{"meta":{"query_hash":"2ed553086118","filters":{"venue":"Российский журнал прикладной экологии"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2ed553086118","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B9%D1%81%D0%BA%D0%B8%D0%B9+%D0%B6%D1%83%D1%80%D0%BD%D0%B0%D0%BB+%D0%BF%D1%80%D0%B8%D0%BA%D0%BB%D0%B0%D0%B4%D0%BD%D0%BE%D0%B9+%D1%8D%D0%BA%D0%BE%D0%BB%D0%BE%D0%B3%D0%B8%D0%B8"},"results":[{"id":"W4200198437","doi":"10.24852/2411-7374.2021.3.30.35","title":"АВТОМАТИЗАЦИЯ ОБРАБОТКИ ПЕРВИЧНЫХ ДАННЫХ МОНИТОРИНГА КАЧЕСТВА ВОД И ДОННЫХ ОТЛОЖЕНИЙ ПОВЕРХНОСТНЫХ ВОДНЫХ ОБЪЕКТОВ","year":2021,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Sanitation; Index (typography); Water resource management; Computer science; Environmental engineering; World Wide Web; Ecology","score_opus":0.036035758650545875,"score_gpt":0.201955791294059,"score_spread":0.16592003264351313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200198437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6186898,0.0972853,0.0017467455,0.03512735,0.0217319,0.0034663598,0.0025580474,0.0017099037,0.21768464],"genre_scores_gemma":[0.9409087,0.01313864,0.0020737627,0.006024621,0.0042476854,0.00006929938,0.002704644,0.00013405326,0.030698609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98542863,0.0012414042,0.0028059357,0.003688465,0.002626863,0.004208726],"domain_scores_gemma":[0.9922475,0.0011839215,0.0010914853,0.0024266376,0.0010989355,0.0019514931],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019331931,0.0022165643,0.0026200926,0.0004571469,0.0028862215,0.0014233838,0.0019415917,0.0016498093,0.052294362],"category_scores_gemma":[0.0014684002,0.0020119313,0.0013683913,0.0032324507,0.0011499278,0.0016067433,0.0008972763,0.0023494875,0.02543835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017924993,0.0035009936,0.27293727,0.0017436368,0.002982391,0.0069932733,0.009150794,0.011723565,0.0033077756,0.009706553,0.38173312,0.29442814],"study_design_scores_gemma":[0.00463817,0.0023436423,0.2325576,0.0006887506,0.0009831476,0.0006118929,0.008647333,0.010209194,0.002957845,0.009706539,0.72168076,0.0049751317],"about_ca_topic_score_codex":0.0043369927,"about_ca_topic_score_gemma":0.01142962,"teacher_disagreement_score":0.33994764,"about_ca_system_score_codex":0.00020068305,"about_ca_system_score_gemma":0.001016027,"threshold_uncertainty_score":0.99995214},"labels":[],"label_agreement":null},{"id":"W4226081642","doi":"10.24852/2411-7374.2022.1.4.14","title":"ВАРИАБИЛЬНОСТЬ ФУНКЦИОНАЛЬНЫХ ПРИЗНАКОВ ЛИСТЬЕВ НЕКОТОРЫХ ВИДОВ ЛУГОВЫХ РАСТЕНИЙ","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.021548895325247244,"score_gpt":0.19238691340053368,"score_spread":0.17083801807528642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226081642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.895286,0.01812505,0.00001040597,0.032472976,0.009311084,0.002136662,0.0043297634,0.00085699797,0.037471034],"genre_scores_gemma":[0.9391462,0.001964802,0.00012598008,0.00803056,0.003263212,0.00048756352,0.00080781104,0.000040818744,0.046133056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887966,0.0016647017,0.0018389709,0.0027242173,0.0017903419,0.003185189],"domain_scores_gemma":[0.9952222,0.001811932,0.0009963114,0.00079657824,0.00030592768,0.00086706673],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002231711,0.0016465769,0.0019718294,0.00020631883,0.006712373,0.0004084508,0.002837935,0.000846447,0.036182795],"category_scores_gemma":[0.00037048332,0.0009789929,0.0011741477,0.0026304624,0.0010379817,0.0005640373,0.00296392,0.0028197507,0.0029416606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020073606,0.0045759445,0.13435678,0.0003014033,0.0020836424,0.0020957366,0.003971925,0.00040022546,0.02493172,0.01117788,0.7378076,0.076289825],"study_design_scores_gemma":[0.0015303314,0.0035317463,0.13338414,0.00009999155,0.0005004599,0.000549173,0.0067068557,0.00033452892,0.0006698353,0.0026484658,0.8474382,0.0026062562],"about_ca_topic_score_codex":0.0020426542,"about_ca_topic_score_gemma":0.0029033103,"teacher_disagreement_score":0.10963066,"about_ca_system_score_codex":0.0005493155,"about_ca_system_score_gemma":0.00023759065,"threshold_uncertainty_score":0.9996281},"labels":[],"label_agreement":null},{"id":"W4226205017","doi":"10.24852/2411-7374.2022.1.39.47","title":"ОСОБЕННОСТИ И РАЗЛИЧИЯ АБИОТИЧЕСКИХ КОМПОНЕНТОВ ЭКОСИСТЕМ ОЗЕР И ВОДОХРАНИЛИЩ (ОБЗОР)","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limnology; Temperate climate; Phytoplankton; Hydrology (agriculture); Hydrobiology; Oceanography; Geography; Physical geography; Ecology; Geology; Aquatic environment; Biology; Nutrient","score_opus":0.014628827332424316,"score_gpt":0.1679227637625879,"score_spread":0.1532939364301636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226205017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60729194,0.058493104,0.00077231234,0.010441783,0.012557208,0.0036350014,0.0052651786,0.00085523445,0.30068827],"genre_scores_gemma":[0.9391333,0.002697136,0.00086469617,0.0044914153,0.0014183325,0.00013204539,0.0011401661,0.00012769138,0.049995247],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890292,0.0009580874,0.0017899319,0.0023357547,0.0029568037,0.0029301706],"domain_scores_gemma":[0.99566525,0.0006945704,0.000851362,0.0016492613,0.00006282526,0.0010767488],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0018444611,0.0015825364,0.0016436505,0.00046373438,0.004933165,0.00037131057,0.0022429903,0.00042592967,0.16696432],"category_scores_gemma":[0.00017000241,0.0015767065,0.00085766596,0.0015389458,0.0011967131,0.0007560447,0.0014135429,0.002068166,0.014230668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009564673,0.0017060185,0.35987586,0.0004644553,0.0014765839,0.001210225,0.009821089,0.02289568,0.00021269085,0.0010267748,0.33818918,0.26216498],"study_design_scores_gemma":[0.00291014,0.0024028616,0.19455633,0.00013061304,0.0006073582,0.00037838123,0.0145550985,0.0115257595,0.00023483274,0.0022386776,0.76732296,0.0031370183],"about_ca_topic_score_codex":0.004704689,"about_ca_topic_score_gemma":0.0011187505,"teacher_disagreement_score":0.42913374,"about_ca_system_score_codex":0.00038689017,"about_ca_system_score_gemma":0.00035064283,"threshold_uncertainty_score":0.99969226},"labels":[],"label_agreement":null},{"id":"W4226498733","doi":"10.24852/2411-7374.2022.1.15.22","title":"ИЗМЕНЧИВОСТЬ РАЗМЕРОВ И ПОЛОВОЙ ДИМОРФИЗМ ЖУЖЕЛИЦЫ PTEROSTICHUS MELANARIUS Ill. В ГОРОДАХ","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.016652869374911523,"score_gpt":0.18151857577701214,"score_spread":0.1648657064021006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226498733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92726946,0.015495301,0.000010228903,0.014939194,0.005219476,0.0013431082,0.0017666058,0.0005228871,0.03343374],"genre_scores_gemma":[0.9648966,0.0020577626,0.00010584764,0.004853717,0.0020958707,0.00040554415,0.0005803007,0.000039680865,0.024964642],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99104655,0.00073991955,0.0014072402,0.0022583904,0.002085671,0.0024622094],"domain_scores_gemma":[0.99713033,0.00061718194,0.00065431657,0.0006658975,0.00011912194,0.0008131714],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009894259,0.0014065414,0.0014251925,0.00012682093,0.004706894,0.00038065037,0.0020534832,0.0004453861,0.02415422],"category_scores_gemma":[0.00021553737,0.0008133221,0.0009403401,0.0016069894,0.0009426318,0.00042301675,0.0033211694,0.001563938,0.0029861322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012339734,0.005749863,0.25210235,0.00029197827,0.0018348509,0.0015361906,0.006231663,0.0017480205,0.037744775,0.0026198474,0.2911308,0.3977757],"study_design_scores_gemma":[0.0018392034,0.0032285606,0.3561797,0.00010486274,0.00049460685,0.00029838135,0.0136593515,0.00043653237,0.0012498226,0.0020245437,0.61758196,0.0029024484],"about_ca_topic_score_codex":0.004660333,"about_ca_topic_score_gemma":0.00086345105,"teacher_disagreement_score":0.39487326,"about_ca_system_score_codex":0.00079509587,"about_ca_system_score_gemma":0.000066590364,"threshold_uncertainty_score":0.9998685},"labels":[],"label_agreement":null},{"id":"W4283836782","doi":"10.24852/2411-7374.2022.2.4.11","title":"НАСЕЛЕНИЕ РЫБ МАЛЫХ РЕК БАССЕЙНОВ МЁШИ И КАЗАНКИ","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Fish <Actinopterygii>; Phenology; Climate change; Biology; Fishery","score_opus":0.014628827332424316,"score_gpt":0.1679227637625879,"score_spread":0.1532939364301636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283836782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6537965,0.053090025,0.00062004797,0.0101789385,0.010804048,0.0027590094,0.0035693229,0.00065264956,0.26452944],"genre_scores_gemma":[0.9415111,0.002120713,0.00064488675,0.0031794503,0.0011694316,0.00007993531,0.00081134844,0.00008455868,0.05039859],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915298,0.00076754036,0.0013517708,0.0017852634,0.002310631,0.0022549536],"domain_scores_gemma":[0.99670386,0.0005723702,0.0006053639,0.0012678627,0.000039858427,0.00081070396],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014272567,0.0011730667,0.0012709716,0.00031277238,0.0040757116,0.00026489614,0.001684847,0.00029713765,0.1220486],"category_scores_gemma":[0.0001231835,0.001157858,0.00063925877,0.0011815394,0.0009420235,0.00053233665,0.0010632315,0.0016017455,0.013960809],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069135684,0.001339689,0.55753404,0.00033212156,0.0011821274,0.0009876498,0.010952757,0.018365957,0.00023708363,0.0011258256,0.25997615,0.14727524],"study_design_scores_gemma":[0.0020150011,0.0018013037,0.17826056,0.00007793756,0.0004281767,0.00023815295,0.014532458,0.008613166,0.00017682796,0.001617896,0.7900487,0.0021898022],"about_ca_topic_score_codex":0.007031374,"about_ca_topic_score_gemma":0.00076303503,"teacher_disagreement_score":0.53007257,"about_ca_system_score_codex":0.00026689243,"about_ca_system_score_gemma":0.00025335868,"threshold_uncertainty_score":0.99958086},"labels":[],"label_agreement":null},{"id":"W4304183657","doi":"10.24852/2411-7374.2022.3.35.43","title":"ОЦЕНКА ФЕРМЕНТАТИВНОЙ АКТИВНОСТИ СЕРЫХ ЛЕСНЫХ ПОЧВ В ОРГАНИЧЕСКИХ И ТРАДИЦИОННЫХ АГРОЦЕНОЗАХ ПРЕДКАМЬЯ РЕСПУБЛИКИ ТАТАРСТАН","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental chemistry; Soil water; Environmental science; Chemistry; Soil science","score_opus":0.017643440961309247,"score_gpt":0.18907089852820763,"score_spread":0.1714274575668984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304183657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9156809,0.009301809,0.000039791314,0.037936263,0.009088698,0.004148821,0.0022372452,0.0012605188,0.020305965],"genre_scores_gemma":[0.92483604,0.00096399244,0.0002129635,0.004814165,0.006432229,0.00070760184,0.001334979,0.000068974114,0.06062908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98322535,0.0018299194,0.0025917678,0.0043264744,0.0037816793,0.0042448402],"domain_scores_gemma":[0.9942022,0.0006150458,0.0016358027,0.0013987004,0.00060367497,0.0015445674],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0027212661,0.0024771907,0.0022960468,0.0002734918,0.0067925127,0.0011397902,0.004161775,0.0008935148,0.031533986],"category_scores_gemma":[0.00035386754,0.0013754572,0.0017530047,0.00404419,0.0010801894,0.0016212789,0.0045489543,0.0037399044,0.003408736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016061642,0.009085915,0.009552358,0.00064339756,0.0014946363,0.00082291354,0.0050211377,0.002075934,0.3261012,0.009743723,0.38927647,0.24457613],"study_design_scores_gemma":[0.0027353903,0.005218637,0.04745674,0.00022234583,0.00067865796,0.00051882066,0.01389943,0.00055724184,0.015539596,0.0032255913,0.9048722,0.0050753704],"about_ca_topic_score_codex":0.0041924566,"about_ca_topic_score_gemma":0.0011015087,"teacher_disagreement_score":0.5155957,"about_ca_system_score_codex":0.0013548608,"about_ca_system_score_gemma":0.000356645,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W4367610169","doi":"10.24852/2411-7374.2023.1.61.68","title":"ВЛИЯНИЕ ТЯЖЕЛЫХ МЕТАЛЛОВ НА ДИНАМИКУ ЧИСЛЕННОСТИ И ФЛУОРЕСЦЕНТНЫЕ ХАРАКТЕРИСТИКИ PROROCENTRUM FORAMINOSUM (DINOPHYTA)","year":2023,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Botany; Biology; Cadmium; Chlorella vulgaris; Chlorophyceae; Algae; Chlorophyta; Chemistry","score_opus":0.020531436858170212,"score_gpt":0.19911361595040294,"score_spread":0.17858217909223273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367610169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8142711,0.013145698,0.00007244305,0.0073112617,0.008951098,0.0032237966,0.0021071895,0.0016575803,0.14925982],"genre_scores_gemma":[0.92395747,0.010306106,0.00029757636,0.0015884533,0.0024196233,0.00008218915,0.0018185063,0.0001587433,0.059371334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98848164,0.00042480006,0.0018784531,0.002678604,0.0022805796,0.0042559397],"domain_scores_gemma":[0.99546844,0.0006113167,0.00069716404,0.001755611,0.00012318332,0.0013443015],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013398805,0.0019392883,0.0018616843,0.00076677033,0.0022633432,0.00068761595,0.001905853,0.00089305727,0.017738009],"category_scores_gemma":[0.0002768461,0.0018101193,0.000916985,0.002936739,0.0011245135,0.001151487,0.0010902741,0.0014752058,0.046211794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039626798,0.00048301555,0.6478386,0.0008552222,0.00074999704,0.00084944424,0.00221679,0.0013351722,0.00027541866,0.00031211655,0.22567385,0.11901411],"study_design_scores_gemma":[0.0021628127,0.0011329097,0.5961977,0.00029954847,0.00040030258,0.000098865436,0.0030934606,0.00705139,0.0007424361,0.0017685792,0.38458937,0.0024625957],"about_ca_topic_score_codex":0.005539876,"about_ca_topic_score_gemma":0.0043420037,"teacher_disagreement_score":0.15891552,"about_ca_system_score_codex":0.00019853115,"about_ca_system_score_gemma":0.00033193344,"threshold_uncertainty_score":0.99933505},"labels":[],"label_agreement":null},{"id":"W4367610190","doi":"10.24852/2411-7374.2023.1.21.27","title":"ПРОСТРАНСТВЕННОЕ РАСПРЕДЕЛЕНИЕ ЦИАНОБАКТЕРИЙ В ФИТОПЛАНКТОНЕ РЕКИ КАЗАНКА","year":2023,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biology","score_opus":0.02763176312846976,"score_gpt":0.20021805480868976,"score_spread":0.17258629168022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367610190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77028054,0.021277566,0.0004882168,0.011545082,0.010588931,0.002815985,0.0025660398,0.0020864862,0.17835116],"genre_scores_gemma":[0.9208847,0.008746674,0.0005564462,0.0019662406,0.002143213,0.000049069793,0.0012740371,0.00013339003,0.0642462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903112,0.00048240615,0.0016900164,0.002148884,0.0021136082,0.0032538984],"domain_scores_gemma":[0.99565375,0.0009691324,0.00060431217,0.0015303374,0.00007529968,0.001167165],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0016571862,0.0015466992,0.0016286158,0.0006134331,0.002101225,0.00046819993,0.0016076823,0.00077654416,0.030794846],"category_scores_gemma":[0.0003313175,0.0014165917,0.000785604,0.0026368105,0.0014036148,0.00088072615,0.0006273609,0.0011937534,0.13123436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033331563,0.00042889122,0.48703036,0.0005292904,0.0009935237,0.0010517278,0.006093981,0.0037032238,0.00024552798,0.0008881021,0.37677106,0.121930994],"study_design_scores_gemma":[0.0022241464,0.0010139705,0.5411319,0.000365357,0.00049216236,0.00011356749,0.00777132,0.013796059,0.00038034728,0.0027749047,0.42720076,0.0027354679],"about_ca_topic_score_codex":0.0035494699,"about_ca_topic_score_gemma":0.0012855987,"teacher_disagreement_score":0.1506042,"about_ca_system_score_codex":0.00013988392,"about_ca_system_score_gemma":0.00024608427,"threshold_uncertainty_score":0.99972814},"labels":[],"label_agreement":null},{"id":"W4385312044","doi":"10.24852/2411-7374.2023.2.38.44","title":"ИСПОЛЬЗОВАНИЕ ИНДЕКСОВ ЗАГРЯЗНЕННОСТИ ВОДЫ ДЛЯ ОЦЕНКИ МНОГОЛЕТНЕЙ ИЗМЕНЧИВОСТИ СОСТОЯНИЯ ВИСЛИНСКОГО ЗАЛИВА","year":2023,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Eutrophication; Oceanography; Environmental science; Water quality; Estuary; Fishery; Ecology; Biology; Geology; Nutrient","score_opus":0.02763176312846976,"score_gpt":0.20021805480868976,"score_spread":0.17258629168022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385312044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7417381,0.02324415,0.00045939395,0.014822436,0.011100791,0.0035931866,0.003230062,0.0024069666,0.19940491],"genre_scores_gemma":[0.9181323,0.011245505,0.0008458216,0.0024273898,0.0026624305,0.00007506829,0.0017038236,0.00019825663,0.062709406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9871073,0.0007269009,0.0022833098,0.0028348695,0.0028262113,0.004221429],"domain_scores_gemma":[0.99406165,0.001298912,0.0008522417,0.0020668043,0.00011518255,0.001605234],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002183636,0.002141885,0.002215842,0.00080667,0.0026828714,0.0006385742,0.0022019267,0.001099045,0.036271825],"category_scores_gemma":[0.00043288607,0.0019877919,0.0010961856,0.0025245291,0.0017929594,0.0012143318,0.0009116827,0.0017425198,0.12847735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055513234,0.00069576624,0.40041178,0.0007292573,0.0015605586,0.0015340626,0.008335882,0.0052101063,0.0004465602,0.00086565217,0.39350277,0.18615247],"study_design_scores_gemma":[0.0036467032,0.0014721974,0.529517,0.00060446374,0.0008184935,0.00019095183,0.01004872,0.01987917,0.000652032,0.0043654907,0.42457953,0.00422525],"about_ca_topic_score_codex":0.006642521,"about_ca_topic_score_gemma":0.0027962124,"teacher_disagreement_score":0.18192723,"about_ca_system_score_codex":0.00022495889,"about_ca_system_score_gemma":0.0003251737,"threshold_uncertainty_score":0.99997234},"labels":[],"label_agreement":null}]}