{"meta":{"query_hash":"b647ceb2afe9","filters":{"topic":"Sustainable Development and Environmental Management"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/b647ceb2afe9","api":"https://metacan.xera.ac/api/v1/cohort?topic=Sustainable+Development+and+Environmental+Management"},"results":[{"id":"W1011754416","doi":"","title":"Toronto : zero odpadów i co z tego wyszło","year":2012,"lang":"pl","type":"article","venue":"AURA - Tidsskrift for akademiske studier av nyreligiøsitet","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.014045027607014487,"score_gpt":0.2706665797445054,"score_spread":0.25662155213749094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1011754416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.523206,0.05022886,0.005026761,0.005018542,0.009987163,0.013187791,0.0007879691,0.0009654227,0.39159152],"genre_scores_gemma":[0.9330479,0.006450425,0.0021731418,0.0020576161,0.00097352924,0.00052169914,0.00032227061,0.0002554551,0.054197945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99112284,0.00019788744,0.0014908382,0.0017256005,0.0015807016,0.003882149],"domain_scores_gemma":[0.996492,0.00041432577,0.00057985075,0.0013391037,0.00004338749,0.0011312846],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0019693773,0.0015174404,0.0012494511,0.00013213634,0.0015517217,0.00020786162,0.0013837346,0.0006241717,0.0065363334],"category_scores_gemma":[0.00018814155,0.0015102933,0.00066114333,0.000490691,0.0007266074,0.0019365391,0.0018184717,0.00062407844,0.004828614],"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":[0.0003479697,0.0016037235,0.2942158,0.00048495154,0.0012772795,0.00003303091,0.0114609385,0.00027763474,0.0011450086,0.0014535113,0.66029286,0.027407255],"study_design_scores_gemma":[0.0025789426,0.00046828497,0.1425533,0.00010823665,0.00064355484,0.000015462296,0.008052242,0.00018022765,0.0012662637,0.0005520725,0.8415239,0.0020575162],"about_ca_topic_score_codex":0.0017326198,"about_ca_topic_score_gemma":0.00015494795,"teacher_disagreement_score":0.40984192,"about_ca_system_score_codex":0.0034888985,"about_ca_system_score_gemma":0.000061058345,"threshold_uncertainty_score":0.99975747},"labels":[],"label_agreement":null},{"id":"W1168260391","doi":"","title":"Classifying occupational threats posed to knowledge workers as a response to one of the social aspects of sustainable development concerning occupational health and safety","year":2014,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Environmental health; Sustainable development; Business; Political science; Medicine; Law","score_opus":0.024705171502732992,"score_gpt":0.26866612996849837,"score_spread":0.24396095846576538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1168260391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930826,0.0021928668,0.000217551,0.0011923276,0.000022840954,0.0006350504,0.0000043986693,0.0000019410002,0.0026504179],"genre_scores_gemma":[0.9908089,0.0053110803,0.0026410292,0.0006861353,0.000008107535,0.000028876275,0.000004512882,0.000007018158,0.00050432386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99901545,0.00006367225,0.00043071882,0.00021420821,0.0000854089,0.00019055011],"domain_scores_gemma":[0.9994727,0.000071088034,0.0002796311,0.00011150376,0.000014026863,0.000051054536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010252934,0.00010104203,0.00028754427,0.000035012275,0.0001846226,0.0000064513697,0.00012690574,0.000022157892,0.00004817104],"category_scores_gemma":[0.000080527454,0.00009165211,0.000031602918,0.0001534443,0.00010295608,0.00006974676,0.00038976295,0.000036236135,0.000007002784],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030299167,0.0004549423,0.2671776,0.0077629252,0.00015249409,0.0000016843974,0.016052496,0.003714241,0.00025748694,0.15066583,0.0019988846,0.54873145],"study_design_scores_gemma":[0.0003440824,0.00010714434,0.9037065,0.0009117749,0.0000071345107,6.0357263e-7,0.0005898814,0.000078840916,0.00013949837,0.00059530145,0.093386784,0.00013246214],"about_ca_topic_score_codex":0.000050242008,"about_ca_topic_score_gemma":0.000024239813,"teacher_disagreement_score":0.63652885,"about_ca_system_score_codex":0.00033347885,"about_ca_system_score_gemma":0.00015915748,"threshold_uncertainty_score":0.37374645},"labels":[],"label_agreement":null},{"id":"W1487759707","doi":"","title":"Edukacja ekologiczna. Wybrane problemy","year":2015,"lang":"pl","type":"book","venue":"CeON Repository (Centre for Evaluation in Education and Science)","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":4,"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":"Geology","score_opus":0.016111605260212478,"score_gpt":0.27146094805059506,"score_spread":0.25534934279038257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487759707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3693526,0.0030300866,0.00007954229,0.004955894,0.012156917,0.01323724,0.0000253631,0.00010157764,0.5970608],"genre_scores_gemma":[0.44178975,0.00040240807,0.0018204737,0.00078102126,0.00042153176,0.0008125057,0.00040822162,0.0000644727,0.55349964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99411505,0.00024318656,0.00096872763,0.0016143322,0.0022109367,0.0008477346],"domain_scores_gemma":[0.9979886,0.0000984308,0.0006082142,0.00056549686,0.00026073473,0.0004785498],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050595244,0.00054305687,0.0004374639,0.00057927106,0.0009072284,0.0004352685,0.0007093421,0.00029312668,0.0014685926],"category_scores_gemma":[0.00030318464,0.00054280995,0.000097825825,0.0007478936,0.0015177315,0.00092912605,0.00044131058,0.00027262288,0.00023164308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038495567,0.0046054265,0.13355023,0.0013049247,0.00012740075,0.000016907643,0.03417738,0.007947928,0.0033662815,0.00829419,0.3473791,0.4588453],"study_design_scores_gemma":[0.0044985735,0.00047537137,0.21351738,0.000627148,0.00051355147,0.00004797707,0.04412493,0.022244815,0.0010252626,0.016045546,0.6945919,0.0022875378],"about_ca_topic_score_codex":0.00012547625,"about_ca_topic_score_gemma":0.000039270388,"teacher_disagreement_score":0.45655775,"about_ca_system_score_codex":0.008270442,"about_ca_system_score_gemma":0.0033692345,"threshold_uncertainty_score":0.99970233},"labels":[],"label_agreement":null},{"id":"W1960834894","doi":"10.24917/48","title":"Założenia koncepcji ekologicznego śladu i przykłady obliczeń dla dużych miast","year":2010,"lang":"pl","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis Studia Geographica","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":3,"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":"Ecological footprint; Per capita; Geography; Population; Environmental protection; Economy; Sustainable development; Ecology; Economics; Demography; Sociology","score_opus":0.009761471513249574,"score_gpt":0.21955796625609159,"score_spread":0.209796494742842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960834894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197246,0.0013543908,0.00015589637,0.0068402397,0.0015763838,0.0019645144,0.00022163038,0.0003200845,0.06784227],"genre_scores_gemma":[0.97488695,0.00821929,0.0042563854,0.0017328111,0.00020525459,0.00006768783,0.00020482004,0.00010926943,0.010317529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912312,0.0004815121,0.0011170529,0.0026981188,0.0018661795,0.0026059395],"domain_scores_gemma":[0.995896,0.000553475,0.0007998622,0.0015654746,0.00015225215,0.0010329613],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0011056763,0.0015204325,0.0012313835,0.0009680045,0.0025682244,0.00036901116,0.0021132624,0.00075123436,0.015538878],"category_scores_gemma":[0.00022161483,0.0015324566,0.00082764565,0.003356986,0.0032253708,0.001284985,0.0031252445,0.0016127488,0.0044351406],"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":[0.0005551029,0.0033710892,0.7729911,0.00028433272,0.0019807478,0.0032544339,0.011460844,0.0005103557,0.006838859,0.006570108,0.09749113,0.094691895],"study_design_scores_gemma":[0.0016418877,0.00065693347,0.6452436,0.000061985294,0.0005203472,0.000038846665,0.022749908,0.000092115384,0.0000891453,0.0006416011,0.32658994,0.0016736942],"about_ca_topic_score_codex":0.00084374787,"about_ca_topic_score_gemma":0.0016079184,"teacher_disagreement_score":0.22909883,"about_ca_system_score_codex":0.00044316569,"about_ca_system_score_gemma":0.0001353166,"threshold_uncertainty_score":0.9997544},"labels":[],"label_agreement":null},{"id":"W2113252436","doi":"10.5539/ass.v11n8p181","title":"The Mechanism of the State Regulation of Sustainable Development of Rural Areas","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Modernization theory; Economic growth; Agriculture; Business; State (computer science); Rural area; Rural economics; Agricultural productivity; Food security; Social security; Mechanism (biology); Rural sociology; Rural development; Development economics; Economics; Political science; Geography; Market economy","score_opus":0.006989254787630855,"score_gpt":0.2029351104688167,"score_spread":0.19594585568118586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113252436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8965839,0.000008650444,0.00043010747,0.0003259735,0.00010455568,0.00038425924,6.8557466e-7,0.0000068290524,0.10215502],"genre_scores_gemma":[0.9963206,0.0000019640709,0.00044136465,0.00001548972,0.0000055371474,0.000011257728,5.595277e-7,0.000004460578,0.003198735],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982306,0.000042916945,0.00029610138,0.00012727489,0.0009714061,0.00033170285],"domain_scores_gemma":[0.99943435,0.000014107637,0.00026887728,0.0001879222,0.00003805388,0.000056704022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013955036,0.0000846831,0.00010346349,0.00003116675,0.00052094174,0.000018347248,0.00066241046,0.000022182297,0.000051326497],"category_scores_gemma":[0.000062142986,0.000054149565,0.000036160516,0.0008231604,0.0012893256,0.00025443448,0.00078637473,0.00004317041,0.000007727982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018110353,0.00041382626,0.052941438,0.00010555204,0.00006715496,0.000004135921,0.16928734,0.0005368628,0.04988021,0.2616584,0.0023399848,0.462584],"study_design_scores_gemma":[0.00024948205,0.000032687836,0.81398374,0.000009730016,0.000007870655,4.2614823e-7,0.091000356,0.000041139687,0.05515852,0.035881955,0.0035134638,0.00012062181],"about_ca_topic_score_codex":0.00018749616,"about_ca_topic_score_gemma":0.000029162986,"teacher_disagreement_score":0.7610423,"about_ca_system_score_codex":0.00052693073,"about_ca_system_score_gemma":0.00014398815,"threshold_uncertainty_score":0.47505742},"labels":[],"label_agreement":null},{"id":"W2918854923","doi":"","title":"The Skownan First Nation Model for sustainable development and Aboriginal stewardship","year":2005,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Sustainable development; Environmental planning; Geography; Environmental resource management; Political science; Environmental ethics; Environmental science; Philosophy","score_opus":0.010317690693790602,"score_gpt":0.19084377680611203,"score_spread":0.18052608611232143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918854923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97538304,0.00014758552,0.0012083671,0.0008166686,0.00010046138,0.0011437102,0.000004108488,0.00003703103,0.02115902],"genre_scores_gemma":[0.6676211,0.0011039102,0.012774605,0.000052380266,0.000058302936,0.000031538966,0.0003987373,0.0000658198,0.3178936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998663,0.000016967457,0.00013438125,0.00037051277,0.0004074848,0.00040762685],"domain_scores_gemma":[0.9994487,0.000048492224,0.00021200613,0.00018411897,0.000029790514,0.00007686507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034422494,0.0002281535,0.0001828461,0.00008585993,0.0012464047,0.000055198085,0.00036891623,0.0001340622,0.000026232296],"category_scores_gemma":[0.000011748247,0.00024005241,0.00006047542,0.00013830264,0.00012668692,0.00032441737,0.00016296528,0.000115222996,0.000033652912],"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":[0.006114449,0.0017933424,0.22363447,0.007872916,0.0016967512,0.00036299552,0.08154111,0.0943967,0.00032346655,0.04977804,0.23898137,0.2935044],"study_design_scores_gemma":[0.00080338726,0.00006120493,0.23712589,0.00005033344,0.00011018065,7.6761745e-7,0.16960044,0.013044366,0.00012461306,0.00060911867,0.5779703,0.0004993441],"about_ca_topic_score_codex":0.0007978255,"about_ca_topic_score_gemma":0.28370994,"teacher_disagreement_score":0.338989,"about_ca_system_score_codex":0.0010377332,"about_ca_system_score_gemma":0.00006609682,"threshold_uncertainty_score":0.9789053},"labels":[],"label_agreement":null},{"id":"W2974997724","doi":"","title":"W trosce o czyste środowisko : wysokoefektywne rozwiązania i produkty Alfa Laval dla gospodarki osadami","year":2016,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.004849352272827214,"score_gpt":0.18362699640093766,"score_spread":0.17877764412811045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974997724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92622226,0.0018375452,0.0019627085,0.025530582,0.004357187,0.004590434,0.00075572525,0.0007113605,0.034032203],"genre_scores_gemma":[0.9313705,0.0021500213,0.0010696244,0.0012148531,0.00025981897,0.00023095566,0.00010084258,0.00021762581,0.063385755],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99141604,0.0002876948,0.0011314435,0.002298759,0.0019686779,0.0028973904],"domain_scores_gemma":[0.9966193,0.00015143042,0.0005751549,0.0017960271,0.000034657773,0.0008234339],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011263837,0.0012597918,0.00089573226,0.00023056807,0.00086690823,0.00029202492,0.0016656499,0.000395991,0.010574362],"category_scores_gemma":[0.00015832193,0.0009948219,0.0003336719,0.0008942249,0.00096618617,0.0025351506,0.0026115717,0.0004338951,0.018832808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000733118,0.00158105,0.6435477,0.00043733994,0.0005594593,0.0007765662,0.0014316166,0.00011961721,0.027797565,0.0026493154,0.19425583,0.12611078],"study_design_scores_gemma":[0.0030004226,0.0004678774,0.3386254,0.00031631783,0.00020649222,0.000027802858,0.0020962802,0.000093132374,0.013765832,0.00077632605,0.6387623,0.0018617838],"about_ca_topic_score_codex":0.0007937843,"about_ca_topic_score_gemma":0.00029087704,"teacher_disagreement_score":0.4445065,"about_ca_system_score_codex":0.002382393,"about_ca_system_score_gemma":0.00013638749,"threshold_uncertainty_score":0.99925023},"labels":[],"label_agreement":null},{"id":"W3093066508","doi":"","title":"Przenoszenie powietrzem trwałych zanieczyszczeń organicznych na dalekie odległości – nowe znaczenie problemu w czasie pandemii SARS-CoV-2","year":2020,"lang":"pl","type":"article","venue":"Technologia Wody","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Theology; Philosophy","score_opus":0.02670362174762345,"score_gpt":0.22445928183476713,"score_spread":0.19775566008714368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093066508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93850857,0.0013018333,0.0014106297,0.01949087,0.0009154601,0.004758015,0.000102270285,0.0029627543,0.030549578],"genre_scores_gemma":[0.9853069,0.0010846393,0.003673907,0.0042831725,0.00017312424,0.0002589079,0.00011221339,0.00026982473,0.0048372983],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99070364,0.00016863979,0.0016046526,0.0029844479,0.0017432071,0.0027954392],"domain_scores_gemma":[0.9969017,0.00010701605,0.00070361263,0.0017668816,0.000036553814,0.0004842442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008215727,0.0016315812,0.0012747342,0.00035135704,0.0009298422,0.00037419455,0.003441118,0.0012757247,0.006185603],"category_scores_gemma":[0.00034414523,0.0016310039,0.0003747419,0.0032024127,0.0013840388,0.00094846985,0.005290821,0.0018213441,0.018173533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007730506,0.003556298,0.17120478,0.0014123712,0.0012926509,0.00255061,0.0065635126,0.00083815487,0.4982773,0.0029400673,0.18645422,0.12413696],"study_design_scores_gemma":[0.008333238,0.0041062706,0.06372129,0.0004669941,0.0009410433,0.00014801613,0.014651939,0.0055128494,0.36154863,0.0039582155,0.5289749,0.0076366193],"about_ca_topic_score_codex":0.00026987147,"about_ca_topic_score_gemma":0.00007702553,"teacher_disagreement_score":0.34252065,"about_ca_system_score_codex":0.002109366,"about_ca_system_score_gemma":0.0001220512,"threshold_uncertainty_score":0.99964315},"labels":[],"label_agreement":null},{"id":"W3115443820","doi":"10.5604/01.3001.0014.4281","title":"ESTIMATES OF SOCIAL MINIMUM BASKETS FOR THE FIRST QUARTER OF 2020","year":2020,"lang":"en","type":"article","venue":"Polityka Społeczna","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Pandemic; Economics; Business; Demographic economics; Geography; Medicine","score_opus":0.009908469161138519,"score_gpt":0.21185963739302668,"score_spread":0.20195116823188816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115443820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424456,0.000071579845,0.0011665866,0.03395091,0.00015109363,0.0011712746,0.000048637634,0.00004187269,0.020952439],"genre_scores_gemma":[0.99817544,0.000008462788,0.0006679776,0.0008155556,0.000042381584,0.000039255014,0.000007756574,0.000011596035,0.00023159041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990467,0.000010561013,0.0002571946,0.00020002869,0.00022997156,0.00025556432],"domain_scores_gemma":[0.99959344,0.00010097788,0.00011694589,0.00012988209,0.0000044559943,0.00005431697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001451277,0.00012176009,0.00017351439,0.000011514082,0.0001306634,0.000009442366,0.00030914825,0.000034651715,0.0016776359],"category_scores_gemma":[0.00003546104,0.000093878254,0.00009647277,0.00014832613,0.0002545368,0.000086587206,0.00024958953,0.000044340868,0.00007524718],"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":[0.0008742147,0.00075128215,0.68351805,0.0012775532,0.00041929854,0.000013845832,0.031718682,0.0021704813,0.00456092,0.004975094,0.2391024,0.030618181],"study_design_scores_gemma":[0.0008329333,0.00017710797,0.8663153,0.000008615139,0.000090870366,6.166951e-7,0.003376653,0.0045665577,0.00448465,0.0016112382,0.1182794,0.00025604453],"about_ca_topic_score_codex":0.00011669033,"about_ca_topic_score_gemma":0.00001924016,"teacher_disagreement_score":0.18279725,"about_ca_system_score_codex":0.00007219692,"about_ca_system_score_gemma":0.000006229226,"threshold_uncertainty_score":0.999235},"labels":[],"label_agreement":null},{"id":"W4309090050","doi":"10.3390/su142114373","title":"Innovative Ecological Transformations in the Management of Municipal Real Estate","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residence; Quarter (Canadian coin); Geography; Real estate; Business; Order (exchange); Quality (philosophy); Questionnaire; Population; Environmental planning; Environmental resource management; Ecology; Sociology; Environmental science; Social science","score_opus":0.008327613082021516,"score_gpt":0.23754179189915808,"score_spread":0.22921417881713657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309090050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92773324,0.0000015617976,0.00004747334,0.0011798886,0.000027247102,0.0010122511,0.0000046140112,0.000014101294,0.069979616],"genre_scores_gemma":[0.9985824,0.000049024176,0.00029088248,0.00010975303,0.0000018002875,0.0005720709,0.000019146635,0.0000048331954,0.00037008015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983884,0.00025885738,0.0003345868,0.00023695374,0.00044700946,0.00033420514],"domain_scores_gemma":[0.9995447,0.00005228595,0.00006869912,0.0003005161,0.000010941534,0.000022874807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015366711,0.00011122211,0.00011521589,0.000055731478,0.0002820287,0.000009662974,0.00047761717,0.000018002453,0.0019106626],"category_scores_gemma":[0.000013510118,0.00008843312,0.00003935588,0.0011579114,0.00024633916,0.00014797352,0.0007142235,0.00014427824,0.000007928508],"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":[0.00036055662,0.003886022,0.5777709,0.00039479928,0.0000884073,0.00041186996,0.090307295,0.13813934,0.0000239819,0.02806569,0.001136222,0.15941492],"study_design_scores_gemma":[0.00035532456,0.00011854791,0.8473071,7.0976523e-7,0.000009251922,0.0000014501989,0.1319212,0.00052759104,0.000005902009,0.0074363127,0.012209899,0.0001067429],"about_ca_topic_score_codex":0.0008740376,"about_ca_topic_score_gemma":0.00010082431,"teacher_disagreement_score":0.26953617,"about_ca_system_score_codex":0.0023217855,"about_ca_system_score_gemma":0.000020904532,"threshold_uncertainty_score":0.99900174},"labels":[],"label_agreement":null},{"id":"W4385535023","doi":"10.22630/prs.2015.15.4.69","title":"Environmental Awareness of Rural Population in the Light of the Authors' Research","year":2015,"lang":"en","type":"article","venue":"Zeszyty Naukowe SGGW w Warszawie - Problemy Rolnictwa Światowego","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":3,"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":"Environmentally friendly; Quarter (Canadian coin); Value (mathematics); Rural area; Geography; Population; Rural population; Socioeconomics; Sociology; Political science; Ecology; Demography","score_opus":0.03258468657358745,"score_gpt":0.2752679419559831,"score_spread":0.24268325538239563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385535023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860877,0.00024179791,0.000027135087,0.0018783642,0.00025191606,0.0016083226,0.000013440063,0.000024449584,0.009866921],"genre_scores_gemma":[0.9981452,0.000060813087,0.00023329518,0.0001316076,0.000036709433,0.00015147755,0.00003435341,0.00003792125,0.0011686115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947619,0.00077268365,0.0009288984,0.00047542216,0.0022209766,0.0008401619],"domain_scores_gemma":[0.9983649,0.00011261784,0.0003652289,0.0009940572,0.000015939035,0.00014722908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004055473,0.0003431385,0.00039174187,0.0001816042,0.00030447182,0.000045333854,0.0016200705,0.00018875592,0.00054242264],"category_scores_gemma":[0.00012056341,0.00022554923,0.00016992791,0.0012106834,0.00054827315,0.0004934541,0.001537058,0.00052510056,0.00014804212],"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":[0.00013848943,0.00072248746,0.9723193,0.00006853364,0.000037333284,0.000010117768,0.009703044,0.003751076,0.0022629902,0.000962224,0.0057680164,0.0042563598],"study_design_scores_gemma":[0.0015684911,0.00024672278,0.9461982,0.000102803024,0.000044186167,0.000012355706,0.01586275,0.00047864136,0.0034334876,0.009689274,0.021926286,0.0004367992],"about_ca_topic_score_codex":0.0016163816,"about_ca_topic_score_gemma":0.00024127841,"teacher_disagreement_score":0.026121126,"about_ca_system_score_codex":0.000875598,"about_ca_system_score_gemma":0.00005169536,"threshold_uncertainty_score":0.9197631},"labels":[],"label_agreement":null},{"id":"W4400209718","doi":"10.35784/preko.5808","title":"Valorising Agricultural Residues into Pellets in a Sustainable Circular Bioeconomy","year":2024,"lang":"en","type":"article","venue":"Problemy Ekorozwoju","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":4,"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":"Humanities; Art","score_opus":0.004645344692825599,"score_gpt":0.19580814009520167,"score_spread":0.19116279540237607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400209718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85794204,0.0012458737,0.00035023363,0.0028398207,0.00021751461,0.0010773588,7.64074e-7,0.00024420774,0.13608219],"genre_scores_gemma":[0.97939754,0.00012531866,0.0015954474,0.00020562102,0.000049533694,0.00017648282,0.000019776451,0.000032693693,0.018397612],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782676,0.000054793978,0.00036530304,0.0006796226,0.00031712672,0.00075640396],"domain_scores_gemma":[0.9995824,0.000035408582,0.00004258926,0.0002218531,0.0000047729177,0.000112970476],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056024373,0.000276278,0.00019965901,0.0001677699,0.00019169234,0.00026086593,0.00031107324,0.00008278149,0.002416869],"category_scores_gemma":[0.000017510418,0.00024065828,0.00007962645,0.00067486835,0.000128224,0.0008890616,0.0006351172,0.00020543646,0.0019111288],"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":[0.0001705775,0.0011906192,0.5797557,0.0052613704,0.0004525957,0.006237086,0.055574678,0.025509676,0.017915677,0.03516114,0.13229348,0.14047737],"study_design_scores_gemma":[0.0006990485,0.00010999389,0.22913201,0.00019655762,0.00004772799,0.000022896278,0.016797893,0.0012374879,0.0021604064,0.040307604,0.7081007,0.0011876721],"about_ca_topic_score_codex":0.0014833165,"about_ca_topic_score_gemma":0.000137917,"teacher_disagreement_score":0.5758072,"about_ca_system_score_codex":0.0016010996,"about_ca_system_score_gemma":0.000021409915,"threshold_uncertainty_score":0.998866},"labels":[],"label_agreement":null},{"id":"W4405048873","doi":"10.31261/zpppips.2024.22.08","title":"Transformacje na rynku pracy – aktualne problemy oraz propozycje rozwiązań","year":2024,"lang":"pl","type":"article","venue":"Z Problematyki Prawa Pracy i Polityki Socjalnej","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Labour Organization; Government of Canada","keywords":"Political science; Physics","score_opus":0.01004187124189878,"score_gpt":0.25199009840968983,"score_spread":0.24194822716779105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405048873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2412276,0.024375675,0.015379748,0.11772456,0.0111781275,0.049187213,0.0013586866,0.008027078,0.5315413],"genre_scores_gemma":[0.90815145,0.0032293834,0.00438207,0.0019054057,0.000582561,0.00156735,0.0005676305,0.00054477673,0.07906938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9836783,0.00097468024,0.0033215967,0.0038983147,0.0034076488,0.004719471],"domain_scores_gemma":[0.9950477,0.00048619052,0.00085905474,0.0021108685,0.00008242191,0.0014137519],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0048754932,0.0025410606,0.0016986176,0.0008085228,0.0018482608,0.002607704,0.002444662,0.0009920538,0.015598944],"category_scores_gemma":[0.00025583012,0.0024298471,0.0009344966,0.0028938844,0.001911297,0.006765442,0.0025138212,0.002540165,0.021660555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013329458,0.011213571,0.022683276,0.042118106,0.005802481,0.005693851,0.09746414,0.004348465,0.009233316,0.14362307,0.23233524,0.42415154],"study_design_scores_gemma":[0.003274382,0.0012845458,0.007822607,0.0023953095,0.0013609859,0.000462963,0.01240173,0.007407394,0.003598638,0.019011524,0.9357754,0.0052045495],"about_ca_topic_score_codex":0.0015391415,"about_ca_topic_score_gemma":0.00014954706,"teacher_disagreement_score":0.7034401,"about_ca_system_score_codex":0.0049982183,"about_ca_system_score_gemma":0.00092643616,"threshold_uncertainty_score":0.999761},"labels":[],"label_agreement":null},{"id":"W6943109086","doi":"10.15468/dl.8q3cum","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","score_opus":0.0070022598029616705,"score_gpt":0.18428130128180883,"score_spread":0.17727904147884715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6943109086","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008570451,0.000015671047,0.00000158712,0.00018866768,0.0005717584,0.000368635,0.99654245,0.00009248897,0.0013616855],"genre_scores_gemma":[0.000021841373,0.00009023381,0.0000021908984,0.0006012895,9.4431846e-7,0.000009757042,0.9992714,2.1416216e-8,0.0000023345017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983254,0.000029538718,0.00031647668,0.00032463923,0.0006387019,0.00036526108],"domain_scores_gemma":[0.99931824,0.000007117256,0.00012655856,0.00039328012,0.00000897064,0.00014584669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023336381,0.00031093898,0.00018899456,0.000055416964,0.00021714414,0.00017756608,0.0005251882,0.00021022421,0.028422125],"category_scores_gemma":[0.000026432237,0.00030763564,0.000115651346,0.00036769378,0.00023348491,0.00089888327,0.0015604172,0.00023653562,0.9153493],"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":[0.000017164339,0.000029679552,0.0033465666,0.00014014414,0.000025671327,0.000011660223,0.000044168624,0.00006431707,2.4931841e-8,2.5106191e-8,0.9935938,0.0027267411],"study_design_scores_gemma":[0.00014199849,0.000021412645,0.00066402304,0.0000022722227,0.000059431917,0.000002543736,0.00027069144,2.8787244e-7,0.0000010758641,0.000003940944,0.99849427,0.00033807312],"about_ca_topic_score_codex":0.00043930305,"about_ca_topic_score_gemma":0.000019245555,"teacher_disagreement_score":0.8869272,"about_ca_system_score_codex":0.0014449223,"about_ca_system_score_gemma":0.000022963359,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W7001782765","doi":"","title":"Les effets de la privation de sommeil dans l'orientation spatiale","year":2000,"lang":"fr","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Privation; Poison control; Sleep deprivation; Behavioral analysis","score_opus":0.0016056997948838167,"score_gpt":0.1445989341497654,"score_spread":0.1429932343548816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001782765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7549809,0.00012176485,0.0003340067,0.00066631124,0.00019824132,0.00032434828,0.00006261285,0.000009185341,0.2433026],"genre_scores_gemma":[0.95305425,0.00083779497,0.0025034377,0.00047250115,0.000056748017,0.00004395211,0.00019604954,0.000043827127,0.042791452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673873,0.00023851759,0.0004258131,0.00043814568,0.0016130256,0.0005457771],"domain_scores_gemma":[0.998967,0.0002623429,0.00027826152,0.0001961866,2.0268514e-7,0.00029600004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042934567,0.00037286265,0.00027200527,0.00003429901,0.00046128983,0.000056055367,0.0003155213,0.00011013916,0.0011583926],"category_scores_gemma":[0.000005471112,0.00042880356,0.000044540404,0.000121314304,0.00022131926,0.00048384932,0.0001487375,0.00023469917,6.721424e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010436063,0.00030389306,0.7787109,0.0009324831,0.00016717981,0.0002394179,0.0046057934,0.00952258,0.040890932,0.01808784,0.0009489989,0.14454637],"study_design_scores_gemma":[0.0006487605,0.00006252241,0.8861641,0.00017760885,0.000070166425,0.000005572687,0.016171182,0.0034559018,0.0682718,0.0011764178,0.023375956,0.00041995515],"about_ca_topic_score_codex":0.06105963,"about_ca_topic_score_gemma":0.07632662,"teacher_disagreement_score":0.20051116,"about_ca_system_score_codex":0.00024327445,"about_ca_system_score_gemma":0.0008754636,"threshold_uncertainty_score":0.99981636},"labels":[],"label_agreement":null},{"id":"W7044072117","doi":"","title":"Wybrane etyczno-filozoficzne aspekty ochrony środowiska","year":2015,"lang":"pl","type":"book","venue":"Jagiellonian University Repository (Jagiellonian University)","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contemporary philosophy; Agreement","score_opus":0.007662028178637049,"score_gpt":0.15154025004499516,"score_spread":0.14387822186635812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044072117","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038517024,0.00042391106,0.0005676449,0.0010810978,0.0026773543,0.0025762564,0.00025920285,0.0007285945,0.9531689],"genre_scores_gemma":[0.0984269,0.001437068,0.001023992,0.00030500902,0.0004828927,0.0000013646911,0.00038628047,0.00027115183,0.8976653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98753566,0.0011119677,0.0011796815,0.004275446,0.0028690533,0.003028202],"domain_scores_gemma":[0.9923369,0.0002733943,0.0015314388,0.003123733,0.00023590199,0.002498598],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00097221485,0.0026617963,0.0021573515,0.0019868673,0.0030067388,0.00051640416,0.0050223707,0.0021865268,0.006686102],"category_scores_gemma":[0.00005101874,0.0035915363,0.0013076925,0.0025397353,0.0032828806,0.0027416905,0.0056966143,0.0026656576,0.009043601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005975028,0.005221945,0.0612885,0.0024297033,0.007281103,0.15437952,0.01337935,0.017031781,0.004703676,0.010897964,0.6955763,0.021835105],"study_design_scores_gemma":[0.0045735314,0.0007448839,0.009318732,0.0004483984,0.0019742644,0.00021379531,0.010084936,0.0006755158,0.00048006445,0.00015064578,0.9673228,0.004012419],"about_ca_topic_score_codex":0.002886069,"about_ca_topic_score_gemma":0.0005695558,"teacher_disagreement_score":0.2717465,"about_ca_system_score_codex":0.022498509,"about_ca_system_score_gemma":0.0017482874,"threshold_uncertainty_score":0.9996352},"labels":[],"label_agreement":null},{"id":"W7099927706","doi":"","title":"Published by Canadian Center of Science and Education 141 Exploration of Schema in Business English Translation","year":2016,"lang":"en","type":"article","venue":"","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schema (genetic algorithms); Business English; Conceptual schema; Cognition; Business communication; Business information; Translation studies","score_opus":0.007089347422078255,"score_gpt":0.1843508538457853,"score_spread":0.17726150642370705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099927706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629923,0.000011650629,0.00024025638,0.0015813896,0.00008011413,0.00023055836,0.0000023964153,0.000004935263,0.034856386],"genre_scores_gemma":[0.9985382,0.00004205363,0.0008125971,0.000056011235,0.0000037405878,0.00001586846,0.000007526106,0.0000035114022,0.00052051665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992271,0.000010343853,0.00016896734,0.00018623394,0.0002527135,0.00015465546],"domain_scores_gemma":[0.9997458,0.000009045026,0.00004773682,0.00009913925,0.000029743334,0.00006854267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489366,0.00005873514,0.00006295522,0.00015840866,0.00003750859,0.000015585221,0.00010853014,0.00002296109,0.000614063],"category_scores_gemma":[0.00006953796,0.00004540124,0.0000055016308,0.0005647505,0.00032520568,0.0019475245,0.000045642108,0.000014250084,0.000004721226],"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":[0.000022305467,0.00025134083,0.7066075,0.000047049805,0.000003826803,3.23038e-7,0.002907674,0.000027339149,0.0694622,0.00097593,0.004680412,0.21501406],"study_design_scores_gemma":[0.00070417084,0.0000230267,0.95409817,0.000043374308,0.0000035898845,2.3029845e-7,0.0032868977,0.000052648018,0.022195982,0.0007410908,0.018683942,0.00016686249],"about_ca_topic_score_codex":0.01630365,"about_ca_topic_score_gemma":0.011271986,"teacher_disagreement_score":0.24749064,"about_ca_system_score_codex":0.00038363546,"about_ca_system_score_gemma":0.000073701776,"threshold_uncertainty_score":0.9902469},"labels":[],"label_agreement":null},{"id":"W885048440","doi":"","title":"Zbieranie odpadów w Toronto. Szukanie nowych rozwiązań.","year":2007,"lang":"pl","type":"article","venue":"Recykling","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics","score_opus":0.005921529630603899,"score_gpt":0.2229495381282075,"score_spread":0.2170280084976036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W885048440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7404909,0.0035854282,0.007910981,0.0008735915,0.0031168666,0.0014741778,0.000011435161,0.0002607332,0.24227585],"genre_scores_gemma":[0.950629,0.0021849226,0.0037302645,0.0010589163,0.00044944065,0.000019368596,0.000029915947,0.000103976585,0.04179419],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950121,0.00007986348,0.00090095034,0.0011185872,0.0010809386,0.0018075472],"domain_scores_gemma":[0.9983472,0.00015206338,0.00026520842,0.00072501466,0.000013188917,0.00049730216],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002169895,0.0006357558,0.00045714775,0.00008533126,0.00063909724,0.00018535704,0.0007641304,0.00024453315,0.017124716],"category_scores_gemma":[0.000062557905,0.00068215805,0.00021908298,0.00042685846,0.00023935428,0.0011870523,0.00096642424,0.00038525922,0.0070187454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050897006,0.0016482049,0.120315835,0.0005153258,0.00059631135,0.0017298724,0.0124124745,0.004942887,0.021373104,0.0015826062,0.018089864,0.81628454],"study_design_scores_gemma":[0.002001025,0.00030467176,0.3222683,0.00025258728,0.00021286667,0.000040246123,0.023814557,0.0016924433,0.0077456543,0.00045279047,0.63905436,0.0021605177],"about_ca_topic_score_codex":0.0019990911,"about_ca_topic_score_gemma":0.0011074939,"teacher_disagreement_score":0.81412405,"about_ca_system_score_codex":0.0048025805,"about_ca_system_score_gemma":0.000037329024,"threshold_uncertainty_score":0.999563},"labels":[],"label_agreement":null}]}