{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":40,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":40,"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":"cff447e71d5d","filters":{"topic":"Environmental Sustainability and Technology"}},"results":[{"id":"W2762931876","doi":"10.5751/es-09595-220408","title":"Agriculture production as a major driver of the Earth system exceeding planetary boundaries","year":2017,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":1157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia; McGill University","funders":"Consortium of International Agricultural Research Centers","keywords":"Planetary boundaries; Agriculture; Earth system science; Production (economics); Earth (classical element); Geography; Astrobiology; Ecology; Sustainability; Physics; Archaeology; Economics; Astronomy; Biology","authors":[{"name":"Bruce Campbell","is_ca":false},{"name":"Douglas Beare","is_ca":false},{"name":"Elena M. Bennett","is_ca":true},{"name":"Jason M. Hall‐Spencer","is_ca":false},{"name":"John Ingram","is_ca":false},{"name":"Fernando Jaramillo","is_ca":false},{"name":"Rodomiro Ortíz","is_ca":false},{"name":"Navin Ramankutty","is_ca":true},{"name":"Jeffrey Sayer","is_ca":false},{"name":"Drew Shindell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00298052995590745,"gpt":0.1755703252713063,"spread":0.1725897953153989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001520985,0.00006569038,0.00009523408,0.000002365465,0.001452287,0.00002143502,0.00017995,0.0001603621,0.0001226074],"category_scores_gemma":[0.00003726481,0.00004283385,0.00005045031,0.00002213844,0.002298445,0.0001232633,0.0003303554,0.000148285,0.00001845671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006455577,"about_ca_system_score_gemma":0.000006535833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002525037,"about_ca_topic_score_gemma":0.0003405871,"domain_scores_codex":[0.9995091,0.00002481859,0.00008118783,0.0001824879,0.00007080599,0.0001316165],"domain_scores_gemma":[0.9996511,0.00001197553,0.00009870112,0.0002163575,0.000002529321,0.00001935181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006709623,0.00003495254,0.9890958,0.00003988188,0.00002634456,0.000001790899,0.00165649,0.00001865421,0.004385029,0.002116296,0.002197878,0.0004201546],"study_design_scores_gemma":[0.0001143572,0.00004131284,0.9868421,0.000005041345,0.00001752097,0.00002984389,0.002414042,0.00001636377,0.002419135,0.0009082763,0.007139106,0.0000529055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950802,0.00002577665,0.000001905141,0.001769395,0.0002204455,0.0001822957,0.000002321986,0.00001828259,0.00269936],"genre_scores_gemma":[0.9983323,0.00002006265,0.0001370309,0.00007462343,0.00002551869,0.00000907982,0.000001185669,0.000002285939,0.001397889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004941228,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621195420","doi":"10.1017/s2040470017001066","title":"Precision Agriculture in China: Exploring Awareness, Understanding, Attitudes and Perceptions of Agricultural Experts and End-Users in China","year":2017,"lang":"en","type":"article","venue":"Advances in Animal Biosciences","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Geochemistry; Geology; Ankerite; Sericite; Pyrite; Mineral exploration; Mineralization (soil science); Quartz; Paleontology; Siderite","authors":[{"name":"Helen Kendall","is_ca":true},{"name":"Paul Naughton","is_ca":false},{"name":"Beth Clark","is_ca":true},{"name":"James A. Taylor","is_ca":true},{"name":"ZengSheng LI","is_ca":false},{"name":"Chunjiang Zhao","is_ca":false},{"name":"Guijun Yang","is_ca":false},{"name":"Jiangzhou Chen","is_ca":false},{"name":"Lynn J. Frewer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01720574044584024,"gpt":0.2742653635344789,"spread":0.2570596230886387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002381902,0.0001340005,0.0001776703,0.00007424623,0.0002889824,0.00004490951,0.0003228491,0.00007320594,0.00004283885],"category_scores_gemma":[0.00009028316,0.00009434931,0.00001810174,0.0002173829,0.001735556,0.001852415,0.0004230104,0.0001218941,7.339554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467396,"about_ca_system_score_gemma":0.000004742871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450205,"about_ca_topic_score_gemma":0.01813996,"domain_scores_codex":[0.9988517,0.00003336115,0.000202623,0.0004412927,0.0001917407,0.0002792687],"domain_scores_gemma":[0.9996763,0.00003246366,0.00009648122,0.0001466859,0.000001379123,0.00004672019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001161617,0.00008142077,0.9777012,0.00001633104,4.46938e-7,0.000004106047,0.001408731,0.0001436407,0.01737565,0.0007086932,0.00000134834,0.00254685],"study_design_scores_gemma":[0.0002202878,0.0001524717,0.9855379,0.00007332574,0.000001124347,0.000005587332,0.01020346,0.00002823683,0.001351457,0.002246129,0.00004660512,0.000133408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980613,0.0005593067,0.00001120352,0.0003951362,0.00004970228,0.0001809211,0.000002801009,0.00001068672,0.0007289354],"genre_scores_gemma":[0.9958054,0.003745035,0.0003965218,0.000005672509,0.000005244601,0.00002621375,8.169864e-7,0.000002566545,0.000012519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668976,"threshold_uncertainty_score":0.9997764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213862659","doi":"10.1134/s1064229322010100","title":"Guideline Values for the Content of Chemical Elements in Soils of Urban Functional Zones: A Review","year":2022,"lang":"en","type":"review","venue":"Eurasian Soil Science","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Lomonosov Moscow State University; Russian Geographical Society","keywords":"Arable land; Standardization; Soil water; Environmental planning; Legislation; Soil quality; European union; Environmental science; Environmental protection; Quality (philosophy); Environmental resource management; Geography; Agriculture; Business; Soil science; Political science","authors":[{"name":"И. Н. Семенков","is_ca":false},{"name":"Т. В. Королева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06328451591316635,"gpt":0.3172302120367693,"spread":0.253945696123603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002943382,0.0002564174,0.0008813352,0.00009311515,0.0001399255,0.000007053606,0.001451792,0.00008744228,0.00169686],"category_scores_gemma":[0.000819627,0.0001754167,0.0003340101,0.001211236,0.002554006,0.0001325766,0.001014735,0.0002947136,0.0000129763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007724372,"about_ca_system_score_gemma":0.0001522363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485377,"about_ca_topic_score_gemma":0.00001635488,"domain_scores_codex":[0.9966863,0.0001098497,0.001297943,0.0006404372,0.0008485881,0.0004168926],"domain_scores_gemma":[0.9982681,0.0003011787,0.0006757021,0.0006731091,0.0000157021,0.00006622678],"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":[0.000008269212,0.0002647671,0.0009054359,0.005386326,0.00001996134,0.000002162698,0.00007033921,0.00001809716,0.0000837688,0.0003838134,0.002124259,0.9907328],"study_design_scores_gemma":[0.0002280118,0.0001484493,0.0004957416,0.002147192,0.0001834854,0.00001895191,0.0002954426,0.00008230833,0.00009419837,0.0004641392,0.9955771,0.0002649572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004585314,0.9961472,0.0001207781,0.0003837227,0.0001347011,0.001970549,0.00005593743,0.00001492782,0.000713667],"genre_scores_gemma":[0.0006934536,0.9977579,0.000640539,0.0001751079,0.00001891206,0.0004980937,0.00003136249,0.00001662628,0.0001680616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934528,"threshold_uncertainty_score":0.9992157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393317826","doi":"10.18280/ijsdp.190327","title":"Planning to Improve the Efficiency of Open Systems Commercial Relations to Ensure Uninterrupted Sustainable Development: Regional Legal Aspect","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Business; Environmental planning; Environmental science; Political science; Law","authors":[{"name":"Bassam Mustafa Abdul-Rahman Tubishat","is_ca":false},{"name":"Farouq Ahmad Faleh Alazzam","is_ca":false},{"name":"Olha Viunyk","is_ca":false},{"name":"Volodymyr Yatsun","is_ca":false},{"name":"Olha Horpynchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01531729818302581,"gpt":0.2728890789131394,"spread":0.2575717807301136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559778,0.0002094122,0.0002648211,0.0004434779,0.0004126507,0.0004178008,0.001102659,0.00009851472,0.0001211955],"category_scores_gemma":[0.0002621428,0.0001645672,0.00005088307,0.0005589862,0.0001465124,0.0007418007,0.001362501,0.0003881528,0.00001950931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186957,"about_ca_system_score_gemma":0.0003411339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000348739,"about_ca_topic_score_gemma":0.00001219767,"domain_scores_codex":[0.9977491,0.00007311872,0.0007453575,0.0003140901,0.000656047,0.0004623262],"domain_scores_gemma":[0.9990775,0.000222747,0.0002269771,0.000134827,0.0001825098,0.0001554318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00312047,0.001121845,0.2283524,0.0008531312,0.002170984,0.02270807,0.2836873,0.159786,0.003725868,0.1698527,0.05925258,0.06536868],"study_design_scores_gemma":[0.0006875237,0.0003240746,0.09968659,0.0005692007,0.00003747807,0.0003748841,0.1441704,0.0004434636,0.002399853,0.001054076,0.7497911,0.0004613385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841614,0.0005028504,0.007074263,0.002879957,0.0003745416,0.0006391357,0.000002941238,0.000024863,0.004340064],"genre_scores_gemma":[0.9901665,0.000004144679,0.002528871,0.0002045464,0.00008021839,0.00003875314,0.000009301767,0.00001829307,0.006949413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6905386,"threshold_uncertainty_score":0.6710855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200305723","doi":"10.18280/ijsdp.150809","title":"The Formation of Land Conservation Principles as the Framework for the Implementation of the Concept of Sustainable Development of Society","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental Sustainability and Technology","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":"Legislation; Legislature; Sustainable development; Context (archaeology); Environmental planning; Business; Environmental resource management; Environmental protection; Political science; Economics; Law; Geography","authors":[{"name":"M. Abaikyzy","is_ca":false},{"name":"Lazzat Yerkіnbayeva","is_ca":false},{"name":"Kulyash N. Aidarkhanova","is_ca":false},{"name":"Gulnar T. Aigarinova","is_ca":false},{"name":"Nurzhan S. Baimbetov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01640385312455952,"gpt":0.2665820777134786,"spread":0.2501782245889191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023961,0.00008983436,0.0001413424,0.00002564356,0.000332382,0.00002144669,0.0004901552,0.00005405488,0.00003043826],"category_scores_gemma":[0.0003167904,0.0000472591,0.00007203643,0.0001664551,0.0003554469,0.0002310024,0.0003259124,0.000139899,1.41515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977348,"about_ca_system_score_gemma":0.0001868583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008620939,"about_ca_topic_score_gemma":0.00001342988,"domain_scores_codex":[0.9985424,0.00004528359,0.0007021307,0.0000819672,0.0004605497,0.0001676696],"domain_scores_gemma":[0.9981288,0.0005147036,0.001015005,0.00008399643,0.0002352367,0.00002224079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001046883,0.0001955412,0.4580457,0.0006684083,0.0009212892,0.00001738241,0.3511543,0.01533366,0.002053962,0.131474,0.001376422,0.0377124],"study_design_scores_gemma":[0.0009089592,0.000160646,0.2213289,0.00009578843,0.00004702455,0.00001203598,0.599755,0.0006211129,0.1196925,0.008336214,0.0489271,0.0001148119],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815273,0.0002565602,0.01277082,0.004838145,0.00005112797,0.0004880953,0.000003291518,0.000002343383,0.00006231751],"genre_scores_gemma":[0.9958966,0.00004084316,0.003769568,0.0001553653,0.0000179014,0.00001793072,0.000004498737,0.000004776769,0.00009249656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486006,"threshold_uncertainty_score":0.2556447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395955748","doi":"10.18280/ijsdp.190417","title":"State Legal Policy for Planning Sustainable Development of Recreational Areas: Environmental Risk Assessment for Open Socio-Economic Systems","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental Sustainability and Technology","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":"Environmental planning; Recreation; Sustainable development; Business; State (computer science); Environmental policy; Environmental resource management; Natural resource economics; Economics; Political science; Geography; Computer science","authors":[{"name":"Jafar Ali Ahmad Hammouri","is_ca":false},{"name":"О. Melnyk","is_ca":false},{"name":"Iryna Dydiv","is_ca":false},{"name":"Oleksandr Yaremenko","is_ca":false},{"name":"Zinaida Zhyvko","is_ca":false},{"name":"Andrij Zaverbnyj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01184547040537363,"gpt":0.2900114388857221,"spread":0.2781659684803484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001868126,0.0002475882,0.0003490163,0.0003981105,0.0004323403,0.0003684848,0.0006354545,0.0001127187,0.00007653247],"category_scores_gemma":[0.0001655611,0.0002364745,0.00009212242,0.00009872049,0.0001653033,0.001170674,0.0006579699,0.000229026,0.000003192335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003749839,"about_ca_system_score_gemma":0.0009972652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873388,"about_ca_topic_score_gemma":0.000003229572,"domain_scores_codex":[0.997722,0.00004960804,0.00093792,0.0003640442,0.0004147768,0.000511682],"domain_scores_gemma":[0.9988118,0.0003333443,0.0005358525,0.00009606887,0.00007544261,0.000147433],"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":[0.003447428,0.001066598,0.5118247,0.002011071,0.004192267,0.002601071,0.05750715,0.1498671,0.001167868,0.118284,0.01020349,0.1378272],"study_design_scores_gemma":[0.003832609,0.0006055288,0.09941067,0.0006152389,0.0001207005,0.0002717872,0.2095044,0.007496866,0.002886619,0.03053785,0.6437342,0.0009835083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463637,0.0008014103,0.0499952,0.0005129966,0.0003000761,0.001101459,0.00005520039,0.00002126819,0.0008486677],"genre_scores_gemma":[0.9672878,0.00004806908,0.02801074,0.00004176133,0.0001360087,0.0001889469,0.00009727431,0.0000309586,0.004158475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335307,"threshold_uncertainty_score":0.9805698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897836297","doi":"10.21668/health.risk/2018.3.04.eng","title":"THE RF FEDERAL LAW “ON CHEMICAL SAFETY” AS A TOOL FOR MINIMIZING POPULATION HEALTH RISKS CAUSED BY DEALING WITH HAZARDOUS CHEMICAL WASTES","year":2018,"lang":"en","type":"article","venue":"Health Risk Analysis","topic":"Environmental Sustainability and Technology","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":"Hazardous waste; Legislation; Population; European union; Law; Convention; Hazardous air pollutants; Precautionary principle; Environmental science; Pollutant; Environmental planning; Environmental protection; Business; Waste management; Political science; Engineering; Environmental health; International trade; Chemistry","authors":[{"name":"M.V. Pushkareva","is_ca":false},{"name":"M. P. Shevyreva","is_ca":false},{"name":"N.N. Goncharuk","is_ca":false},{"name":"I.V. May","is_ca":false},{"name":"Alena M. Andrishunas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01003585063338723,"gpt":0.2863448807083969,"spread":0.2763090300750097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009411853,0.0002312055,0.0004368578,0.0000462201,0.001666324,0.00005119071,0.0002406482,0.000143696,0.0001098884],"category_scores_gemma":[0.0001012098,0.0001692925,0.0001639964,0.0004467985,0.0005892434,0.00008636474,0.0001074471,0.0002794195,0.00003374529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127256,"about_ca_system_score_gemma":0.00002712034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02453096,"about_ca_topic_score_gemma":0.005445824,"domain_scores_codex":[0.9975247,0.0001402487,0.0005634309,0.0006372561,0.0003877877,0.000746546],"domain_scores_gemma":[0.998621,0.0002814945,0.0003922924,0.0004834423,0.00001145367,0.0002103129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001830208,0.0006729376,0.8343497,0.0001173154,0.0008095009,0.000003912138,0.001629112,0.003966905,0.001475903,0.005860187,0.001616684,0.1476677],"study_design_scores_gemma":[0.01287581,0.01313987,0.6445426,0.0002608523,0.002517556,0.00005417911,0.008476857,0.09603326,0.04343048,0.03631254,0.1376715,0.004684501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868291,0.000142539,0.002917543,0.009114611,0.00002155919,0.0007086106,0.00003697996,0.0000853657,0.000143681],"genre_scores_gemma":[0.9948392,0.0001868423,0.002613822,0.002059103,0.00004818115,0.0000805195,0.00009665709,0.00002426902,0.00005138577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898071,"threshold_uncertainty_score":0.9996334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249810152","doi":"10.1016/s0969-6210(04)00137-7","title":"Canada","year":2004,"lang":"en","type":"article","venue":"Focus on Pigments","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Compounding; Pigment; Titanium dioxide; Engineering; Polymer science; Pulp and paper industry; Business; Materials science; Art; Chemical engineering; Composite material; Visual arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.002944786695921568,"gpt":0.174512059761812,"spread":0.1715672730658904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004077458,0.00008962167,0.00006666167,0.00001043453,0.00009120083,0.000004584224,0.0001796546,0.00004455798,0.001731564],"category_scores_gemma":[0.0000123023,0.00008338167,0.00001913979,0.00008681322,0.0001022739,0.00005023037,0.0001298606,0.00009439405,0.000716208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510302,"about_ca_system_score_gemma":0.00002931624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5708796,"about_ca_topic_score_gemma":0.4619497,"domain_scores_codex":[0.9991853,0.0000094004,0.00009202526,0.0002228693,0.0002482105,0.0002422581],"domain_scores_gemma":[0.9996648,0.000007560265,0.00002440723,0.0002321479,6.880115e-7,0.00007041715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019816,0.003017351,0.6380025,0.00003054322,0.0000943379,0.0008839964,0.0004345762,0.03052039,0.01041999,0.04530272,0.04763171,0.22346],"study_design_scores_gemma":[0.002233047,0.0006299701,0.5247,0.00001706267,0.00001335201,0.00001813533,0.0002199522,0.00001178823,0.08106659,0.1326969,0.2577668,0.0006264023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564059,0.000006907755,0.00007450434,0.003264674,0.00007602225,0.0001468458,0.000006425484,0.00003628052,0.03998242],"genre_scores_gemma":[0.9980718,0.000003107923,0.0001978475,0.000930357,0.000006899347,0.00001535373,0.000001981734,0.000007351868,0.0007652448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228336,"threshold_uncertainty_score":0.999181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048571437","doi":"10.5430/ijhe.v9n7p310","title":"Use of Cloud Technologies in the Process of Professional and Linguistic Training of Law Students for the Development of Academic Performance","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cloud computing; IBM; Process (computing); Test (biology); Psychology; Control (management); Specialty; Computer science; Mathematics education; Personality; Professional development; Pedagogy; Artificial intelligence; Social psychology","authors":[{"name":"Yurii S. Shemshuchenko","is_ca":false},{"name":"Elvira Gerasymova","is_ca":false},{"name":"Zorina Vykhovanets","is_ca":false},{"name":"Iurii Mosenkis","is_ca":false},{"name":"Оleksandr Strokal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03829884118353145,"gpt":0.3562205669185513,"spread":0.3179217257350198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096247,0.00004467139,0.00009731473,0.00003510194,0.00002143626,0.000002587948,0.0004596526,0.00004536211,0.00001775174],"category_scores_gemma":[0.0001545746,0.00002761994,0.00002082903,0.00007547787,0.0002988974,0.0001023294,0.0000884499,0.000139688,1.136193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005252617,"about_ca_system_score_gemma":0.00005470606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000082739,"about_ca_topic_score_gemma":0.00000313218,"domain_scores_codex":[0.9991142,0.00001863291,0.0004233094,0.00005984573,0.0003341865,0.00004988687],"domain_scores_gemma":[0.9992737,0.0001624028,0.0004555456,0.00004694498,0.00005313596,0.00000832357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002990029,0.0006594388,0.9034614,0.0001861771,0.00007477417,3.818736e-7,0.04226793,0.0009021583,0.009803047,0.005005758,0.00005024196,0.03728968],"study_design_scores_gemma":[0.0003641194,0.0001973902,0.94634,0.0001861649,0.00002041928,0.000005993994,0.01137876,0.00008738486,0.03384548,0.004801685,0.002718567,0.00005397996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974603,0.0001166108,0.00005779368,0.00201858,0.0001501754,0.0001564033,0.000002193329,0.000001491828,0.0000364501],"genre_scores_gemma":[0.9987604,0.00003081643,0.001100994,0.00005772303,0.00002070315,0.0000118056,9.208584e-7,0.000002392621,0.00001424214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04287864,"threshold_uncertainty_score":0.1126308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4304165655","doi":"10.1111/csp2.462","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Conservation Science and Practice","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, Irvine; U.S. Geological Survey; Fisheries and Oceans Canada; Universidade de São Paulo; Monash University; RMIT University; Michigan State University; National University of Singapore; University of South Africa; York University; University of Pretoria; University of Exeter; University of Otago; Universität Potsdam; Colorado State University; Deakin University; College of Engineering, Michigan State University; University of Tasmania; University of Oxford; Wildlife Conservation Society","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01358380250711646,"gpt":0.2840162956959712,"spread":0.2704324931888548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002391786,0.0001454408,0.0001302618,0.0001220735,0.0008488288,0.0001643981,0.000451911,0.0001297132,0.06303713],"category_scores_gemma":[0.002933674,0.0001498001,0.00001783748,0.0009587995,0.00165957,0.004598528,0.0009766938,0.0004019926,0.01891665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006629647,"about_ca_system_score_gemma":0.000157678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303809,"about_ca_topic_score_gemma":0.0000101804,"domain_scores_codex":[0.9981276,0.0001288441,0.0002592092,0.0003648276,0.0008582699,0.0002612777],"domain_scores_gemma":[0.9988016,0.0003967768,0.000312011,0.0003590951,0.00004753198,0.00008294846],"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":[0.00004578166,0.00005160505,0.0005624075,0.00003011067,0.000005120312,0.000002422966,0.000754722,0.0001186209,0.0003416743,0.0005146701,0.9429785,0.05459434],"study_design_scores_gemma":[0.0001005333,0.0000751499,0.001632919,0.000002721077,0.00001400258,0.00004243461,0.00180004,0.0001151923,0.00009276906,0.0001726149,0.9957765,0.0001751615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007825044,0.0001926541,0.000302739,0.04159522,0.001382186,0.0006254909,0.00003375491,0.0000484931,0.9479944],"genre_scores_gemma":[0.106206,0.008063338,0.01433815,0.2634976,0.000409288,0.001173437,0.000975463,0.00009733334,0.6052393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.342755,"threshold_uncertainty_score":0.9818472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150978","doi":"10.55365/1923.x2022.20.72","title":"Estimation of Transport and Functional Convenience of Assessment Areas During the Regulatory Monetary Valuation of Land Plots In Cities","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Valuation (finance); Normative; Land use; Economics; Agricultural land; Incentive; Natural resource economics; Business; Microeconomics; Ecology; Finance","authors":[{"name":"Іryna Kоshkalda","is_ca":false},{"name":"Liudmyla Bezuhla","is_ca":false},{"name":"Olena Trehub","is_ca":false},{"name":"Kseniia Bliumska-Danko","is_ca":false},{"name":"Liudmyla Bondarenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00897140664868618,"gpt":0.1943934239636143,"spread":0.1854220173149282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003457636,0.00003557255,0.0001487112,0.00001367271,0.00002631606,2.807064e-7,0.00004176526,0.00001236417,0.00004323491],"category_scores_gemma":[0.000005024868,0.00003227084,0.00001845495,0.00004117292,0.0002639452,0.00005513422,0.00005361678,0.000037429,4.200499e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487983,"about_ca_system_score_gemma":0.000009233355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009040075,"about_ca_topic_score_gemma":0.00002058964,"domain_scores_codex":[0.9995528,0.00002075326,0.0002559209,0.00008883378,0.00004409426,0.00003760176],"domain_scores_gemma":[0.9996817,0.00002258684,0.0001986792,0.00009119037,0.000001854083,0.000004036307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001949114,0.00007313181,0.8945459,0.001424226,0.00000613817,2.295456e-7,0.0001486581,0.08079596,0.0002259439,0.006916792,0.000001536197,0.01584198],"study_design_scores_gemma":[0.0001266373,0.00005071313,0.9908538,0.000101185,0.000007264747,0.000002321667,0.00006187119,0.005567706,0.0003191922,0.002783728,0.00009755593,0.00002800774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946252,0.004993232,0.00002885818,0.0001102333,0.000007620603,0.0001666122,0.00001494786,6.130311e-7,0.00005275527],"genre_scores_gemma":[0.9704809,0.02928095,0.0001966725,0.00001145443,5.976373e-7,0.00001660732,0.000003940979,0.000001448861,0.000007418311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0963079,"threshold_uncertainty_score":0.1315966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200394441","doi":"10.31734/architecture2021.22.197-203","title":"DETAILS OF DEFINING THE COEFFICIENT, WHICH CONSIDERS THE DISTANCE OF CADASTRAL QUARTER FROM THE SETTLEMENTS IN THE PROCESS OF CONDUCTING THE NORMATIVE EVALUATION OF NON-AGRICULTURAL LANDS OUTSIDE SETTLEMENTS","year":2021,"lang":"en","type":"article","venue":"Bulletin of Lviv National Environmental University Series Architecture and construction","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Human settlement; Cadastre; Normative; Quarter (Canadian coin); Agriculture; Settlement (finance); Process (computing); Geography; Archaeology; Business; Political science; Computer science; Cartography; Law; Finance","authors":[{"name":"Т. Сусак","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006126974659340182,"gpt":0.2005347239219345,"spread":0.1944077492625944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000566795,0.0001000174,0.0001356807,0.00001671019,0.0002166245,0.000005437074,0.0002480595,0.0000452096,0.0002323787],"category_scores_gemma":[0.0000749191,0.00005179602,0.00005020433,0.0001791438,0.001858612,0.00005997104,0.0001534144,0.0001727262,5.769488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009664147,"about_ca_system_score_gemma":0.00002915482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003525533,"about_ca_topic_score_gemma":0.0005452071,"domain_scores_codex":[0.9985287,0.000339922,0.0002768495,0.0001539542,0.000598948,0.0001016575],"domain_scores_gemma":[0.999067,0.00034367,0.0003955516,0.0001521354,0.00003180309,0.000009844071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004823848,0.000456021,0.8557107,0.0001112975,0.0003509551,0.000002356908,0.05064525,0.05851722,0.02008903,0.004614096,0.0003243384,0.008696355],"study_design_scores_gemma":[0.0009422589,0.0001127594,0.6656569,0.00003878499,0.0001451332,0.00003480717,0.3158481,0.0002516434,0.0145447,0.001669275,0.0006588197,0.00009683391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938876,0.00006438269,0.0001044795,0.004666801,0.00002223971,0.0003607983,0.0002800423,0.000001437658,0.000612231],"genre_scores_gemma":[0.9996413,0.00002055093,0.0002138044,0.00004873259,0.000004346335,0.000003934931,0.00005416608,0.000002266502,0.00001088515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652029,"threshold_uncertainty_score":0.6848133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409795026","doi":"10.61091/jcmcc127b-404","title":"Construction of a computational model for ecological environment change assessment based on coordination of multi – source remote sensing data","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Remote sensing; Computer science; Ecology; Environmental resource management; Environmental science; Geography; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02729710318924625,"gpt":0.2823430192173519,"spread":0.2550459160281056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365313,0.0001706129,0.0005018252,0.0001244942,0.0001526749,0.0000183651,0.0003221328,0.0001633585,0.000007970015],"category_scores_gemma":[0.0002960696,0.0001601815,0.00009758866,0.0001475356,0.0003407563,0.0001150929,0.0004186649,0.0002305499,2.349413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712494,"about_ca_system_score_gemma":0.00005268836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001475381,"about_ca_topic_score_gemma":5.703138e-7,"domain_scores_codex":[0.9981986,0.00008779626,0.0008635215,0.0002452497,0.0004289186,0.0001759004],"domain_scores_gemma":[0.9979083,0.0007007066,0.0009913091,0.0002807138,0.00006566333,0.00005329244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008200348,0.006419551,0.006118576,0.001354555,0.0002964164,0.000009134697,0.001203085,0.4138021,0.003138658,0.3971383,0.0001947437,0.1695048],"study_design_scores_gemma":[0.002520391,0.000483486,0.000738558,0.0001092966,0.00006420358,0.000004424338,0.0001490977,0.7486129,0.0002662209,0.2468886,0.00007122953,0.00009153898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.410532,0.0000131949,0.5878996,0.0002870763,0.0007255101,0.0004496393,0.000008190473,0.000009026332,0.00007581489],"genre_scores_gemma":[0.7762175,0.000004481782,0.2237025,0.00002312794,0.00003440427,7.340059e-7,0.000006011351,0.000008490018,0.000002778577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3656855,"threshold_uncertainty_score":0.653201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124751672","doi":"10.35595/2414-9179-2025-3-31-380-396","title":"Challenges in creating base maps for thematic maps: insights from cartography practicals with students in geographical specialties","year":2025,"lang":"","type":"article","venue":"InterCarto InterGIS","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Saint Petersburg State University; McMaster University","keywords":"Thematic map; Process (computing); Task (project management); Knowledge base; Geographic information system; Base (topology)","authors":[{"name":"Inessa Sidorina","is_ca":false},{"name":"Arina Rakova","is_ca":false},{"name":"Arseniy Siuziumov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01788962512051016,"gpt":0.2801675873143821,"spread":0.2622779621938719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006650723,0.0007091052,0.001058192,0.000954506,0.000176859,0.000170841,0.001266806,0.0005789745,0.0006772058],"category_scores_gemma":[0.0004721902,0.0006387079,0.0003243237,0.0009697585,0.001697232,0.0005860215,0.001322631,0.001068042,0.00005643526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082285,"about_ca_system_score_gemma":0.00003611577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811021,"about_ca_topic_score_gemma":0.05303572,"domain_scores_codex":[0.9949192,0.0004293537,0.001388185,0.001685576,0.0006162971,0.0009613985],"domain_scores_gemma":[0.9970702,0.001386601,0.0002983342,0.001054348,0.00002678388,0.000163757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002454819,0.006791031,0.8907037,0.0009425579,0.0006298773,0.0004299736,0.02292888,0.00033101,0.0008345156,0.01285663,0.0002114945,0.06088552],"study_design_scores_gemma":[0.009608535,0.004088489,0.5647722,0.009203118,0.0004623,0.00002930599,0.178338,0.00126697,0.009910614,0.2076138,0.01254539,0.002161177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801535,0.003454762,0.0003728455,0.003932157,0.0003410042,0.002379387,0.00009106639,0.00006210629,0.009213145],"genre_scores_gemma":[0.9956411,0.00167128,0.00128535,0.0003380109,0.00005028702,0.0007405019,0.00002111307,0.00004711294,0.000205265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259314,"threshold_uncertainty_score":0.9996064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290805457","doi":"10.34020/2073-6495-2022-2-120-144","title":"Solving problems of garbage and waste disposal as a criterion of public administration efficiency","year":2022,"lang":"en","type":"article","venue":"Vestnik NSUEM","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Garbage; Reuse; Context (archaeology); Incentive; Business; Legislature; Environmental planning; Population; Engineering; Environmental resource management; Political science; Geography; Waste management; Economics; Sociology","authors":[{"name":"М. N. Kulapov","is_ca":false},{"name":"P. Sergeev","is_ca":false},{"name":"P. A. Karasev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007449478538386543,"gpt":0.2128020283124699,"spread":0.2053525497740833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003295431,0.00008185612,0.0001203797,0.00004543629,0.0001408051,0.000008298159,0.0001742548,0.00003955698,0.0008033186],"category_scores_gemma":[0.00005336105,0.00008429951,0.0000285561,0.0002099305,0.0004437085,0.0001449085,0.0004851847,0.0001147114,0.000005019462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082917,"about_ca_system_score_gemma":0.00001402263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101568,"about_ca_topic_score_gemma":0.00003563822,"domain_scores_codex":[0.9990335,0.00007230129,0.0002300718,0.0002326473,0.0002482781,0.0001832365],"domain_scores_gemma":[0.9995987,0.00003016103,0.0001204466,0.000201658,0.000002767357,0.00004629624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009474963,0.001909418,0.5153248,0.0003159849,0.00002009329,0.0000300741,0.00327332,0.001513395,0.4326909,0.01339516,0.00008110297,0.03135095],"study_design_scores_gemma":[0.003226873,0.01483375,0.7220294,0.00009091737,0.0001070763,0.0003917783,0.02395866,0.01444322,0.1614575,0.03409353,0.02393654,0.001430795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997457,0.0000928845,0.0001418278,0.0004970909,0.00002971983,0.0002357062,0.000008455887,0.00002135286,0.001515961],"genre_scores_gemma":[0.9995597,0.00001471133,0.0002337488,0.00002314178,0.000003538142,0.00003322096,0.000006764094,0.000007172506,0.0001179973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2712335,"threshold_uncertainty_score":0.8795776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323342185","doi":"10.15826/vestnik.2023.22.1.005","title":"Correlation Assessment of Environmental and Energy Features of Wastewater Treatment Plants Towards Circular Economy","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Economic Research","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Russian Science Foundation","keywords":"Sewage treatment; Wastewater; Environmental economics; Quality (philosophy); Sustainability; Circular economy; Investment (military); Energy consumption; Work (physics); Environmental science; Business; Environmental resource management; Operations management; Environmental engineering; Engineering; Economics; Ecology","authors":[{"name":"A.V. Kiselev","is_ca":true},{"name":"Elena Magaril","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01853314816589951,"gpt":0.2863311029017203,"spread":0.2677979547358207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008166864,0.000111755,0.0003008163,0.0002116581,0.00007064522,0.00001133136,0.000209179,0.0001108998,0.0007474458],"category_scores_gemma":[0.000003566559,0.00009542731,0.0000737492,0.00005690149,0.0005511247,0.0001296765,0.000265837,0.0001744052,0.00002990169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011502,"about_ca_system_score_gemma":0.00003841794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273785,"about_ca_topic_score_gemma":0.00001426056,"domain_scores_codex":[0.9987972,0.00005616591,0.0004651627,0.0002122653,0.000209188,0.0002599577],"domain_scores_gemma":[0.9993532,0.00009987051,0.0002447603,0.000211959,0.000002571662,0.00008766421],"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":[0.0008919617,0.001234553,0.329117,0.000183435,0.0006829799,0.0001057706,0.003481696,0.06182617,0.2590612,0.01170975,0.001848422,0.3298571],"study_design_scores_gemma":[0.00247811,0.00173389,0.829627,0.0000185187,0.00003824713,0.0000886194,0.005857775,0.003130701,0.1076371,0.03121752,0.01789003,0.0002825095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897732,0.00004996261,0.00001792022,0.0001790518,0.00003469068,0.0001292324,0.00001423559,0.000004398603,0.009797284],"genre_scores_gemma":[0.998833,0.0006802009,0.0001875881,0.00000616276,0.00002164586,0.00001380091,0.000007606258,0.00001112885,0.0002388524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50051,"threshold_uncertainty_score":0.8184007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251825700","doi":"10.1016/s0306-3747(18)30028-9","title":"Lanxess records 25% sales increase in the third quarter of 2017","year":2018,"lang":"en","type":"article","venue":"Additives for Polymers","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Agricultural economics; Earnings before interest, taxes, depreciation, and amortization; Net income; Business; Finance; Geography; Economics; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007162308371932529,"gpt":0.2355826377396873,"spread":0.2284203293677548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002301631,0.00009694618,0.0001157198,0.00003425858,0.00009304414,0.00000542545,0.0003200942,0.00007592989,0.001285775],"category_scores_gemma":[0.00007090766,0.00007218446,0.00005842823,0.0001258262,0.001348229,0.0001322808,0.00009250515,0.00008244305,0.00009721806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006276287,"about_ca_system_score_gemma":0.000005947363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103111,"about_ca_topic_score_gemma":0.001043919,"domain_scores_codex":[0.9991988,0.00006837962,0.0001558256,0.0002145091,0.0001198307,0.0002426309],"domain_scores_gemma":[0.9994368,0.0001885956,0.00007162452,0.0002697764,0.000002669702,0.00003052276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009056277,0.001923118,0.7020581,0.0001150072,0.000117636,0.00004484768,0.02097114,0.00001058756,0.01398956,0.01873985,0.1233767,0.1177479],"study_design_scores_gemma":[0.00114204,0.001439327,0.8627687,0.00002806849,0.00003344762,0.00001856737,0.02181462,0.00008974956,0.01883934,0.01326711,0.08018185,0.0003771897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650632,0.00004161844,0.00006985544,0.000947209,0.00005800547,0.0003256807,0.00008895503,0.00001718379,0.03338825],"genre_scores_gemma":[0.998913,0.00001440727,0.0002101957,0.0003102679,0.00003175885,0.0000697716,0.00002608006,0.000006305218,0.0004182076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607106,"threshold_uncertainty_score":0.9996272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912803009","doi":"10.33002/nr2581.6853.01023","title":"Environmental Risk for the Freshwater Ecosystem of the Yenisei River with Consequences for Human Health Risks","year":2018,"lang":"en","type":"article","venue":"Grassroots Journal of Natural Resources","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Environmental science; Population; Freshwater ecosystem; Aquatic ecosystem; Freshwater fish; Water quality; Environmental chemistry; Toxicology; Ecosystem; Fish <Actinopterygii>; Fishery; Ecology; Biology; Environmental health; Chemistry","authors":[{"name":"Serhii Lydia Bondareva","is_ca":false},{"name":"Н А Федорова","is_ca":false},{"name":"Hasrat Arjjumend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012773258210335,"gpt":0.2538655932664529,"spread":0.2410923350561179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008661479,0.0001720062,0.0002758589,0.0000383581,0.0008223369,0.00002142451,0.0007683038,0.00008581083,0.0001019635],"category_scores_gemma":[0.00008438474,0.00007834785,0.0002191788,0.0001021257,0.002758439,0.0001300135,0.0001758718,0.0003121977,0.000003685862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277736,"about_ca_system_score_gemma":0.00001680011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000386375,"about_ca_topic_score_gemma":0.004327582,"domain_scores_codex":[0.9983981,0.000157041,0.0004699697,0.0002103016,0.0004171241,0.0003474249],"domain_scores_gemma":[0.9983585,0.0003118136,0.0009456464,0.0002987357,0.00001643946,0.00006887894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041259,0.000297374,0.9394128,0.00008875897,0.0003405215,0.000005341861,0.004033144,0.000722112,0.01280117,0.0003226091,0.002706362,0.03822855],"study_design_scores_gemma":[0.002254679,0.003916899,0.8160103,0.00009853474,0.0002061114,0.0001732606,0.003912278,0.0002349577,0.02286145,0.01135759,0.1386728,0.0003010991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959323,0.000628266,0.0003714493,0.001990751,0.0001438413,0.0007626267,0.0001373866,0.000007287555,0.00002609565],"genre_scores_gemma":[0.9983803,0.00004979507,0.001177719,0.0001433294,0.00009818912,0.00001921126,0.000001246818,0.00001455511,0.0001156692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359665,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384569954","doi":"10.26516/2073-3402.2023.44.18","title":"Analysis of Approaches to Determining the Atmosphere Pollution Level of Settlements","year":2023,"lang":"en","type":"article","venue":"The Bulletin of Irkutsk State University Series Earth Sciences","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pollution; Environmental science; Human settlement; Index (typography); Pollutant; Air pollution; Population; Russian federation; Geography; Atmosphere (unit); Physical geography; Meteorology; Statistics; Environmental protection; Mathematics; Regional science; Demography; Computer science; Chemistry","authors":[{"name":"Anastasia Akhtimankina","is_ca":false},{"name":"V. M. Eroshkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05993382869716597,"gpt":0.2086932051698573,"spread":0.1487593764726913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006878173,0.00007874845,0.0001637586,0.00004983448,0.0003050156,0.000005609967,0.000659928,0.0000269673,0.0005575438],"category_scores_gemma":[0.00004349565,0.00005330864,0.00007804994,0.001673777,0.002260024,0.0000679303,0.0006343958,0.00005332755,0.00002156623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002945936,"about_ca_system_score_gemma":0.00001141965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311859,"about_ca_topic_score_gemma":0.001079382,"domain_scores_codex":[0.9990109,0.00009701202,0.0001613819,0.0002032323,0.0003276478,0.0001998531],"domain_scores_gemma":[0.9994743,0.00008260642,0.0001606914,0.0002460942,0.000008315174,0.00002802928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343921,0.000118323,0.750646,0.00003073612,0.0001984293,0.000002930206,0.006583892,0.226732,0.0009678654,0.001468335,0.0008881725,0.01222888],"study_design_scores_gemma":[0.0001147024,0.0002564164,0.9635078,0.000005777084,0.00009045396,3.291471e-7,0.02050977,0.0005161159,0.003788237,0.0002406252,0.01088781,0.00008191117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931881,0.000003409547,0.0001003015,0.004892416,0.00001405445,0.0001733356,0.0000840432,0.00001378432,0.001530508],"genre_scores_gemma":[0.9973802,0.00001990008,0.0006146257,0.00003541523,0.000001015716,5.400131e-7,0.000003004895,0.000002041201,0.001943239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262159,"threshold_uncertainty_score":0.8327155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408568474","doi":"10.61091/jcmcc124-38","title":"Construction of an environmental legal guarantee system based on the analysis of the current situation of rural ecological protection by GIS and big data technology","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Current (fluid); Big data; Business; Environmental resource management; Environmental planning; Geography; Computer science; Environmental science; Data mining; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009140562196797037,"gpt":0.222629355802072,"spread":0.213488793605275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123755,0.0001404061,0.000476846,0.0001665346,0.0001798639,0.00001740724,0.0004897401,0.0001398166,0.000005614396],"category_scores_gemma":[0.0002233248,0.00009158756,0.00009291255,0.0005859302,0.0007980087,0.00009473916,0.0004775337,0.0003384253,8.337923e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594103,"about_ca_system_score_gemma":0.00002663215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003061963,"about_ca_topic_score_gemma":0.000002171218,"domain_scores_codex":[0.998344,0.0001881617,0.0007802615,0.0001610342,0.0004007091,0.0001258227],"domain_scores_gemma":[0.9981859,0.0002629975,0.001081799,0.0004185743,0.00002675568,0.00002391255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007581603,0.007045307,0.05677988,0.0008657374,0.001062768,0.000003906755,0.0009220964,0.003437455,0.04521456,0.6982717,0.00006072629,0.1855777],"study_design_scores_gemma":[0.008687535,0.004900609,0.06606168,0.001087353,0.003361011,0.00006539904,0.0123646,0.3971456,0.05696858,0.4481609,0.0005269326,0.0006698418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962701,0.00005491687,0.001762242,0.0002443279,0.001235393,0.0003691528,0.00001630934,0.000007295655,0.00004024721],"genre_scores_gemma":[0.9996721,0.00001373643,0.0002715201,0.000003847868,0.00002795654,0.000002542434,0.000003048526,0.000004727163,5.487809e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3937081,"threshold_uncertainty_score":0.3734832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403165393","doi":"10.61091/jcmcc122-24","title":"The Legal System of Natural Ecological Protection and Restoration in Newly Built Areas Based on the Multi-Dimensional Character-Istics of the Ecosystem","year":2024,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Character (mathematics); Natural (archaeology); Ecosystem; Ecology; Geography; Environmental science; Environmental resource management; Biology; Archaeology","authors":[{"name":"Wenyue Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00907757464060539,"gpt":0.216685955081419,"spread":0.2076083804408136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968446,0.000143185,0.000293806,0.00004933799,0.0002669502,0.00006953223,0.0002820264,0.0001243446,0.000002713714],"category_scores_gemma":[0.0005963254,0.00007343147,0.00009082597,0.0002333754,0.0002834738,0.00008308994,0.0002377398,0.0005311688,5.765222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844524,"about_ca_system_score_gemma":0.00004504082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000314678,"about_ca_topic_score_gemma":0.00001095415,"domain_scores_codex":[0.9982588,0.0002594202,0.0007173695,0.0001332024,0.0004736471,0.0001575859],"domain_scores_gemma":[0.9980772,0.001096775,0.0005561232,0.0001906676,0.00004393712,0.00003531539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003547619,0.001061118,0.005252092,0.0007763331,0.00006987223,0.00002830347,0.0008317812,0.002815912,0.005250058,0.9808729,0.0000595444,0.002627268],"study_design_scores_gemma":[0.004403286,0.002277419,0.04060385,0.002063357,0.0001439699,0.0002246652,0.002052103,0.7753821,0.005112854,0.1661334,0.001204345,0.000398662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950233,0.0000742163,0.0002453264,0.0006210714,0.003496148,0.0004732945,0.000001846343,0.00001028586,0.00005451514],"genre_scores_gemma":[0.9996327,0.000003924001,0.0002348258,0.0000079334,0.0001034601,0.000004679732,1.854162e-7,0.000008912158,0.000003412837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8147396,"threshold_uncertainty_score":0.2994449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244278318","doi":"10.1111/cobi.13350","title":"Issue Information ‐ TOC","year":2020,"lang":"en","type":"paratext","venue":"Conservation Biology","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008297412785340632,"gpt":0.2289718750916714,"spread":0.2206744623063308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001014167,0.000222636,0.0002701647,0.00005135681,0.0001079589,0.00001867205,0.0003559961,0.00069965,0.06914607],"category_scores_gemma":[0.0001327869,0.0002202167,0.00006303016,0.0002224093,0.0005404638,0.0002637009,0.0004395435,0.0003620735,0.1739839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046732,"about_ca_system_score_gemma":0.00002623845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004790418,"about_ca_topic_score_gemma":0.0000386448,"domain_scores_codex":[0.9988425,0.00008991869,0.0003784818,0.0003277084,0.00009775462,0.0002636615],"domain_scores_gemma":[0.9993156,0.0000578009,0.000235372,0.0003114104,0.000008954651,0.00007084668],"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":[0.00002187699,0.00002149722,0.007232532,0.00003947763,0.00001372668,7.872887e-7,0.0001165039,0.00004298972,0.0004498533,0.0005675615,0.975325,0.01616812],"study_design_scores_gemma":[0.0001816653,0.0001328508,0.002995413,0.000004446871,0.000009110724,0.000002880414,0.0000703164,0.00009964821,0.0003765759,0.001208,0.994697,0.0002220306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03468995,0.0004535442,0.009791889,0.09766576,0.005448169,0.002574487,0.0004863989,0.0004148768,0.8484749],"genre_scores_gemma":[0.3245659,0.0028928,0.008378318,0.1954916,0.001562859,0.001492351,0.02914006,0.0001912565,0.4362848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4121901,"threshold_uncertainty_score":0.9317049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313650595","doi":"10.1111/csp2.12711","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Conservation Science and Practice","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, Irvine; U.S. Geological Survey; Fisheries and Oceans Canada; Universidade de São Paulo; Monash University; RMIT University; Michigan State University; National University of Singapore; University of South Africa; York University; University of Pretoria; University of Exeter; University of Otago; Universität Potsdam; Colorado State University; Deakin University; College of Engineering, Michigan State University; University of Tasmania; University of Oxford; Wildlife Conservation Society","keywords":"Citation; Computer science; Information retrieval; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871466627073915,"gpt":0.2998466706308727,"spread":0.2811320043601336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002306809,0.0001503557,0.0001354407,0.0001416922,0.0004939609,0.0001993416,0.0003802404,0.000207339,0.005700107],"category_scores_gemma":[0.004955723,0.0001471411,0.00001728048,0.001223868,0.001893591,0.004513056,0.0006170979,0.0002928547,0.100944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780226,"about_ca_system_score_gemma":0.0001271124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010237,"about_ca_topic_score_gemma":0.00002760823,"domain_scores_codex":[0.9982895,0.00007962715,0.0002673181,0.0003620003,0.0007133284,0.0002882228],"domain_scores_gemma":[0.998689,0.0005328774,0.0002719084,0.0003444657,0.0000701535,0.00009162617],"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":[0.0000209918,0.00001974146,0.000270228,0.00003076407,0.000003951821,0.000001864055,0.0004471415,0.00004709397,0.0002861147,0.0002708274,0.9640679,0.03453335],"study_design_scores_gemma":[0.00008979517,0.00004708893,0.003728485,0.000008819656,0.0000134638,0.00002003123,0.001200182,0.0001841983,0.0001503744,0.0003013277,0.9940853,0.0001709455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01036289,0.0001129252,0.0005512455,0.0675265,0.002159482,0.000770252,0.00003370693,0.0001411976,0.9183418],"genre_scores_gemma":[0.06063574,0.008753875,0.01006984,0.1240736,0.000503372,0.0005722725,0.0005946996,0.0001107499,0.7946858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.123656,"threshold_uncertainty_score":0.9952088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210911475","doi":"10.15862/01ecor221","title":"Analysis of territorial waste management schemes of the most populated regions of the Russian Federation","year":2021,"lang":"en","type":"article","venue":"Russian journal of resources conservation and recycling","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Russian federation; Business; Transparency (behavior); Environmental planning; Regional science; Political science; Geography; Economic policy; Law","authors":[{"name":"Irina Rubleva","is_ca":true},{"name":"Igor Lopin","is_ca":true},{"name":"Alexey Gorelov","is_ca":false},{"name":"Alexander Kanunnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00629954290102453,"gpt":0.2072557107656883,"spread":0.2009561678646637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054231,0.00007253906,0.0002193492,0.00007768339,0.000165035,0.00001269018,0.0001890004,0.00007524633,0.00005556351],"category_scores_gemma":[0.00006407472,0.00004454486,0.0001627002,0.0007273547,0.0003466415,0.00008159748,0.0001605385,0.0001376626,9.600611e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000524731,"about_ca_system_score_gemma":0.00001232358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062341,"about_ca_topic_score_gemma":0.0001724671,"domain_scores_codex":[0.9988188,0.0001550935,0.0005526748,0.0001086584,0.0002801866,0.0000845562],"domain_scores_gemma":[0.9989677,0.00004655772,0.0007249738,0.0002202902,0.00001177704,0.00002870945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005296112,0.0001192191,0.9755369,0.00005253113,0.0003736008,0.00000367051,0.0009629031,0.003883726,0.01127193,0.004363345,0.00002979881,0.003349422],"study_design_scores_gemma":[0.0005910159,0.0000605768,0.9547356,0.0001865042,0.0005900976,0.0000152558,0.003745937,0.001981192,0.03163121,0.001882565,0.004489372,0.0000906834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932021,0.0001130082,0.0002104632,0.005745018,0.0001178012,0.00008955366,0.000002897559,0.000002365951,0.000516757],"genre_scores_gemma":[0.9990417,0.00008399058,0.0006091711,0.00007271737,0.00001960258,7.215841e-7,0.000001592369,0.000003825145,0.0001666525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208013,"threshold_uncertainty_score":0.1816487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116218507","doi":"10.5430/ijfr.v12n1p71","title":"Financial Tips on the Need to Identify Active Degassing Structures When Planning Territory Development Using the Functional Zoning Method","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Kazan Federal University","keywords":"Zoning; Distribution (mathematics); Geography; Business; Environmental planning; Environmental resource management; Political science; Environmental science; Law","authors":[{"name":"Arina Vyacheslavovna Rudenko","is_ca":false},{"name":"В В Шаймарданова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1211507615703744,"gpt":0.4086542309927266,"spread":0.2875034694223522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668079,0.0001259795,0.0001382852,0.0001323004,0.0006189262,0.000111946,0.0009853531,0.00009561846,0.0004705865],"category_scores_gemma":[0.002481081,0.00008233931,0.00008521496,0.0002404617,0.0002945194,0.0002284344,0.0006858931,0.001081823,0.00003527399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139953,"about_ca_system_score_gemma":0.0002525092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009377515,"about_ca_topic_score_gemma":0.00002667192,"domain_scores_codex":[0.9971552,0.0002910367,0.0003686822,0.0002368025,0.001620778,0.0003275147],"domain_scores_gemma":[0.9990086,0.0005060272,0.0001697778,0.0001162538,0.00009971057,0.00009963744],"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":[0.004109059,0.0003288394,0.05092968,0.00001780259,0.0002009976,0.000654545,0.02632566,0.07659823,0.1350038,0.01236428,0.03134918,0.662118],"study_design_scores_gemma":[0.0005506813,0.0003653703,0.8367505,0.0001011267,0.00001215761,0.0001233477,0.001891769,0.0009052336,0.03859594,0.01598528,0.1044899,0.0002286111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529676,0.00002368063,0.03054137,0.01550105,0.0003726091,0.0001972368,0.000003801272,0.000007470473,0.0003851989],"genre_scores_gemma":[0.9899118,0.000001766184,0.007728362,0.001728724,0.0005600606,0.000009652659,0.000001147535,0.00001085051,0.00004763941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7858208,"threshold_uncertainty_score":0.5152592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413950641","doi":"10.55186/2413046x_2025_10_8_203","title":"THE CURRENT STATE OF ASSESSMENT ZONING OF TERRITORIES: RUSSIAN AND FOREIGN EXPERIENCE","year":2025,"lang":"en","type":"article","venue":"Moscow Economic Journal","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Zoning; Current (fluid); State (computer science); Political science; Environmental planning; Geography; Geology; Computer science; Law; Oceanography","authors":[{"name":"Yanina Zaitseva","is_ca":false},{"name":"Y Y Savchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003737968345268206,"gpt":0.2510096124065924,"spread":0.2472716440613242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367099,0.00007484165,0.0001299926,0.00002543303,0.0001998145,0.00002383066,0.0002354329,0.00001936997,0.00007591772],"category_scores_gemma":[0.0000144352,0.00005607428,0.00003510244,0.00003797204,0.0006989377,0.0001421689,0.0002458006,0.0001872246,0.000001444486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669519,"about_ca_system_score_gemma":0.00003134741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009212182,"about_ca_topic_score_gemma":0.0000974925,"domain_scores_codex":[0.999258,0.00003468138,0.0003407525,0.0001301565,0.00006542921,0.0001709391],"domain_scores_gemma":[0.9995506,0.00006062223,0.0001868443,0.000162253,0.000001692808,0.00003798453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001829529,0.00004840607,0.6525189,0.0000154976,0.00001911175,0.000001230411,0.000524622,0.0008992715,0.0006327429,0.006858307,0.00005612937,0.3384075],"study_design_scores_gemma":[0.0004738969,0.0001833606,0.8560945,0.00004977134,0.00001417206,0.00001622482,0.002003898,0.001535527,0.005783714,0.113132,0.02057924,0.0001337269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948233,0.0002703952,0.001159217,0.0003329103,0.0001915684,0.00009786373,0.000003636629,0.000004043193,0.003117058],"genre_scores_gemma":[0.9989195,0.0004010246,0.0005655181,0.00001044854,0.000008919385,0.000007887744,2.468431e-7,0.000003086988,0.00008337736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3382738,"threshold_uncertainty_score":0.2575265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7109210985","doi":"10.55186/2413046x_2025_10_12_278","title":"INVESTIGATION OF THE EFFECTIVENESS OF COMPLEX CADASTRAL WORKS FOR THE PURPOSES OF TERRITORIAL ADMINISTRATION: ON THE EXAMPLE OF THE VILLAGE OF ILYINSKOYE, KATAYSKY MUNICIPAL DISTRICT","year":2025,"lang":"en","type":"article","venue":"Moscow Economic Journal","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cadastre; Urban district; Real estate; Estate; Work (physics); State (computer science); Quarter (Canadian coin); Local government","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01901072114076535,"gpt":0.2342101902738818,"spread":0.2151994691331165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009761869,0.00009466024,0.0002156195,0.00001988665,0.0001670011,0.000008022042,0.0007069344,0.00007500365,0.00008389532],"category_scores_gemma":[0.0001315833,0.00004879643,0.0001577334,0.0001108028,0.001453086,0.00007321936,0.0002117436,0.0001822002,2.272309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038498,"about_ca_system_score_gemma":0.00006642116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039355,"about_ca_topic_score_gemma":0.0005100158,"domain_scores_codex":[0.9988678,0.0002788341,0.0004855354,0.0001191443,0.0001268923,0.0001217653],"domain_scores_gemma":[0.9980544,0.0009410417,0.000554804,0.0004234711,0.000009585829,0.00001667498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009957366,0.00029935,0.8378825,0.0002522345,0.0002347676,2.928584e-7,0.000942709,0.02679873,0.09717043,0.02980763,0.0003525322,0.005263058],"study_design_scores_gemma":[0.0005282924,0.0002655597,0.7873824,0.00009528772,0.00005001717,0.000003367857,0.0007924753,0.0004700435,0.2006796,0.009196955,0.0004889435,0.00004705726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979541,0.00002619171,0.0001858341,0.0006127072,0.0003229351,0.0005880191,0.00006077455,0.000001598976,0.0002478964],"genre_scores_gemma":[0.9998443,0.00001148809,0.00005571967,0.00001732471,0.00002992654,0.00001786123,0.000001909513,0.000004399939,0.0000170884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035091,"threshold_uncertainty_score":0.5353956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388524947","doi":"10.1108/978-1-80382-701-820231081","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); License; Commonwealth; Emerald; Publishing; Library science; Political science; Subject (documents); Management; Humanities; Law; Philosophy; Economics; Chemistry; Computer science; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006360040434431544,"gpt":0.2244467304623017,"spread":0.2180866900278701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009578786,0.0002073124,0.0002025674,0.0000470942,0.00008172446,0.00001322129,0.0004195944,0.0005230832,0.293886],"category_scores_gemma":[0.00001769976,0.0001876727,0.00008103633,0.0002614114,0.0004330332,0.00005508899,0.0009825521,0.0003906311,0.659799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350073,"about_ca_system_score_gemma":0.000006840983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042488,"about_ca_topic_score_gemma":0.0002605321,"domain_scores_codex":[0.9987139,0.00002435919,0.0001755558,0.0004831028,0.0002385099,0.000364532],"domain_scores_gemma":[0.9993767,0.00003349785,0.00005500587,0.0004675513,8.962712e-7,0.00006635917],"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":[0.000002356359,0.00003086898,0.001662491,0.00001370736,0.000007750044,0.000009865746,0.00001172388,0.0003563265,0.0000271527,0.00005322019,0.9912748,0.006549769],"study_design_scores_gemma":[0.0000759072,0.00003366885,0.00583312,0.000004418759,0.000004878793,0.000002844123,0.0000634285,0.00003842742,0.0001622102,0.001590394,0.9919503,0.0002403562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005216249,0.00003433375,0.0002939423,0.0006818934,0.0006987151,0.0002617238,0.00001592865,0.0001951322,0.9926021],"genre_scores_gemma":[0.03345641,0.0001667703,0.00008915149,0.0003145004,0.00005137204,0.00005786484,0.00006598658,0.00004423466,0.9657537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3659129,"threshold_uncertainty_score":0.7653071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996010947","doi":"10.33833/tig.2019.14.76.005","title":"ЗЕМЕЛЬНЫЕ РЕСУРСЫ ПРИБРЕЖНЫХ РАЙОНОВ ТИХООКЕАНСКОЙ РОССИИ (ТР): МЕЛКОМАСШТАБНАЯ ТИПОЛОГИЯ","year":2019,"lang":"ru","type":"article","venue":"","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Land cover; Land use; Environmental resource management; Geography; Natural resource; State of the Environment; China; Scale (ratio); Environmental protection; Environmental planning; Environmental science; Cartography; Political science; Ecology","authors":[{"name":"В.П. Каракин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001949649721008584,"gpt":0.1736142937720492,"spread":0.1716646440510406,"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":[0.0008674213,0.001039147,0.0009972058,0.0002089388,0.0004848507,0.0001596621,0.001870545,0.001180751,0.2222675],"category_scores_gemma":[0.0001162931,0.001010113,0.000517097,0.0009053805,0.002037386,0.0009411557,0.002439463,0.001288853,0.09272252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905517,"about_ca_system_score_gemma":0.00007598853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979077,"about_ca_topic_score_gemma":0.0005243515,"domain_scores_codex":[0.9928817,0.0002760464,0.001124541,0.002303014,0.001210446,0.002204234],"domain_scores_gemma":[0.9961649,0.0002550326,0.0003568254,0.002602686,0.00001914032,0.0006014187],"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":[0.0003318458,0.003326595,0.8240412,0.0005226189,0.0003174054,0.0002728674,0.001207249,0.003464777,0.02300962,0.02088995,0.01475287,0.107863],"study_design_scores_gemma":[0.005151053,0.003100049,0.3270818,0.0001758818,0.0003308717,0.0002244123,0.009186783,0.002984593,0.03752187,0.02620084,0.5835428,0.004499095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263349,0.0007791125,0.0003208683,0.004829647,0.001075504,0.001982425,0.00005812811,0.0004735694,0.1641459],"genre_scores_gemma":[0.9027939,0.0005078858,0.001274495,0.001838907,0.0001273876,0.00006698611,0.00003507806,0.000116025,0.09323932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687899,"threshold_uncertainty_score":0.9992349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241880919","doi":"10.35735/tig.2019.14.76.005","title":"ЗЕМЕЛЬНЫЕ РЕСУРСЫ ПРИБРЕЖНЫХ РАЙОНОВ ТИХООКЕАНСКОЙ РОССИИ (ТР): МЕЛКОМАСШТАБНАЯ ТИПОЛОГИЯ","year":2019,"lang":"ru","type":"article","venue":"","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Land cover; Land use; Environmental resource management; Geography; Natural resource; China; State of the Environment; Scale (ratio); Environmental protection; Environmental planning; Environmental science; Political science; Cartography; Ecology","authors":[{"name":"V.P. Karakin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001949649721008584,"gpt":0.1736142937720492,"spread":0.1716646440510406,"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":[0.0008674213,0.001039147,0.0009972058,0.0002089388,0.0004848507,0.0001596621,0.001870545,0.001180751,0.2222675],"category_scores_gemma":[0.0001162931,0.001010113,0.000517097,0.0009053805,0.002037386,0.0009411557,0.002439463,0.001288853,0.09272252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905517,"about_ca_system_score_gemma":0.00007598853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979077,"about_ca_topic_score_gemma":0.0005243515,"domain_scores_codex":[0.9928817,0.0002760464,0.001124541,0.002303014,0.001210446,0.002204234],"domain_scores_gemma":[0.9961649,0.0002550326,0.0003568254,0.002602686,0.00001914032,0.0006014187],"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":[0.0003318458,0.003326595,0.8240412,0.0005226189,0.0003174054,0.0002728674,0.001207249,0.003464777,0.02300962,0.02088995,0.01475287,0.107863],"study_design_scores_gemma":[0.005151053,0.003100049,0.3270818,0.0001758818,0.0003308717,0.0002244123,0.009186783,0.002984593,0.03752187,0.02620084,0.5835428,0.004499095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263349,0.0007791125,0.0003208683,0.004829647,0.001075504,0.001982425,0.00005812811,0.0004735694,0.1641459],"genre_scores_gemma":[0.9027939,0.0005078858,0.001274495,0.001838907,0.0001273876,0.00006698611,0.00003507806,0.000116025,0.09323932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687899,"threshold_uncertainty_score":0.9992349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166325676","doi":"","title":"Environmental Risk for the Freshwater Ecosystem of the Yenisei River with Consequences for Human Health Risks","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental science; Population; Freshwater ecosystem; Water quality; Freshwater fish; Environmental chemistry; Aquatic ecosystem; Toxicology; Fishery; Fish <Actinopterygii>; Ecosystem; Ecology; Biology; Environmental health; Chemistry","authors":[{"name":"Olena Budnyk","is_ca":false},{"name":"Н А Федорова","is_ca":false},{"name":"Hasrat Arjjumend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008735118188934,"gpt":0.2404103130610383,"spread":0.2316751948721043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001567633,0.000158703,0.0001797954,0.00001967348,0.001360115,0.00001563071,0.0006138062,0.00007553422,0.0001549088],"category_scores_gemma":[0.00002292508,0.00008076928,0.000142968,0.00007183622,0.00210918,0.0001002103,0.0001339609,0.0005832055,0.00001246635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447285,"about_ca_system_score_gemma":0.0001465907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009289486,"about_ca_topic_score_gemma":0.04307046,"domain_scores_codex":[0.9977913,0.0001310907,0.0003004105,0.0002555457,0.0002455847,0.001276024],"domain_scores_gemma":[0.9991034,0.0001090946,0.000399027,0.0003330103,0.000005697801,0.00004981659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007252219,0.0005858815,0.8728407,0.00005592554,0.0006778982,0.000001245956,0.002857191,0.0009427048,0.006548613,0.04191566,0.0008558353,0.07199314],"study_design_scores_gemma":[0.004150514,0.009922247,0.1686863,0.00004780604,0.0003052564,0.0004978844,0.01434656,0.0005481502,0.01665025,0.7112554,0.07297905,0.0006106653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882215,0.0003164877,0.007999837,0.002120207,0.00007235855,0.001093871,0.0001140596,0.00001213987,0.00004951155],"genre_scores_gemma":[0.9987025,0.0003115211,0.0003961384,0.0001302247,0.00007638639,0.00007108189,0.000002075832,0.00001872895,0.0002913408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7041544,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367017655","doi":"10.1021/cen-09919-buscon2","title":"Beleaguered SPAC firms update investors","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Revenue; Business; Earnings; Production (economics); Finance; Point (geometry); Value (mathematics); Commerce; Agricultural economics; Economics","authors":[{"name":"Melody Bomgardner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002839952287097124,"gpt":0.2061616120995123,"spread":0.2033216598124151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001202858,0.000192982,0.0001869311,0.00001333135,0.0001171046,0.00002806675,0.0003656309,0.0001704375,0.00492453],"category_scores_gemma":[0.000116033,0.0001963165,0.0001097235,0.0003286267,0.0004255562,0.0001965016,0.0009461364,0.0001799985,0.00221357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009182215,"about_ca_system_score_gemma":0.00001845142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002944803,"about_ca_topic_score_gemma":0.0003442567,"domain_scores_codex":[0.9984507,0.00009204125,0.0002243624,0.0005338197,0.0002571069,0.0004419656],"domain_scores_gemma":[0.9991798,0.0000199682,0.00005725261,0.0005564252,0.000004810988,0.0001816805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004230533,0.0004969043,0.9465501,0.00002011365,0.00003691873,0.0004756571,0.0002347834,0.0003561017,0.001900215,0.002695496,0.01384736,0.03334409],"study_design_scores_gemma":[0.001077764,0.0001580969,0.4959257,0.00002438725,0.00005071405,0.0001831818,0.000989043,0.0002535594,0.007134211,0.03112942,0.4624001,0.0006738218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778339,0.0001949236,0.0004315393,0.002553219,0.0002107106,0.0001560852,0.00003032626,0.0001423317,0.01844695],"genre_scores_gemma":[0.9960583,0.00009235659,0.001387233,0.001328751,0.00002537648,0.00001688585,0.00002710166,0.0000124268,0.001051599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506244,"threshold_uncertainty_score":0.9985633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281865130","doi":"10.1111/csp2.458","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Conservation Science and Practice","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, Irvine; U.S. Geological Survey; Fisheries and Oceans Canada; Universidade de São Paulo; Monash University; RMIT University; Michigan State University; National University of Singapore; University of South Africa; York University; University of Pretoria; University of Exeter; University of Otago; Universität Potsdam; Colorado State University; Deakin University; University of California, Davis; College of Engineering, Michigan State University; University of Tasmania; University of Oxford; Wildlife Conservation Society","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[{"name":"Eliza Grames","is_ca":false},{"name":"Graham A. Montgomery","is_ca":false},{"name":"Douglas Boyes","is_ca":false},{"name":"Lynn V. Dicks","is_ca":false},{"name":"Matthew L. Forister","is_ca":false},{"name":"Tanner A. Matson","is_ca":false},{"name":"Shinichi Nakagawa","is_ca":false},{"name":"Kit Prendergast","is_ca":false},{"name":"Nigel A. S. Taylor","is_ca":false},{"name":"Lauren Oakes","is_ca":false},{"name":"Guillaume Peterson","is_ca":false},{"name":"Lillian D. Parker","is_ca":false},{"name":"Jessica D Quinta","is_ca":false},{"name":"Isabel Rivera","is_ca":false},{"name":"Brian L. Cypher","is_ca":false},{"name":"Erica C. Kelly","is_ca":false},{"name":"Michael E. Campana","is_ca":false},{"name":"R. L. Fleischer","is_ca":false},{"name":"Ryan Boarman","is_ca":false},{"name":"William I. Boarman","is_ca":false},{"name":"Dusu Wen","is_ca":false},{"name":"Jinzhe Qi","is_ca":false},{"name":"Zexu Long","is_ca":false},{"name":"Jiayin Gu","is_ca":false},{"name":"Yumiao Tian","is_ca":false},{"name":"Nathan Roberts","is_ca":false},{"name":"Katherine E. Golden","is_ca":false},{"name":"Benjamin L. Hemingway","is_ca":false},{"name":"Amy Frazier","is_ca":false},{"name":"Rheinhardt Scholtz","is_ca":false},{"name":"Wade Harrell","is_ca":false},{"name":"Craig R. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01358380250711646,"gpt":0.2840162956959712,"spread":0.2704324931888548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002391786,0.0001454408,0.0001302618,0.0001220735,0.0008488288,0.0001643981,0.000451911,0.0001297132,0.06303713],"category_scores_gemma":[0.002933674,0.0001498001,0.00001783748,0.0009587995,0.00165957,0.004598528,0.0009766938,0.0004019926,0.01891665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006629647,"about_ca_system_score_gemma":0.000157678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303809,"about_ca_topic_score_gemma":0.0000101804,"domain_scores_codex":[0.9981276,0.0001288441,0.0002592092,0.0003648276,0.0008582699,0.0002612777],"domain_scores_gemma":[0.9988016,0.0003967768,0.000312011,0.0003590951,0.00004753198,0.00008294846],"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":[0.00004578166,0.00005160505,0.0005624075,0.00003011067,0.000005120312,0.000002422966,0.000754722,0.0001186209,0.0003416743,0.0005146701,0.9429785,0.05459434],"study_design_scores_gemma":[0.0001005333,0.0000751499,0.001632919,0.000002721077,0.00001400258,0.00004243461,0.00180004,0.0001151923,0.00009276906,0.0001726149,0.9957765,0.0001751615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007825044,0.0001926541,0.000302739,0.04159522,0.001382186,0.0006254909,0.00003375491,0.0000484931,0.9479944],"genre_scores_gemma":[0.106206,0.008063338,0.01433815,0.2634976,0.000409288,0.001173437,0.000975463,0.00009733334,0.6052393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.342755,"threshold_uncertainty_score":0.9818472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242110379","doi":"10.1111/cobi.13165","title":"Issue Information ‐ TOC","year":2019,"lang":"en","type":"paratext","venue":"Conservation Biology","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[{"name":"Dexin Tian","is_ca":false},{"name":"Yan Xie","is_ca":false},{"name":"Anthony D. Barnosky","is_ca":false},{"name":"Fuwen Wei","is_ca":false},{"name":"Brett G. Dickson","is_ca":false},{"name":"Christine M. Albano","is_ca":false},{"name":"Ranjan Anantharaman","is_ca":false},{"name":"Paul Beier","is_ca":false},{"name":"Joseph Fargione","is_ca":false},{"name":"Tabitha A. Graves","is_ca":false},{"name":"Miranda Gray","is_ca":false},{"name":"Kimberly R. Hall","is_ca":false},{"name":"Joshua J. Lawler","is_ca":false},{"name":"Paul Leonard","is_ca":false},{"name":"Caitlin E. Littlefield","is_ca":false},{"name":"Meredith Mcclure","is_ca":false},{"name":"John Novembre","is_ca":false},{"name":"Carrie A. Schloss","is_ca":false},{"name":"Nathan H. Schumaker","is_ca":false},{"name":"Viral N. Shah","is_ca":false},{"name":"David M. Theobald","is_ca":false},{"name":"Timothy Hodgetts","is_ca":false},{"name":"Dawn Burnham","is_ca":false},{"name":"Amy Dickman","is_ca":false},{"name":"Ewan A. Macdonald","is_ca":false},{"name":"David W. Macdonald","is_ca":false},{"name":"Kristina Douglass","is_ca":false},{"name":"Jonathan Walz","is_ca":false},{"name":"Quintana Morales","is_ca":false},{"name":"Richard R. Marcus","is_ca":false},{"name":"Garth Myers","is_ca":false},{"name":"Jacques Pollini","is_ca":false},{"name":"Sonia Graham","is_ca":false},{"name":"Alexander L. Metcalf","is_ca":false},{"name":"Nicholas Gill","is_ca":false},{"name":"Rebecca M. Niemiec","is_ca":false},{"name":"Carlo R. Moreno","is_ca":false},{"name":"Thomas Bach","is_ca":false},{"name":"Victoria Ikutegbe","is_ca":false},{"name":"Lars Hällström","is_ca":false},{"name":"Zhao Ma","is_ca":false},{"name":"Alice Lubeck","is_ca":false},{"name":"Hong Liu","is_ca":false},{"name":"Stephan W. Gale","is_ca":false},{"name":"Lung Cheuk","is_ca":false},{"name":"Gunter Fischer","is_ca":false},{"name":"Kylie Soanes","is_ca":false},{"name":"Michael Sievers","is_ca":false},{"name":"Yung Chee","is_ca":false},{"name":"Nicholas H. Williams","is_ca":false},{"name":"Manisha Bhardwaj","is_ca":false},{"name":"Adrian G. Marshall","is_ca":false},{"name":"Kirsten M. Parris","is_ca":false},{"name":"Prue Addison","is_ca":false},{"name":"Joseph W. Bull","is_ca":false},{"name":"E.J. Milner‐Gulland","is_ca":false},{"name":"David Baker","is_ca":false},{"name":"Stephen T. Garnett","is_ca":false},{"name":"James P.B. O’Connor","is_ca":false},{"name":"Glenn Ehmke","is_ca":false},{"name":"Rohan H. Clarke","is_ca":false},{"name":"John C. Z. Woinarski","is_ca":false},{"name":"Mélodie A. McGeoch","is_ca":false},{"name":"Hadrien Vanthomme","is_ca":false},{"name":"Brave S. Nzamba","is_ca":false},{"name":"Alfonso Alonso","is_ca":false},{"name":"Angelique Todd","is_ca":false},{"name":"Bronwen Stanford","is_ca":false},{"name":"Holly P. Jones","is_ca":false},{"name":"Erika S. Zavaleta","is_ca":false},{"name":"Daniel Viana","is_ca":false},{"name":"Stefan Gelcich","is_ca":false},{"name":"Eréndira Aceves‐Bueno","is_ca":false},{"name":"Becky Twohey","is_ca":false},{"name":"Steven D. Gaines","is_ca":false},{"name":"Bárbara Goettsch","is_ca":false},{"name":"América Paz Durán","is_ca":false},{"name":"Kevin J. Gaston","is_ca":false},{"name":"Janna R. Willoughby","is_ca":false},{"name":"Mark R. Christie","is_ca":false},{"name":"Robin Hale","is_ca":false},{"name":"Stephen E. Swearer","is_ca":false},{"name":"Garry R. Griffith","is_ca":false},{"name":"Peter G. Strutton","is_ca":false},{"name":"Jayson M. Semmens","is_ca":false},{"name":"Elizabeth A. Fulton","is_ca":false},{"name":"Darío Fernández‐Bellon","is_ca":false},{"name":"Mark V. H. Wilson","is_ca":false},{"name":"Sandra Irwin","is_ca":false},{"name":"John O’Halloran","is_ca":false},{"name":"Michelle Peach","is_ca":false},{"name":"Jonathan Cohen","is_ca":false},{"name":"Jacqueline L. Frair","is_ca":false},{"name":"Benjamin Zuckerberg","is_ca":false},{"name":"Patrick F. Sullivan","is_ca":false},{"name":"William A. Porter","is_ca":false},{"name":"Corey Lang","is_ca":false},{"name":"Neal Haddaway","is_ca":false},{"name":"Martin J. Westgate","is_ca":false},{"name":"Tsung‐Jen Shen","is_ca":false},{"name":"Youhua Chen","is_ca":false},{"name":"Stuart H. M. Butchart","is_ca":false},{"name":"Gus A. Baker","is_ca":false},{"name":"Elisa Bayraktarov","is_ca":false},{"name":"K. D. Buchanan","is_ca":false},{"name":"A. A. Burbidge","is_ca":false},{"name":"Aliénor L. M. Chauvenet","is_ca":false},{"name":"L Christidis","is_ca":false},{"name":"Molly K. Grace","is_ca":false},{"name":"David G. Hoccom","is_ca":false},{"name":"Sarah Legge","is_ca":false},{"name":"Ian Leiper","is_ca":false},{"name":"David B. Lindenmayer","is_ca":false},{"name":"Richard Loyn","is_ca":false},{"name":"Martine Maron","is_ca":false},{"name":"Peter McDonald","is_ca":false},{"name":"Peter Menkhorst","is_ca":false},{"name":"Hugh P. Possingham","is_ca":false},{"name":"Jan Radford","is_ca":false},{"name":"April E. Reside","is_ca":false},{"name":"David Watson","is_ca":false},{"name":"James Watson","is_ca":false},{"name":"Brendan A. Wintle","is_ca":false},{"name":"Hayley M. Geyle","is_ca":false},{"name":"Elizabeth Znidersic","is_ca":false},{"name":"Michael Craig","is_ca":false},{"name":"Adrian Treves","is_ca":false},{"name":"Kyle A. Artelle","is_ca":false},{"name":"Paul C. Paquet","is_ca":false},{"name":"Maciej Kuboń","is_ca":false},{"name":"Agnieszka E. Latawiec","is_ca":false},{"name":"Fábio Rúbio Scarano","is_ca":false},{"name":"Adam Drosik","is_ca":false},{"name":"Bernardo Strassburg","is_ca":false},{"name":"Juan Wl Odzimierz Grzebieniowski","is_ca":false},{"name":"Brad H. McRae","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006496984564585354,"gpt":0.2287997520175416,"spread":0.2223027674529562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001573043,0.0002255112,0.0002765898,0.000077362,0.00008912222,0.00001831827,0.0003593954,0.0008525642,0.08720903],"category_scores_gemma":[0.00008224105,0.0002180812,0.00006454112,0.0001784852,0.0004730878,0.0003084842,0.0004032157,0.0003319854,0.3075795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966083,"about_ca_system_score_gemma":0.00002957682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00067466,"about_ca_topic_score_gemma":0.0000453885,"domain_scores_codex":[0.9988154,0.00008807115,0.0003727272,0.0003232177,0.000101365,0.0002991722],"domain_scores_gemma":[0.9991472,0.00007569631,0.000258449,0.0004645016,0.0000110253,0.00004308529],"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":[0.00002098157,0.00003151042,0.02143972,0.00005318948,0.0000152417,3.142919e-7,0.00008038091,0.0001546942,0.0004230785,0.0006667753,0.9617935,0.01532057],"study_design_scores_gemma":[0.00021346,0.0001212997,0.005824403,0.000006605505,0.000007035488,0.000003026277,0.00006192425,0.00008687205,0.0002761521,0.0008787336,0.9922867,0.0002337393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07783782,0.0003705431,0.005482871,0.0187512,0.008608549,0.002492327,0.0003214832,0.0002130713,0.8859221],"genre_scores_gemma":[0.1621736,0.0009430622,0.001776495,0.03306832,0.0003788609,0.0004794917,0.01027772,0.00007139566,0.790831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2203705,"threshold_uncertainty_score":0.9136254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414815023","doi":"10.1142/s0219198925020025","title":"Preface to the Special Issue on Dynamic Games on Green Environment: Technological Innovation and Policy Initiatives (Part II)","year":2025,"lang":"en","type":"article","venue":"International Game Theory Review","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Technological change; Game theory; Policy making","authors":[{"name":"Shoude Li","is_ca":false},{"name":"Régis Chenavaz","is_ca":false},{"name":"Stanko Dimitrov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008209521333456433,"gpt":0.2805615847528698,"spread":0.2723520634194134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006180278,0.0001754821,0.0001788689,0.0001299381,0.0001284588,0.00001470399,0.0005078714,0.00008944629,0.003352935],"category_scores_gemma":[0.0004426228,0.0001223964,0.00004270358,0.0004097759,0.0006518772,0.00009618892,0.0006947887,0.0002579596,0.0007916248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784742,"about_ca_system_score_gemma":0.000007314347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001172961,"about_ca_topic_score_gemma":0.000006962539,"domain_scores_codex":[0.9987047,0.0001565794,0.0002958621,0.0004041441,0.0002577519,0.0001809951],"domain_scores_gemma":[0.9993821,0.0001464899,0.00009607644,0.0003428281,0.000005684904,0.0000267984],"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":[0.0000622737,0.0001779585,0.0004872803,0.00004091212,0.0000289249,0.000003019803,0.00008691,0.00007941749,0.00007960451,0.3645529,0.002087959,0.6323128],"study_design_scores_gemma":[0.0001255707,0.0001854315,0.0145749,0.0002959084,0.000012456,0.000004135031,0.0000536577,0.00001826289,0.0002344692,0.09136498,0.8930125,0.0001177115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3134005,0.002777669,0.0008166427,0.3703079,0.0003512664,0.003279922,0.00008765625,0.0002206579,0.3087578],"genre_scores_gemma":[0.9366544,0.01180973,0.0001413954,0.03155604,0.0003045975,0.0003156352,0.00002599388,0.00001720773,0.01917497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8909246,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398835058","doi":"10.7910/dvn/sgfrya/0afaji","title":"YALE0065_CODEBOOK.pdf","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Replication (statistics); Codebook; Computer science; Psychology; Artificial intelligence; Biology; Virology","authors":[{"name":"Baobao Zhang","is_ca":true},{"name":"Allan Dafoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007807344031486156,"gpt":0.2089757652728526,"spread":0.2011684212413665,"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":[0.0002271302,0.0004032652,0.0003812309,0.00007384069,0.0001272755,0.00003918591,0.001306004,0.0005873518,0.6196799],"category_scores_gemma":[0.00009577262,0.0004040483,0.0001401266,0.0001461652,0.0006030824,0.0002740767,0.002497492,0.0006717694,0.9214191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006050243,"about_ca_system_score_gemma":0.00002218695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009620672,"about_ca_topic_score_gemma":0.0003557987,"domain_scores_codex":[0.9977069,0.00007956202,0.0003209744,0.0008741716,0.0004666315,0.0005517303],"domain_scores_gemma":[0.997309,0.00005899434,0.000173064,0.002317542,0.000003119581,0.0001382945],"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":[0.00002158393,0.0001387889,0.0004053347,0.00005977807,0.00002191583,0.00009102153,0.000005397764,0.00004996513,0.0000343148,0.000008517163,0.998481,0.0006824174],"study_design_scores_gemma":[0.0003021632,0.00009315637,0.0004349257,0.0000153188,0.00007022671,0.00002212595,0.00004111405,0.00001357383,0.00004164744,0.0001758443,0.9983408,0.0004491444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002630005,6.307437e-7,0.00001724937,0.00001550597,0.0003686184,0.0005441157,0.9933626,0.00005785959,0.005370416],"genre_scores_gemma":[0.00006828293,0.0001566725,0.0001725214,0.00068091,0.00004882464,0.00004540891,0.9894534,0.00002350786,0.009350407],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3017392,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253241335","doi":"10.1111/cobi.13167","title":"Issue Information ‐ TOC","year":2019,"lang":"en","type":"paratext","venue":"Conservation Biology","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[{"name":"Elizabeth R. Ellwood","is_ca":false},{"name":"Pamela S. Soltis","is_ca":false},{"name":"Mary Beth Klein","is_ca":false},{"name":"Lawrence E. Gibson","is_ca":false},{"name":"Alexis M. Mychajliw","is_ca":false},{"name":"Yolanda León","is_ca":false},{"name":"Elizabeth M. Rupp","is_ca":false},{"name":"Elizabeth A. Hadly","is_ca":false},{"name":"Eimear Nic Lughadha","is_ca":false},{"name":"Vanessa Graziele Staggemeier","is_ca":false},{"name":"Thaís Vasconcelos","is_ca":false},{"name":"Barnaby E. Walker","is_ca":false},{"name":"Cátia Canteiro","is_ca":false},{"name":"Eve Lucas","is_ca":false},{"name":"Laísa Barcelos","is_ca":false},{"name":"Fabiana Ranzato Filardi","is_ca":false},{"name":"Rafaela Campostrini Forzza","is_ca":false},{"name":"Laura Green","is_ca":false},{"name":"João Lanna","is_ca":false},{"name":"Paula Leitman","is_ca":false},{"name":"William Milliken","is_ca":false},{"name":"Pires Morim","is_ca":false},{"name":"Kristina Patmore","is_ca":false},{"name":"Sarah Phillips","is_ca":false},{"name":"Marie‐Hélène Weech","is_ca":false},{"name":"Johanne Malin Hoeppner","is_ca":false},{"name":"Lesley Hughes","is_ca":false},{"name":"Silvia Ceaus","is_ca":false},{"name":"Rose A. Graves","is_ca":false},{"name":"Alexander K. Killion","is_ca":false},{"name":"Jens‐Christian Svenning","is_ca":false},{"name":"Neil Carter","is_ca":false},{"name":"Ellie Brown","is_ca":false},{"name":"Byron K. Williams","is_ca":false},{"name":"Edward Lewis","is_ca":false},{"name":"Brian MacSharry","is_ca":false},{"name":"Diego Juffe‐Bignoli","is_ca":false},{"name":"Nyeema C. Harris","is_ca":false},{"name":"Georgina Burrows","is_ca":false},{"name":"Naomi Kingston","is_ca":false},{"name":"Neil D. Burgess","is_ca":false},{"name":"Nicholas L. Ortodossi","is_ca":false},{"name":"Ben L. Gilby","is_ca":false},{"name":"Thomas A. Schlacher","is_ca":false},{"name":"Rod M. Connolly","is_ca":false},{"name":"Nicholas A. Yabsley","is_ca":false},{"name":"Christopher J. Henderson","is_ca":false},{"name":"Andrew D. Olds","is_ca":false},{"name":"André Silva Franco","is_ca":false},{"name":"Bruno Sobral","is_ca":false},{"name":"Artur M. S. Silva","is_ca":false},{"name":"Diana H. Wall","is_ca":false},{"name":"Matthew A. Albrecht","is_ca":false},{"name":"Oyomoare L. Osazuwa‐Peters","is_ca":false},{"name":"Joyce Maschinski","is_ca":false},{"name":"Timothy J. Bell","is_ca":false},{"name":"Marlin L. Bowles","is_ca":false},{"name":"William E. Brumback","is_ca":false},{"name":"Janice Duquesnel","is_ca":false},{"name":"Michael Kunz","is_ca":false},{"name":"James Lange","is_ca":false},{"name":"Kimberlie A. McCue","is_ca":false},{"name":"A Mceachern","is_ca":false},{"name":"Sheila E. Murray","is_ca":false},{"name":"Peggy Olwell","is_ca":false},{"name":"Noel B. Pavlovic","is_ca":false},{"name":"Cheryl M. Peterson","is_ca":false},{"name":"Jennifer Possley","is_ca":false},{"name":"John M. Randall","is_ca":false},{"name":"Samuel D. Wright","is_ca":false},{"name":"Cheng Chen","is_ca":false},{"name":"Rui‐Chang Quan","is_ca":false},{"name":"Guanghong Cao","is_ca":false},{"name":"Hongpei Yang","is_ca":false},{"name":"Anya Burton","is_ca":false},{"name":"Michael J. Meitner","is_ca":false},{"name":"Jedediah F. Brodie","is_ca":false},{"name":"Diogo Veríssimo","is_ca":false},{"name":"Anita Wan","is_ca":false},{"name":"Gabby Salazar","is_ca":false},{"name":"Morena Mills","is_ca":false},{"name":"Tracy Melvin","is_ca":false},{"name":"Eric Lindquist","is_ca":false},{"name":"Tomas Chaigneau","is_ca":false},{"name":"Sarah Coulthard","is_ca":false},{"name":"Katrina Brown","is_ca":false},{"name":"Tim M. Daw","is_ca":false},{"name":"Björn Schulte‐Herbrüggen","is_ca":false},{"name":"Andrew Dobson","is_ca":false},{"name":"E.J. Milner‐Gulland","is_ca":false},{"name":"Colin Beale","is_ca":false},{"name":"Harriet Ibbett","is_ca":false},{"name":"Aidan Keane","is_ca":false},{"name":"Robert Bogucki","is_ca":false},{"name":"Marek Cygan","is_ca":false},{"name":"Christin Brangwynne Khan","is_ca":false},{"name":"Maciej Klimek","is_ca":false},{"name":"Jan Kanty Milczek","is_ca":false},{"name":"Marcin Mucha","is_ca":false},{"name":"Nicolas Alcala","is_ca":false},{"name":"Alan E. Launer","is_ca":false},{"name":"Michael Westphal","is_ca":false},{"name":"Richard B. Seymour","is_ca":false},{"name":"Esther Cole","is_ca":false},{"name":"Noah A. Rosenberg","is_ca":false},{"name":"Gerard Ryan","is_ca":false},{"name":"Emily Nicholson","is_ca":false},{"name":"Jonathan Eames","is_ca":false},{"name":"Thomas Gray","is_ca":false},{"name":"Robin Loveridge","is_ca":false},{"name":"Simon P. Mahood","is_ca":false},{"name":"Phearun Sum","is_ca":false},{"name":"M. McCarthy","is_ca":false},{"name":"Joanna M. Burgar","is_ca":false},{"name":"Jason T. Fisher","is_ca":false},{"name":"Witoon Purahong","is_ca":false},{"name":"Tesfaye Wubet","is_ca":false},{"name":"Dirk Krüger","is_ca":false},{"name":"Franc ̧ois Buscot","is_ca":false},{"name":"Annica Sandström","is_ca":false},{"name":"Carina Lundmark","is_ca":false},{"name":"Klas Andersson","is_ca":false},{"name":"Kerstin Johannesson","is_ca":false},{"name":"Linda Laikre","is_ca":false},{"name":"Hannah S. Wauchope","is_ca":false},{"name":"Richard Fuller","is_ca":false},{"name":"Danielle F. Shanahan","is_ca":false},{"name":"Justine D. Shaw","is_ca":false},{"name":"Tom W. May","is_ca":false},{"name":"Jerry Cooper","is_ca":false},{"name":"Anders Dahlberg","is_ca":false},{"name":"Giuliana Furci","is_ca":false},{"name":"D. W. Minter","is_ca":false},{"name":"Gregory M. Mueller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006496984564585354,"gpt":0.2287997520175416,"spread":0.2223027674529562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001573043,0.0002255112,0.0002765898,0.000077362,0.00008912222,0.00001831827,0.0003593954,0.0008525642,0.08720903],"category_scores_gemma":[0.00008224105,0.0002180812,0.00006454112,0.0001784852,0.0004730878,0.0003084842,0.0004032157,0.0003319854,0.3075795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966083,"about_ca_system_score_gemma":0.00002957682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00067466,"about_ca_topic_score_gemma":0.0000453885,"domain_scores_codex":[0.9988154,0.00008807115,0.0003727272,0.0003232177,0.000101365,0.0002991722],"domain_scores_gemma":[0.9991472,0.00007569631,0.000258449,0.0004645016,0.0000110253,0.00004308529],"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":[0.00002098157,0.00003151042,0.02143972,0.00005318948,0.0000152417,3.142919e-7,0.00008038091,0.0001546942,0.0004230785,0.0006667753,0.9617935,0.01532057],"study_design_scores_gemma":[0.00021346,0.0001212997,0.005824403,0.000006605505,0.000007035488,0.000003026277,0.00006192425,0.00008687205,0.0002761521,0.0008787336,0.9922867,0.0002337393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07783782,0.0003705431,0.005482871,0.0187512,0.008608549,0.002492327,0.0003214832,0.0002130713,0.8859221],"genre_scores_gemma":[0.1621736,0.0009430622,0.001776495,0.03306832,0.0003788609,0.0004794917,0.01027772,0.00007139566,0.790831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2203705,"threshold_uncertainty_score":0.9136254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396232533","doi":"10.23977/jaip.2024.070201","title":"Integration of GIS and Artificial Intelligence Algorithms in Rural Landscape Protection and Planning","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science; Geography","authors":[{"name":"Wei Songjiayi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03295397204240975,"gpt":0.3143551854141359,"spread":0.2814012133717261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377804,0.0001316266,0.0002017637,0.0002062448,0.00007070115,0.00008275475,0.0001281222,0.0001311249,0.0001599723],"category_scores_gemma":[0.001077165,0.0001144868,0.00004318594,0.00045235,0.0003942208,0.001145247,0.0001158507,0.0005666295,0.00001618421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383386,"about_ca_system_score_gemma":0.00001985514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003520539,"about_ca_topic_score_gemma":0.00009787376,"domain_scores_codex":[0.9984661,0.0001303228,0.0007286612,0.000210282,0.000279864,0.000184809],"domain_scores_gemma":[0.9991752,0.000346033,0.0002828987,0.0001000895,0.00003173733,0.00006402235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002892473,0.000192528,0.001121858,0.00003837848,0.00001762275,0.00009767658,0.003870277,0.002815874,0.03257978,0.003922588,0.000008129734,0.9550461],"study_design_scores_gemma":[0.00007644317,0.002865162,0.008381644,0.0007076509,0.0001815429,0.001706746,0.1369411,0.2507265,0.2852374,0.3105419,0.001980259,0.0006536359],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8423271,0.0007134377,0.1539213,0.002272764,0.0002655316,0.0002327844,0.000001524691,0.00001662809,0.0002489085],"genre_scores_gemma":[0.9932302,0.0003303141,0.006308797,0.00003032203,0.00007438787,0.000005991037,5.067856e-7,0.000009128215,0.00001034731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9543924,"threshold_uncertainty_score":0.4668635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343341676","doi":"","title":"Design Charette of the Don River watershed; final report","year":2015,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Summit; Earth Summit; Watershed; Library science; Political science; Geography; Sustainable development; Physical geography; Computer science; Law","authors":[{"name":"K. Steegers","is_ca":false},{"name":"A. Kalnpure","is_ca":false},{"name":"V. De Vries","is_ca":false},{"name":"L. Niel","is_ca":false},{"name":"Liat Margolis","is_ca":false},{"name":"Rob Roggema","is_ca":false},{"name":"F.D. Van Loon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04329091939506268,"gpt":0.2489748121963494,"spread":0.2056838928012867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001035234,0.0001098823,0.0001948186,0.0001886393,0.0003049177,0.00000406713,0.001191768,0.0003178298,0.00009466722],"category_scores_gemma":[0.0001880983,0.00009511248,0.00008167314,0.000755475,0.005438954,0.0001543846,0.001674376,0.0005250636,0.00003289986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433093,"about_ca_system_score_gemma":0.00007377482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272915,"about_ca_topic_score_gemma":0.00001799061,"domain_scores_codex":[0.998116,0.0002250262,0.000201117,0.0003878843,0.0006889009,0.0003810754],"domain_scores_gemma":[0.9986958,0.00004450156,0.0001593009,0.0009455677,0.00006882478,0.00008600689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005079243,0.0009282102,0.7018894,0.00008864429,0.000123629,0.002255212,0.001745576,0.002066401,0.2691621,0.001768845,0.01107002,0.008394084],"study_design_scores_gemma":[0.001716084,0.00134749,0.145217,0.00007961412,0.00006768146,0.0007593562,0.01051132,0.0006959299,0.7596552,0.01632536,0.06317155,0.0004533264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927059,0.00004311154,0.0006952931,0.001958186,0.00004320576,0.0003992113,0.00000161355,0.00007357699,0.004079841],"genre_scores_gemma":[0.9930342,0.0000139956,0.002471285,0.000004635841,0.000005453343,0.000001476105,9.617322e-7,0.000007424624,0.004460562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5566723,"threshold_uncertainty_score":0.9972677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390920071","doi":"10.1111/csp2.12960","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Conservation Science and Practice","topic":"Environmental Sustainability and Technology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Wageningen University and Research; National Oceanic and Atmospheric Administration; National Marine Fisheries Service; University of South Africa; Universidad Austral de Chile; Universidad de Concepción; Universidad San Francisco de Quito; University of Waterloo; Sapienza Università di Roma; Consejo Nacional de Investigaciones Científicas y Técnicas; University of Otago; University of Canberra; National University of Singapore; University of Pretoria; Università degli Studi dell'Insubria; Yale-NUS College; University of Aberdeen; University of Exeter; U.S. Geological Survey; Trent University; Wildlife Conservation Society; Helsingin Yliopisto; Society for Conservation Biology; Hohai University; Deakin University; Colorado State University; University of Hawai'i; Monash University; University of Montana; Boise State University; RMIT University; Nature Conservancy; Fisheries and Oceans Canada; College of Engineering, Michigan State University; University of Washington; Michigan State University; University of California, Davis; Arizona State University; Yale University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304842669568317,"gpt":0.2930663575339504,"spread":0.2800179308382673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001903778,0.0001587253,0.0001275062,0.0001354581,0.0003447753,0.0003288244,0.0003346975,0.0002055372,0.008240672],"category_scores_gemma":[0.002347052,0.0001469588,0.000019387,0.0009543286,0.001889322,0.004521051,0.0006161719,0.000373749,0.08331545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441952,"about_ca_system_score_gemma":0.0001470171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006282573,"about_ca_topic_score_gemma":0.00001462816,"domain_scores_codex":[0.9983825,0.00006305305,0.0002579691,0.0003913324,0.0006520781,0.0002530761],"domain_scores_gemma":[0.9990539,0.0003099457,0.0001779192,0.0003141549,0.00005693205,0.00008715974],"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":[0.00001983863,0.00002209081,0.0001256439,0.00007069605,0.000005663974,0.000002901472,0.0006189704,0.00002313367,0.0004499967,0.0007883235,0.9522248,0.04564794],"study_design_scores_gemma":[0.00005789995,0.00004842234,0.0005908519,0.00001538645,0.0000246365,0.00004604179,0.0009222158,0.0001910026,0.0002368585,0.000613169,0.997081,0.0001724995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006469549,0.0005213633,0.0004057841,0.06575283,0.00195175,0.0005413256,0.00002649325,0.00007552767,0.9242554],"genre_scores_gemma":[0.1392456,0.008207754,0.01186048,0.1412608,0.0005812833,0.0004539125,0.0003823598,0.00009046274,0.6979173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2263381,"threshold_uncertainty_score":0.9926659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}