817752,0.000153074,0.0002529834,0.0002183736,0.0002731283],"domain_scores_gemma":[0.9995053,0.0000153743,0.00002175132,0.0002872581,0.0000033125,0.0001669343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002092981,0.00003120105,0.000001099862,0.000002232826,0.000003396973,0.000005089441,0.000009969387,0.0001456884,0.00001380593,3.241076e-7,0.1259141,0.8738521],"study_design_scores_gemma":[0.0001201833,0.00009172286,0.00002864373,0.000005183463,0.000005264761,0.000008356669,0.000001128982,0.0004005553,0.00005955921,0.000009551656,0.9991107,0.0001591571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006718797,0.00000831548,8.119624e-7,0.0001451436,0.00000145955,0.0001586454,0.000006827116,0.00007958631,0.9989274],"genre_scores_gemma":[0.0003651748,1.623151e-7,0.00004591688,0.00006096488,0.00007078227,0.00002053811,0.000007572467,0.00001554348,0.9994134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.873693,"threshold_uncertainty_score":0.4587904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908207436","doi":"10.20961/bioedukasi-uns.v11i2.22842","title":"Reorientasi Pembelajaran Sains Berbasis Literasi Kelautan","year":2018,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Government (linguistics); Indonesian government; Literacy; Scientific literacy; Indonesian; Mathematics education; Oceanography; Science education; Geography; Pedagogy; Political science; Sociology; Psychology; Geology","authors":[{"name":"Nur Eka Kusuma Hindrasti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1341385574425432,"gpt":0.4965132488130097,"spread":0.3623746913704665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002365944,0.0008904391,0.001525392,0.000679895,0.001024562,0.003350576,0.006194172,0.0003344473,0.1748904],"category_scores_gemma":[0.0002982492,0.0008516482,0.0005534312,0.002427988,0.0008833518,0.004941705,0.00544376,0.0008550628,0.001960059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005957891,"about_ca_system_score_gemma":0.0001727251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019049,"about_ca_topic_score_gemma":0.00230423,"domain_scores_codex":[0.9925883,0.0007702014,0.002106141,0.001384824,0.00187344,0.001277092],"domain_scores_gemma":[0.9950369,0.0002920504,0.001850886,0.001539175,0.0002469551,0.001034044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004403314,0.0008320812,0.7331948,0.0002025954,0.0003606685,0.0001501345,0.001153529,0.0000172067,0.03942783,0.0001173865,0.1139163,0.1101871],"study_design_scores_gemma":[0.001025111,0.0001064519,0.6063236,0.0008545073,0.0002183283,0.00008150589,0.0002859767,0.0001954136,0.01795571,0.001790421,0.3700823,0.001080695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.801617,0.006611842,0.0001490854,0.0003395118,0.00247004,0.001081652,0.000226076,0.000062474,0.1874424],"genre_scores_gemma":[0.971261,0.00808458,0.0001936743,0.0007702932,0.0009709286,0.00005578467,0.00003084156,0.0001319764,0.01850096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.256166,"threshold_uncertainty_score":0.9993934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200193204","doi":"10.18280/ijsdp.160720","title":"Evaluation of Outranking Border Region Sustainable Development in Papua Province – Papua New Guinea Using PROMETHEE","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"New guinea; Ranking (information retrieval); Geography; Sustainable development; Regional development; Environmental resource management; Regional science; Ecology; Computer science; Economics; Biology","authors":[{"name":"Matheus M.G. Rumbiak","is_ca":false},{"name":"Akhmad Fauzi","is_ca":false},{"name":"Dedi Budiman Hakim","is_ca":false},{"name":"Lala M. Kolopaking","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0285563776687793,"gpt":0.2860391759960775,"spread":0.2574827983272983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002572918,0.0001520747,0.0002349198,0.0002787852,0.0001045986,0.00009826422,0.0002318691,0.00006827883,0.0002011585],"category_scores_gemma":[0.0003912179,0.0001455498,0.00003596351,0.0003291515,0.000025336,0.0006635848,0.0003157025,0.000178033,0.000001282243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020038,"about_ca_system_score_gemma":0.001811508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003731555,"about_ca_topic_score_gemma":0.000110881,"domain_scores_codex":[0.9973654,0.0001189067,0.000757762,0.0002084818,0.001225269,0.0003241538],"domain_scores_gemma":[0.9984748,0.00005231467,0.0004895307,0.00007517259,0.0008201482,0.00008798762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004970574,0.0004649761,0.5194529,0.0004903532,0.0005388946,0.01117649,0.04214811,0.06287958,0.002098844,0.001538456,0.000855025,0.3578593],"study_design_scores_gemma":[0.01122985,0.0002713169,0.3995032,0.00317687,0.0002728062,0.002080774,0.2202917,0.01552307,0.04452213,0.009860104,0.2914119,0.001856169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902593,0.0004959567,0.004203577,0.0001517827,0.0001381306,0.0002324842,2.072345e-7,0.000004960984,0.004513586],"genre_scores_gemma":[0.9891684,0.00001459722,0.006692932,0.00004527949,0.00007048469,0.000005909119,0.000007266798,0.00001199924,0.003983115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3560031,"threshold_uncertainty_score":0.5935349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209618542","doi":"10.29303/jppi.v1i3.345","title":"BUDIDAYA SILVOFISHERY DI DESA MOROREJO KABUPATEN KENDAL UNTUK MENDUKUNG PROGRAM BUDIDAYA BERKELANJUTAN","year":2021,"lang":"id","type":"article","venue":"indonesian journal of fisheries community empowerment","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; Horticulture; Environmental science; Geography; Biology","authors":[{"name":"Woro Kusumaningtyas Perwitasari","is_ca":true},{"name":"Fuad Muhammad","is_ca":false},{"name":"Jaffran Wasiq Hidayat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01779225263002173,"gpt":0.242887056373126,"spread":0.2250948037431043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002310625,0.001044079,0.001689822,0.0002309891,0.001416812,0.0009902735,0.002195978,0.0004923771,0.004442031],"category_scores_gemma":[0.0002152088,0.001028238,0.0008953772,0.001100263,0.0009525339,0.001491774,0.002374382,0.003340414,0.0001762032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121226,"about_ca_system_score_gemma":0.000583917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338097,"about_ca_topic_score_gemma":0.003547126,"domain_scores_codex":[0.9903263,0.003203327,0.00262724,0.0005685607,0.001844142,0.001430451],"domain_scores_gemma":[0.9944805,0.0003751737,0.001909011,0.001798839,0.0003791773,0.001057286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001499237,0.0114093,0.754963,0.0009425255,0.002266131,0.007566818,0.02268333,0.0002130464,0.01296463,0.00005671264,0.02260244,0.1628328],"study_design_scores_gemma":[0.006820597,0.008604667,0.6788235,0.002313316,0.0009850485,0.007687612,0.05569999,0.0002966727,0.01440948,0.0006370623,0.2206769,0.003045137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593077,0.001027697,0.0001064804,0.00292961,0.002186907,0.0007811523,0.00009673295,0.00008822342,0.03347554],"genre_scores_gemma":[0.9946153,0.0009302869,0.0008585766,0.000383653,0.0003781427,0.00004158253,0.00008680466,0.0001337833,0.002571922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980745,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084323461","doi":"10.17844/jphpi.v23i2.31124","title":"Daya Dukung Bahan Baku Industri dan UMKM Berbasis Potensi Stok pada Wilayah Pengelolaan Perikanan","year":2020,"lang":"id","type":"article","venue":"Jurnal Pengolahan Hasil Perikanan Indonesia","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","authors":[{"name":"Yonvitner Yonvitner","is_ca":true},{"name":"Mennofatria Boer","is_ca":true},{"name":"Rahmat Kurnia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947751001528313,"gpt":0.214040923457658,"spread":0.1945634134423749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00107024,0.002178405,0.002338884,0.0003956721,0.002044291,0.001471013,0.00291013,0.001216702,0.00311763],"category_scores_gemma":[0.0002816033,0.002244118,0.001091351,0.002585489,0.0008933453,0.002121089,0.002338788,0.003362833,0.00265396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114576,"about_ca_system_score_gemma":0.0006599224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141542,"about_ca_topic_score_gemma":0.003388808,"domain_scores_codex":[0.987553,0.001069971,0.002539123,0.003056673,0.002860521,0.002920707],"domain_scores_gemma":[0.9929625,0.0002033146,0.0013888,0.001916541,0.0002083258,0.003320536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001837827,0.002150415,0.6170299,0.001335667,0.001365182,0.005536886,0.01655325,0.001043934,0.116244,0.0004265225,0.06625929,0.1702171],"study_design_scores_gemma":[0.005960147,0.003322614,0.4677776,0.0007223868,0.001055811,0.00120247,0.01410692,0.009358441,0.01155099,0.00002187895,0.4792434,0.005677342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672742,0.001207688,0.0001110851,0.009180856,0.001345929,0.001791125,0.0002477042,0.0003499674,0.0184914],"genre_scores_gemma":[0.9894122,0.0005622519,0.0001453617,0.00345863,0.002272531,0.0001201289,0.0001689226,0.0003985695,0.003461327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4129841,"threshold_uncertainty_score":0.9995655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768404512","doi":"10.5376/ijms.2017.07.0043","title":"Optimization of Cultivated Seaweed Land &lt;i&gt;Gracilaria sp&lt;/i&gt; Using &lt;i&gt;Vertikultur&lt;/i&gt; System","year":2017,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Algae; Botany; Biology","authors":[{"name":"Muhammad Hendri","is_ca":false},{"name":"Rozirwan Rozirwan","is_ca":false},{"name":"Rezi Apri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260636650568238,"gpt":0.2463462329226536,"spread":0.2337398664169712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002165707,0.0003405809,0.0005062103,0.0003728816,0.000597254,0.0005537587,0.002881569,0.0001243936,0.000810931],"category_scores_gemma":[0.0007555574,0.0002856257,0.0002362923,0.0004989328,0.0007445778,0.002329139,0.002137469,0.000250112,0.00006100651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007910241,"about_ca_system_score_gemma":0.0002487649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004762085,"about_ca_topic_score_gemma":0.0006819055,"domain_scores_codex":[0.9948838,0.0001174162,0.001241033,0.0005434444,0.002699797,0.0005144927],"domain_scores_gemma":[0.9961872,0.00008328907,0.002072022,0.0006063819,0.0006953478,0.0003557579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004603704,0.000445979,0.06316287,0.00008207683,0.0002254013,0.0002791906,0.0005031858,0.1356824,0.7732943,0.003155238,0.001018862,0.0216901],"study_design_scores_gemma":[0.004910788,0.0005935027,0.2968585,0.001078953,0.0002054649,0.002111125,0.0001276737,0.6327382,0.02035399,0.000404969,0.0393137,0.001303174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044845,0.00005607671,0.008614219,0.0004895681,0.002626019,0.0003554092,0.0000519594,0.00004509233,0.08327714],"genre_scores_gemma":[0.9909118,0.00006038355,0.006323027,0.0000485433,0.0003405816,0.00000406927,0.00001168337,0.00002550734,0.002274337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7529403,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903291427","doi":"10.5539/jsd.v11n6p142","title":"The Study of Dynamic of Coastal Resource Community-Based Management in Wabula Village of Buton Regency","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Community management; Environmental resource management; Resource management (computing); Ecosystem management; Resource (disambiguation); Business; Government (linguistics); Adaptive management; Ecology; Ecosystem; Management; Computer science; Economics","authors":[{"name":"La Nalefo","is_ca":false},{"name":"Bahtiar Bahtiar","is_ca":false},{"name":"Salahuddin Salahuddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007093029518131422,"gpt":0.223057627589378,"spread":0.2159645980712465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694126,0.0001248097,0.0003082179,0.0001745996,0.0001599062,0.00001147144,0.0005876961,0.0000328983,0.00006504871],"category_scores_gemma":[0.00003800162,0.00009026351,0.0000534195,0.0005002791,0.0001596943,0.000093755,0.0006286152,0.0001905258,0.00000195192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122039,"about_ca_system_score_gemma":0.00009383798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008731941,"about_ca_topic_score_gemma":0.002535519,"domain_scores_codex":[0.9976385,0.000286095,0.001056815,0.00009646188,0.0006502064,0.0002719764],"domain_scores_gemma":[0.9985759,0.0000891251,0.0008192016,0.0003238859,0.0001372915,0.00005456635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005867617,0.020265,0.4883097,0.004171782,0.001336419,0.001610272,0.122964,0.01347694,0.009583907,0.001497055,0.004293311,0.326624],"study_design_scores_gemma":[0.004356911,0.00378223,0.5365348,0.0004030398,0.00006776321,0.00002353207,0.3864354,0.0006349623,0.008088711,0.0003810289,0.05894108,0.0003505388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885193,0.00002769151,0.00011495,0.00005609358,0.00003864876,0.0004386533,8.174534e-7,0.000002261943,0.01080162],"genre_scores_gemma":[0.9972443,0.00001342618,0.0004703074,0.0000148464,0.000005376618,0.000007846459,0.000001134308,0.000009535805,0.002233224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3262734,"threshold_uncertainty_score":0.3680839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791513425","doi":"10.5539/jel.v7n3p251","title":"The Analysis of Phytoplankton Abundance Using Weibull Distribution (A Case Study in the Coastal Area of East Yapen in the Regency of Yapen Islands, Papua)","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Phytoplankton; Abundance (ecology); Environmental science; Biota; Oceanography; Ecology; Fishing; Geography; Biology; Nutrient; Geology","authors":[{"name":"Ervina Indrayani","is_ca":false},{"name":"Lisiard Dimara","is_ca":false},{"name":"Kalvin Paiki","is_ca":false},{"name":"Felix Reba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771029017568656,"gpt":0.2847675515482292,"spread":0.2670572613725427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896639,0.0000548426,0.0001602224,0.00005960508,0.0001274965,0.00002206843,0.0001631141,0.00001764442,0.00007396255],"category_scores_gemma":[0.0001324295,0.00002906798,0.00004718769,0.0005696667,0.00008459631,0.0001057592,0.00003987486,0.0001766667,3.44486e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347165,"about_ca_system_score_gemma":0.00004220256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105667,"about_ca_topic_score_gemma":0.01169486,"domain_scores_codex":[0.9988048,0.0003958984,0.0004147216,0.00006884352,0.0002378973,0.00007785739],"domain_scores_gemma":[0.9990504,0.0001763514,0.0005960106,0.0001160237,0.00004491245,0.0000162736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004373861,0.0002969689,0.9664321,0.000008821911,0.00003651304,0.000006115144,0.02084468,0.001008284,0.0005186759,0.00001516793,0.00003807354,0.01075084],"study_design_scores_gemma":[0.0002661386,0.0003495165,0.8050244,0.00005679445,0.0001425952,0.0001932248,0.1892765,0.003383646,0.00005486697,0.00003189021,0.001168887,0.00005155786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987231,0.0000629553,0.0001077993,0.0001094886,0.00005286168,0.0001158926,0.000002246891,4.01098e-7,0.0008252645],"genre_scores_gemma":[0.9998603,0.00002031651,0.00001503069,0.00001110176,0.00003447742,0.000001866977,0.000002768043,0.000001854765,0.00005226753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684318,"threshold_uncertainty_score":0.6526003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610783686","doi":"10.22500/sodality.v5i1.16275","title":"Cohesivity Fisheries Community in the Face of Climate Change on the Coast of Western Java","year":2017,"lang":"en","type":"article","venue":"Sodality Jurnal Sosiologi Pedesaan","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Group cohesiveness; Collective action; Social capital; Climate change; Happening; Political science; Sociology; Geography; Economic growth; Social psychology; Psychology; Social science; Economics; Politics; Ecology; Law; History","authors":[{"name":"Galuh Adriana","is_ca":true},{"name":"Nurmala K. Pandjaitan","is_ca":true},{"name":"Arya Hadi Dharmawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07915484728357579,"gpt":0.2857074835175689,"spread":0.2065526362339931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578374,0.0001435696,0.0002810786,0.00001255235,0.000663135,0.00005125983,0.00135101,0.00007719311,0.000140321],"category_scores_gemma":[0.0002466485,0.00007639066,0.00009346774,0.0000624258,0.0007042278,0.0001761057,0.0009363753,0.000445011,0.00001995447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003146551,"about_ca_system_score_gemma":0.000007089177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03131763,"about_ca_topic_score_gemma":0.05112442,"domain_scores_codex":[0.9979995,0.0009665288,0.0003396987,0.0001437381,0.0002909131,0.0002596203],"domain_scores_gemma":[0.9980631,0.0003823471,0.0004714796,0.001035311,0.00001192582,0.00003578081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006721597,0.0001890968,0.9924381,0.00003823508,0.000005516579,0.000002019551,0.00217666,0.00001127508,0.0006630548,0.0001718053,0.000127096,0.004109925],"study_design_scores_gemma":[0.0001552855,0.0002592248,0.9948674,0.00004348987,0.000007166766,0.000003342667,0.002771735,0.00004401683,0.0005230173,0.000700768,0.0005387712,0.00008581681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848838,0.000007463901,0.000004023179,0.001909339,0.00006379007,0.0003223992,0.00006620291,0.000007795238,0.01273521],"genre_scores_gemma":[0.9994202,0.00007884032,0.000004842044,0.0003987494,0.00002941764,0.00002979382,0.000003647941,0.000005384357,0.00002907969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980679,"threshold_uncertainty_score":0.9751329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950196546","doi":"10.33772/jsl.v4i1.6805","title":"STRUKTUR KOMUNITAS MAKROALGA DI PERAIRAN DESA LANGARA BAJO KONAWE KEPULAUAN","year":2019,"lang":"id","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Langara College","funders":"","keywords":"Physics; Biology; Botany","authors":[{"name":"Nurlela Nurlela","is_ca":false},{"name":"Wa Nurgayah","is_ca":false},{"name":"Emiyarti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008281699189025117,"gpt":0.2104029151503312,"spread":0.2021212159613061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001327085,0.001429624,0.001558033,0.0003540296,0.0008868939,0.0008367659,0.002124172,0.0007469807,0.02667775],"category_scores_gemma":[0.0001024134,0.001273796,0.001014479,0.001118636,0.000405951,0.001406439,0.001479563,0.002605896,0.02197694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059769,"about_ca_system_score_gemma":0.0002697293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614021,"about_ca_topic_score_gemma":0.003424585,"domain_scores_codex":[0.9910665,0.0006982213,0.001900979,0.001600586,0.002442005,0.002291727],"domain_scores_gemma":[0.9955801,0.0002820396,0.001022371,0.001595367,0.0001201927,0.001399938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001682158,0.002096101,0.7761116,0.0009950987,0.001318298,0.002190324,0.003571978,0.00124763,0.04989382,0.002986609,0.01761727,0.1402891],"study_design_scores_gemma":[0.005004126,0.002191347,0.5009435,0.001072256,0.0005081437,0.002256897,0.00248891,0.006518647,0.001836103,0.0006393063,0.473296,0.003244784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828221,0.001388425,0.00006537678,0.001014935,0.002765132,0.001128219,0.0003188321,0.0001816129,0.1103154],"genre_scores_gemma":[0.9467574,0.0006168999,0.000220372,0.001167576,0.001127297,0.00003449212,0.00008582192,0.0002177033,0.04977243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4556787,"threshold_uncertainty_score":0.9998454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310834864","doi":"10.30595/pspfs.v4i.520","title":"Akumulasi Logam Berat Cd Pada Matriks Air, Sedimen, dan Ikan Nilem (Osteochilus hasselti) di Sungai Tajum Kabupaten Banyumas Jawa Tengah","year":2022,"lang":"id","type":"article","venue":"Proceedings Series on Physical & Formal Sciences","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Environmental chemistry; Chemistry","authors":[{"name":"Nuning Vita Hidayati","is_ca":false},{"name":"Afif Sofiyan Abdul Aziz","is_ca":false},{"name":"Arif Mahdiana","is_ca":false},{"name":"Norman Arie Prayogo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006528247835467,"gpt":0.2194282750088532,"spread":0.2093629925304986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001409634,0.001013145,0.0009570884,0.0001980194,0.005305799,0.0008844054,0.002428219,0.0001641437,0.001037657],"category_scores_gemma":[0.00008050472,0.0008659743,0.0004503404,0.002215286,0.001753732,0.004720503,0.004169133,0.001313518,0.0004791511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519199,"about_ca_system_score_gemma":0.0001908393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455407,"about_ca_topic_score_gemma":0.0003380083,"domain_scores_codex":[0.9914672,0.0001152053,0.0009530539,0.001920366,0.003139154,0.002404983],"domain_scores_gemma":[0.9979205,0.000130326,0.0007266065,0.0003835142,0.00009326298,0.000745777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005274054,0.01595628,0.2699756,0.003184301,0.0006984776,0.0004222582,0.05767513,0.01398079,0.2663973,0.1883861,0.05348171,0.124568],"study_design_scores_gemma":[0.005878297,0.05267811,0.1127968,0.0006126923,0.0006958189,0.0009293528,0.101939,0.06100618,0.123468,0.008737437,0.5212499,0.01000839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911686,0.0000682493,0.00000477727,0.002225724,0.001017948,0.001057205,0.0001473444,0.0002437233,0.1040665],"genre_scores_gemma":[0.990721,0.00004538435,0.00007947633,0.0005895401,0.0006217484,0.0003195286,0.00004239568,0.00006968654,0.007511204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677683,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319079632","doi":"10.55365/1923.x2022.20.103","title":"Sustainable Development Goals for Empowering Women Fishers Through Mangrove Use","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitas Diponegoro","keywords":"Empowerment; Government (linguistics); Statute; Business; Legal research; Sustainable development; Informal sector; Fishing; Economic growth; Socioeconomics; Political science; Law; Economics","authors":[{"name":"Ani Purwanti","is_ca":false},{"name":"Dyah Wijaningsih","is_ca":false},{"name":"Muh. Afif Mahfud","is_ca":false},{"name":"Aga Natalis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01582246722139098,"gpt":0.2270876292994548,"spread":0.2112651620780638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016008,0.00007698526,0.0002217786,0.000009654966,0.00005605853,0.00001809835,0.0000892837,0.00001932816,0.00005735704],"category_scores_gemma":[0.00002532329,0.00007466159,0.00003326245,0.00008020981,0.00002310455,0.0002366975,0.0001908632,0.00002016298,0.00003059863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008762679,"about_ca_system_score_gemma":0.00001463157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144911,"about_ca_topic_score_gemma":0.00004018362,"domain_scores_codex":[0.9993199,0.000005079285,0.0002542742,0.0001785604,0.0000210343,0.0002212045],"domain_scores_gemma":[0.9996994,0.00003058025,0.0001142471,0.0001294404,0.000005893555,0.00002046378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008872248,0.0001761306,0.02458802,0.04187318,0.0001599922,0.00002880096,0.006024234,0.002119958,0.00008443069,0.06885958,0.138141,0.717856],"study_design_scores_gemma":[0.00009671174,0.00002599313,0.00252006,0.0002661012,0.000002323195,8.951112e-7,0.0001464686,0.000394049,0.00004728584,0.0006228057,0.9957767,0.0001006717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9912805,0.002476377,0.00004398645,0.0002057658,0.00005114527,0.0005117638,0.00001088478,0.00001000939,0.005409559],"genre_scores_gemma":[0.2537878,0.6926086,0.003969336,0.001457119,0.00004484218,0.0007561991,0.00003557729,0.00004536366,0.04729518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8576357,"threshold_uncertainty_score":0.3044612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382203721","doi":"10.18280/ijsdp.180623","title":"Sustainability Management of Teluk Benderas Lake, Rantau Baru Village, Pangkalan Kerinci District, Riau Province","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Baru; Geography; Sustainability; Environmental protection; Environmental planning; Archaeology; Ecology; Biology","authors":[{"name":"Ridwan Manda Putra","is_ca":false},{"name":"Sukendi Sukendi","is_ca":false},{"name":"Syahril Nedi","is_ca":false},{"name":"Khoirunisyah","is_ca":false},{"name":"Rizky Akbar Putrayudha","is_ca":false},{"name":"Rahmadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00885697267875532,"gpt":0.2342348722897224,"spread":0.225377899610967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008236131,0.0001400508,0.0001998176,0.0001909253,0.000114556,0.00006905608,0.0003412323,0.00004116334,0.0001834591],"category_scores_gemma":[0.00006269723,0.0001223832,0.00005167821,0.000287947,0.00005134416,0.0003288655,0.0005519701,0.0001236993,0.000008627344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214647,"about_ca_system_score_gemma":0.0001150262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055474,"about_ca_topic_score_gemma":0.0000434076,"domain_scores_codex":[0.9982913,0.00003438682,0.0005542072,0.0001777898,0.0006414713,0.0003009169],"domain_scores_gemma":[0.9992474,0.00006258336,0.000324076,0.00008473165,0.0001838938,0.00009731145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008953803,0.0003057568,0.7840765,0.001101913,0.0009457445,0.02137467,0.009035924,0.009132565,0.0001734029,0.0045486,0.01224451,0.156165],"study_design_scores_gemma":[0.001462629,0.0001188114,0.668934,0.000238031,0.00004079182,0.0001691138,0.05432473,0.0005678774,0.0008004063,0.001785541,0.2711796,0.0003785307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865875,0.00005056214,0.0007965476,0.0002867523,0.0002006517,0.0002125726,0.000005262811,0.00001941092,0.01184073],"genre_scores_gemma":[0.9934562,0.00005607448,0.0005347745,0.00002494443,0.00005664839,0.000008164414,0.00002231678,0.000009394632,0.005831435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589351,"threshold_uncertainty_score":0.499064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390652484","doi":"10.13057/biodiv/d240938","title":"Reef fish monitoring as a coral reef resilience indicator in the Sempu Strait, South of East Java, Indonesia","year":2023,"lang":"en","type":"article","venue":"Biodiversitas Journal of Biological Diversity","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Universitas Brawijaya","keywords":"Reef; Coral reef; Coral reef fish; Fishery; Abundance (ecology); Marine protected area; Marine reserve; Coral reef protection; Coral; Fringing reef; Geography; Resilience of coral reefs; Environmental issues with coral reefs; Fishing; Aquaculture of coral; Atoll; Oceanography; Ecology; Biology; Habitat; Geology","authors":[{"name":"Gatut Bintoro","is_ca":false},{"name":"Andik Isdianto","is_ca":false},{"name":"Nuddin Harahab","is_ca":false},{"name":"Andi Kurniawan","is_ca":false},{"name":"Agus Dwi Wicaksono","is_ca":false},{"name":"RELIA MAHARDITHA","is_ca":false},{"name":"Aulia Lanudia Fathah","is_ca":false},{"name":"Berlania Mahardika Putri","is_ca":false},{"name":"Muchamad Fairuz Haykal","is_ca":false},{"name":"Muhammad Arif Asadi","is_ca":false},{"name":"Arief Setyanto","is_ca":false},{"name":"Tri Djoko Lelono","is_ca":false},{"name":"Oktiyas Muzaky Luthfi","is_ca":false},{"name":"Dwi Candra Pratiwi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04372386232181932,"gpt":0.2311227653218724,"spread":0.1873989030000531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009363678,0.000138996,0.000272944,0.000123753,0.0002790338,0.0000233105,0.001050089,0.0001309888,0.0003927538],"category_scores_gemma":[0.0001031953,0.0000922972,0.000162722,0.0006579763,0.0003131084,0.0002229878,0.001607884,0.0002988202,0.000208406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009605502,"about_ca_system_score_gemma":0.00002059119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003221816,"about_ca_topic_score_gemma":0.0000149229,"domain_scores_codex":[0.9983356,0.0002221844,0.0003275463,0.0002264894,0.0005938987,0.0002942788],"domain_scores_gemma":[0.9991844,0.00009197839,0.0003961797,0.0001688389,0.00002737551,0.000131254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001789216,0.00008112266,0.9933895,0.000006963427,0.00001905991,0.000281728,0.001499704,0.00003590262,0.0006627744,0.00001042342,0.00301627,0.0008176574],"study_design_scores_gemma":[0.0004944431,0.0004989859,0.989518,0.00002513937,0.00002326804,0.000030226,0.008584044,0.00001055977,0.0001778747,0.00008125074,0.0004420952,0.0001141325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980376,0.0000169283,0.000007584582,0.000287402,0.0001494381,0.0001273329,0.00008895057,0.00001325244,0.001271533],"genre_scores_gemma":[0.9997251,0.00005521258,0.00005174586,0.00008476125,0.00004769432,4.412073e-7,0.000004374781,0.000001866897,0.00002882584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007084341,"threshold_uncertainty_score":0.4300379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393157693","doi":"10.20944/preprints202403.1261.v1","title":"Intersectional Development: How Seaweed Farming in Kwale County, Kenya Can Foster Inclusive and Transformational Development","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Transformational leadership; Agriculture; Geography; Agroforestry; Political science; Biology; Archaeology","authors":[{"name":"Jasmine Ashurst","is_ca":false},{"name":"Joel Onyango","is_ca":false},{"name":"Gillian Faith Achieng","is_ca":false},{"name":"Monroe Dikiny Ouma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03927061707956586,"gpt":0.2694680966800214,"spread":0.2301974796004556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006823374,0.0003937301,0.0003398611,0.0001897871,0.0001709501,0.00008695621,0.000388351,0.000230808,0.001477838],"category_scores_gemma":[0.00002606158,0.0004045139,0.00007259251,0.0001762215,0.00009317257,0.0001626484,0.006622775,0.0008010343,0.0006169379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012395,"about_ca_system_score_gemma":0.0003113974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181868,"about_ca_topic_score_gemma":0.01093162,"domain_scores_codex":[0.997452,0.00006999127,0.0005867506,0.0008975189,0.0006047552,0.0003889561],"domain_scores_gemma":[0.9993528,0.00003763284,0.0001521904,0.0002788042,0.00002642768,0.0001521166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009148096,0.0002103464,0.8902504,0.001246946,0.0002544131,0.00007815564,0.04775151,0.001176912,0.002832704,0.0001216474,0.0002474936,0.05573794],"study_design_scores_gemma":[0.0009835123,0.00002075039,0.7378992,0.001067862,0.00004556294,0.0001179854,0.002073047,0.002591586,0.01749442,0.002286117,0.2338797,0.001540198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956354,0.00004125389,0.0001186881,0.001088798,0.0004556323,0.0006824156,0.000034884,0.00007256612,0.04115179],"genre_scores_gemma":[0.9942923,0.00001811596,0.0004076413,0.0001814424,0.00006153336,0.0003340148,0.0001323574,0.00003265032,0.004539941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336323,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399595743","doi":"10.47266/bwp.v7i1.314","title":"Lingkungan Hidup dan Sumberdaya Alam: Refleksi RPJPN 2005-2025 dan Visi 2025-2045","year":2024,"lang":"id","type":"article","venue":"Bappenas Working Papers","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Wahyuningsih Darajati","is_ca":true},{"name":"Arifin Rudiyanto","is_ca":true},{"name":"Hanan Nugroho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01480160084739053,"gpt":0.245913419966833,"spread":0.2311118191194425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001084643,0.0009541882,0.000779963,0.000216186,0.0007470342,0.001142626,0.001184537,0.0004948578,0.003414081],"category_scores_gemma":[0.00005812466,0.0009476275,0.000530858,0.001190377,0.0003228739,0.0003780555,0.001407843,0.001192023,0.006439619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007912515,"about_ca_system_score_gemma":0.000196462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436632,"about_ca_topic_score_gemma":0.003933222,"domain_scores_codex":[0.9936894,0.0003275914,0.001031235,0.001941423,0.001168712,0.001841708],"domain_scores_gemma":[0.9975504,0.0002637856,0.0002490025,0.001211356,0.0000154845,0.0007099472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002999917,0.0008162374,0.1756391,0.001645084,0.001264612,0.003397825,0.005270491,0.001058555,0.1235085,0.005071738,0.1300617,0.5519661],"study_design_scores_gemma":[0.0004182153,0.0001432189,0.007385102,0.001749543,0.0002041683,0.0000772042,0.0011436,0.001897331,0.002617339,0.0000416952,0.9831696,0.001153018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1163483,0.006108591,0.00004349034,0.003441165,0.005792527,0.001086592,0.00003130933,0.0006803292,0.8664677],"genre_scores_gemma":[0.8384239,0.001202589,0.0001668889,0.0007873835,0.0008883011,0.00004963096,0.0001005741,0.0001640055,0.1582167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8531079,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095330272","doi":"10.21776/ub.ecsofim.2020.008.01.01","title":"Qualitative Loop Analysis of Social-Ecological Connectivity: The Case of Bima Bay, West Nusa Tenggara","year":2020,"lang":"en","type":"article","venue":"ECSOFIM (Economic and Social of Fisheries and Marine)/ECSOFiM (Economic and Social of Fisheries and Marine)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Bay; Nonprobability sampling; Statistic; Environmental resource management; Ecosystem; Governor; Tourism; Geography; Environmental science; Ecology; Mathematics; Statistics; Engineering; Biology; Sociology","authors":[{"name":"Munawar Munawar","is_ca":true},{"name":"Luky Adrianto","is_ca":false},{"name":"Mennofatria Boer","is_ca":false},{"name":"Zulhamsyah Imran","is_ca":false},{"name":"Andi Zulfikar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01881316911153631,"gpt":0.2399891228621848,"spread":0.2211759537506485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000626726,0.0004258592,0.001773773,0.00007851049,0.0005436768,0.00008478579,0.0002248224,0.0003056542,0.001477484],"category_scores_gemma":[0.00004990367,0.0003761075,0.0003531225,0.0001644089,0.002535683,0.0004069903,0.001319239,0.000231889,0.000001737557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007751075,"about_ca_system_score_gemma":0.00007842838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02270547,"about_ca_topic_score_gemma":0.01739537,"domain_scores_codex":[0.9974923,0.0002413159,0.00116599,0.0006021339,0.0001162579,0.0003820416],"domain_scores_gemma":[0.9981492,0.0005167432,0.0009851117,0.0001565403,0.00004161246,0.0001508136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149454,0.0002459507,0.7929507,0.0008164496,0.002671824,0.00003578833,0.07934578,0.00001516517,0.0001572866,0.03234982,0.003122392,0.08713939],"study_design_scores_gemma":[0.002386228,0.00110816,0.8697833,0.000009921508,0.001318544,0.00002918761,0.1001351,0.001874894,0.00006852666,0.002342256,0.02006014,0.0008836411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779271,0.00004553398,0.00001841501,0.00372108,0.0001110787,0.0003476133,0.0004990839,0.0000181134,0.01731202],"genre_scores_gemma":[0.9985251,0.0003894491,0.00007338106,0.0002848905,0.0001610512,0.00001958928,0.00005965069,0.00002691475,0.0004599761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08625575,"threshold_uncertainty_score":0.9998691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593801202","doi":"10.35800/akulturasi.1.1.2013.13308","title":"MANAJEMEN TENAGA KERJA TEMPAT PELELANGAN IKAN (TPI) AERTEMBAGA KOTA BITUNG","year":2013,"lang":"en","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Work (physics); Geography; Section (typography); Fishery; Operations management; Business; Management; Engineering; Advertising; Economics","authors":[{"name":"Amelia Lengkong","is_ca":false},{"name":"Christian R. Dien","is_ca":false},{"name":"Djuwita R.R. Aling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004901657999182309,"gpt":0.1792369329803891,"spread":0.1743352749812068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003206907,0.0006900353,0.0006321625,0.0001193549,0.0006336586,0.0004595263,0.001048897,0.0002654536,0.009783661],"category_scores_gemma":[0.00004578038,0.0005125238,0.0003469202,0.0006543261,0.0002555706,0.001318677,0.0007304677,0.0005723772,0.009559047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876899,"about_ca_system_score_gemma":0.000036313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176623,"about_ca_topic_score_gemma":0.004761053,"domain_scores_codex":[0.9959387,0.0001669928,0.0008833802,0.000850679,0.0009049784,0.001255307],"domain_scores_gemma":[0.9979815,0.00006064818,0.0003502537,0.0008474903,0.00006939854,0.0006907298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142897,0.0009612067,0.3426418,0.0002247453,0.0004357655,0.0004244928,0.004690026,0.0005951889,0.1704524,0.000987465,0.2794192,0.1990534],"study_design_scores_gemma":[0.001989072,0.0006300833,0.3819768,0.000180983,0.0001403813,0.0007790747,0.004913729,0.002028754,0.003916455,0.0003511792,0.6007701,0.002323421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692126,0.0001367782,0.00004859331,0.001372498,0.0004882527,0.0008989727,0.00001060172,0.000321375,0.1275103],"genre_scores_gemma":[0.961042,0.0001422491,0.0003479192,0.001027618,0.0003775813,0.0001849683,0.00004418477,0.0001019795,0.03673149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3213509,"threshold_uncertainty_score":0.9997326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165861450","doi":"10.1016/j.marpolbul.2021.112481","title":"Tearful at the falling of a star: In memory of Professor Brian Morton (10th August 1942 – 28th March 2021)","year":2021,"lang":"en","type":"editorial","venue":"Marine Pollution Bulletin","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Battle; Sadness; China; Marine life; Art history; Environmental ethics; Value (mathematics); History; Psychoanalysis; Psychology; Philosophy; Ancient history; Archaeology; Psychiatry; Ecology; Biology","authors":[{"name":"Rudolf S.S. Wu","is_ca":false},{"name":"S. F. Leung","is_ca":false},{"name":"Shing Yip Lee","is_ca":false},{"name":"K.F. Leung","is_ca":false},{"name":"Paul K.S. Shin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006157524612809843,"gpt":0.2185605461455962,"spread":0.2124030215327863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001379323,0.0003812455,0.0007231091,0.0001257358,0.0001167786,0.00002778909,0.0006226894,0.0004429843,0.03613217],"category_scores_gemma":[0.000408526,0.000319171,0.0002211446,0.000475711,0.0002561391,0.00004249776,0.00283185,0.0008132785,0.0002672154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005313062,"about_ca_system_score_gemma":0.0001738287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05263169,"about_ca_topic_score_gemma":0.04407324,"domain_scores_codex":[0.9961041,0.0004321019,0.001000083,0.0006710611,0.001290648,0.0005020055],"domain_scores_gemma":[0.9981423,0.0002622443,0.0006484409,0.000787737,0.00006181872,0.00009743779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000214589,0.0001926611,0.002315242,0.0003556183,0.00004351688,0.00003200573,0.0001794311,0.0003201143,0.0003258158,0.000009101163,0.9892974,0.006714467],"study_design_scores_gemma":[0.0007456817,0.0001123015,0.003312529,0.0002089953,0.00004334285,0.000004235997,0.0001947351,0.0001400706,0.0003264144,0.00003000004,0.9945687,0.0003129625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.270701,0.0007490116,0.00005336855,0.009435183,0.4734331,0.004444642,0.001717699,0.0001017046,0.2393643],"genre_scores_gemma":[0.1582307,0.001010615,0.0005759686,0.0001881065,0.2231789,0.0004102554,0.002196883,0.0002483965,0.6139601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3745959,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965028556","doi":"10.35800/akulturasi.7.1.2019.24396","title":"KONDISI SOSIAL EKONOMI NELAYAN DI DESA BULAWAN II, KECAMATAN KOTABUNAN, KABUPATEN BOLAANG MONGONDOW TIMUR","year":2019,"lang":"id","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","authors":[{"name":"Djirhan Mokoagow","is_ca":true},{"name":"Srie J. Sondakh","is_ca":false},{"name":"Martha P. Wasak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005680998076056798,"gpt":0.1936126749004361,"spread":0.1879316768243793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007132517,0.001775233,0.001785965,0.000282996,0.001692474,0.001100858,0.002360616,0.0008621821,0.007090949],"category_scores_gemma":[0.00006771308,0.001564013,0.0009858609,0.001332709,0.0005659718,0.002281712,0.002349768,0.001608044,0.01173897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134567,"about_ca_system_score_gemma":0.0002776252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311722,"about_ca_topic_score_gemma":0.006633784,"domain_scores_codex":[0.9908094,0.0004198544,0.002049142,0.002354512,0.001616558,0.002750544],"domain_scores_gemma":[0.9952366,0.0001199784,0.001129803,0.001909979,0.0001731479,0.001430495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001296653,0.002170836,0.6051348,0.0006377733,0.001130057,0.0007967135,0.009388709,0.002363906,0.2771604,0.00146569,0.02725061,0.07120384],"study_design_scores_gemma":[0.007263207,0.003335568,0.4826639,0.0008909751,0.0006878389,0.001272352,0.005348415,0.00647083,0.01693809,0.00007201608,0.4693763,0.005680489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337587,0.0007899405,0.00003077343,0.0009503794,0.003268581,0.00185903,0.0002840859,0.0003382941,0.05872026],"genre_scores_gemma":[0.9384006,0.0006268455,0.00008833002,0.0005249068,0.0009884178,0.0001128656,0.0002204377,0.0002738033,0.05876384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4421257,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519593734","doi":"10.35800/akulturasi.1.1.2013.13309","title":"KEGIATAN ALTERNATIF NELAYAN DI DESA MAKALESUNG KECAMATAN KEMA KABUPATEN MINAHASA UTARA","year":2013,"lang":"en","type":"article","venue":"AKULTURASI (Jurnal Ilmiah Agrobisnis Perikanan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Livelihood; Geography; Fishing; Fishery; Socioeconomics; Business; Sociology; Agriculture","authors":[{"name":"Marlon Tairas","is_ca":false},{"name":"Lexy K. Rarung","is_ca":true},{"name":"Grace O. Tambani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006362559277020836,"gpt":0.1940990889639192,"spread":0.1877365296868984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002826381,0.0007222944,0.0006416717,0.0001131841,0.0005350957,0.0005859917,0.001268059,0.0002516501,0.01005654],"category_scores_gemma":[0.00004427033,0.0005743933,0.0003493587,0.0005592525,0.0002980563,0.001651632,0.0007891131,0.0005603401,0.008549985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762497,"about_ca_system_score_gemma":0.00003582655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202519,"about_ca_topic_score_gemma":0.002642574,"domain_scores_codex":[0.9957262,0.0001623832,0.0009435918,0.001010398,0.0009187533,0.001238684],"domain_scores_gemma":[0.9978302,0.00007118425,0.0004230882,0.0009060052,0.00007154996,0.0006980387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539748,0.0007852046,0.6299136,0.0001581644,0.0003541444,0.0006880992,0.00394926,0.00173019,0.1449122,0.0009629618,0.05087781,0.1655144],"study_design_scores_gemma":[0.002488992,0.0007625251,0.7346398,0.0002636964,0.0001779195,0.001415305,0.002968481,0.01131783,0.008266062,0.0005014508,0.2342364,0.002961593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494942,0.0001458351,0.000108679,0.0009348804,0.0005635982,0.0007814931,0.00003192101,0.0002706767,0.04766872],"genre_scores_gemma":[0.9878707,0.0001558761,0.0004887146,0.0004941541,0.0003782887,0.0001702607,0.00006222408,0.0001053852,0.01027438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833586,"threshold_uncertainty_score":0.9996707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}