{"meta":{"query_hash":"c7bcbe11c65f","filters":{"venue":"Bulletin of Science and Practice"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/c7bcbe11c65f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bulletin+of+Science+and+Practice"},"results":[{"id":"W2914427950","doi":"10.33619/2414-2948/39/26","title":"The review of the water mist fire extinguishing technology","year":2019,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Fire dynamics and safety research","field":"Engineering","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":"Mist; Fire protection; Environmental science; Architectural engineering; Firefighting; Engineering; Environmental engineering; Waste management; Aeronautics; Forensic engineering; Civil engineering; Meteorology; Geography; Cartography","score_opus":0.006565652661798902,"score_gpt":0.250575909355345,"score_spread":0.24401025669354612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914427950","genre_codex":"commentary","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":[0.28257257,0.04865107,0.000017072538,0.38968801,0.0009070118,0.00096050097,0.000005511105,0.00006345073,0.2771348],"genre_scores_gemma":[0.9704469,0.027689733,0.00039152915,0.00044847053,0.000013838406,0.0000049564383,1.8866534e-7,0.000006869257,0.0009975259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931365,0.000028374123,0.00012934115,0.000083795916,0.0002936049,0.0001512066],"domain_scores_gemma":[0.9990885,0.00038033913,0.00004016599,0.00025533815,0.00021999223,0.000015663729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029079632,0.000039546307,0.000073456074,0.00001707654,0.0001564633,0.00002439187,0.000415165,0.000022504633,0.000056461035],"category_scores_gemma":[0.0025798157,0.000016950831,0.00001605042,0.00023491702,0.00053512875,0.000044610337,0.0001484828,0.00014581684,0.000020090245],"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":[0.00012964533,0.0001318376,0.0021348728,0.016439356,0.00012030933,0.000012882445,0.0026475424,0.0006655136,0.22758645,0.029199136,0.0658338,0.6550987],"study_design_scores_gemma":[0.000043497483,0.000020120153,0.00017529838,0.00054107496,0.000005663102,0.000024450512,0.0003082231,0.0015789305,0.0024509379,0.00007472198,0.9947368,0.000040313553],"about_ca_topic_score_codex":0.000028097684,"about_ca_topic_score_gemma":7.843194e-7,"teacher_disagreement_score":0.928903,"about_ca_system_score_codex":0.0000105705785,"about_ca_system_score_gemma":0.00003017683,"threshold_uncertainty_score":0.30884668},"labels":[],"label_agreement":null},{"id":"W2945962933","doi":"10.33619/2414-2948/42/26","title":"Laboratory Studies to Identify Listeria in Food Product","year":2019,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","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":"Listeria; Business; Listeria monocytogenes; Food safety; Food industry; Population; Production (economics); Food processing; Food products; Raw meat; Biotechnology; Product (mathematics); Environmental health; Food science; Biology; Medicine; Economics","score_opus":0.0774277096360986,"score_gpt":0.39800379763222593,"score_spread":0.32057608799612736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945962933","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":[0.98971194,0.0019280472,0.0000031730956,0.0041554486,0.00037196468,0.00024263018,0.000007157269,0.0000033193835,0.0035763106],"genre_scores_gemma":[0.99542457,0.00033048596,0.0023235418,0.0015793373,0.000060370927,0.000011643495,0.0000010709814,0.0000064105097,0.00026257022],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989631,0.00008668317,0.0001754165,0.0003927055,0.00021693691,0.00016514413],"domain_scores_gemma":[0.9990271,0.000068172696,0.00009786773,0.00033561816,0.0004210729,0.000050179475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021333324,0.00008131945,0.00011797287,0.000061365026,0.000050718332,0.000030647563,0.00024388322,0.000031846066,0.000015401192],"category_scores_gemma":[0.0036573224,0.000075343814,0.000011463294,0.00025987253,0.00034540612,0.0000138413925,0.00044837347,0.0000434986,0.000031721866],"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":[0.00024391185,0.00003660056,0.00096837163,0.000047631594,0.000015144009,0.000001362428,0.00037786036,0.00000747691,0.9947894,0.00010645768,0.0025582544,0.0008474953],"study_design_scores_gemma":[0.00022756668,0.000523508,0.005869881,0.0000262712,0.0000063217444,0.000016927015,0.0014229409,3.4126475e-7,0.3229663,0.000010486092,0.66881305,0.000116385076],"about_ca_topic_score_codex":0.0000151332415,"about_ca_topic_score_gemma":0.000006500455,"teacher_disagreement_score":0.67182314,"about_ca_system_score_codex":0.000017467544,"about_ca_system_score_gemma":0.00013785902,"threshold_uncertainty_score":0.43784207},"labels":[],"label_agreement":null},{"id":"W3043696485","doi":"10.33619/2414-2948/56/23","title":"Non-traditional Oils: Analysis of Regional Distribution and Reserves of Heavy Oil and Natural Bitumen","year":2020,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Asphalt; Oil reserves; Natural (archaeology); Distribution (mathematics); Environmental science; Nature reserve; Natural gas; Fossil fuel; Crude oil; Petroleum engineering; Petroleum; Geology; Waste management; Geography; Engineering; Archaeology; Mathematics; Paleontology","score_opus":0.035127699227145044,"score_gpt":0.3008502549684319,"score_spread":0.26572255574128684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043696485","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":[0.9618373,0.0006128937,0.000012522273,0.03330114,0.000014841437,0.000021886688,0.00003649738,0.0000038537087,0.004159049],"genre_scores_gemma":[0.99876136,0.0004737887,0.00046380787,0.00017924706,0.000014894433,0.0000020715106,0.000018774283,0.0000015964616,0.00008449192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987534,0.0001046609,0.00020818655,0.00024027353,0.00055136514,0.00014210012],"domain_scores_gemma":[0.998054,0.00091156224,0.00013415448,0.000100842415,0.0006850726,0.00011436661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014224024,0.000063014435,0.0001878198,0.000085525266,0.00013428557,0.000027454447,0.00013096766,0.000038202357,0.000049434828],"category_scores_gemma":[0.0052981116,0.00005445596,0.000028420536,0.0009920347,0.0018782069,0.0002162505,0.00011276356,0.000101937476,3.4173058e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.011901348,0.0014498396,0.019285515,0.002662029,0.001654339,0.000068601315,0.009294591,0.0047055786,0.085551016,0.7469872,0.014983513,0.10145643],"study_design_scores_gemma":[0.0029795093,0.002225096,0.3076953,0.00019608588,0.0012050798,0.00013510577,0.027338805,0.022762503,0.023472594,0.0052593555,0.6059606,0.0007699504],"about_ca_topic_score_codex":0.002482893,"about_ca_topic_score_gemma":0.000026147845,"teacher_disagreement_score":0.7417278,"about_ca_system_score_codex":0.000017368024,"about_ca_system_score_gemma":0.00014919513,"threshold_uncertainty_score":0.6920332},"labels":[],"label_agreement":null},{"id":"W3112097978","doi":"10.33619/2414-2948/60/41","title":"On Resocialization Convicts Women in Russia and Abroad","year":2020,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Criminal Justice and Corrections Analysis","field":"Social 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":"Resocialization; Imprisonment; Punishment (psychology); Political science; Criminology; Service (business); Law; Psychology; Business; Social psychology","score_opus":0.026300971713213127,"score_gpt":0.34152397525928896,"score_spread":0.31522300354607585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112097978","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":[0.84962475,0.00016409847,0.000040477265,0.04798361,0.000061688996,0.000100623445,9.884843e-7,0.000012805152,0.10201095],"genre_scores_gemma":[0.9957279,0.0008348019,0.00014945642,0.0030654313,0.00004032681,0.0000039927027,1.5315675e-7,0.0000017485631,0.00017618983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903035,0.00014122637,0.00010833254,0.0001779336,0.0003743122,0.00016786373],"domain_scores_gemma":[0.99898213,0.0006114593,0.00008716086,0.000044675955,0.00014678195,0.00012780805],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023825613,0.000040074803,0.00008582467,0.00008138812,0.0003892665,0.00008480881,0.000093849245,0.000028268474,0.00019249722],"category_scores_gemma":[0.009743568,0.000038949926,0.0000078428475,0.00074954535,0.00077740685,0.00016795375,0.000031460848,0.000067627494,0.000012987881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008263654,0.00027137093,0.0022180607,0.000088283894,0.000020913289,0.000025357513,0.72876287,0.00007824537,0.0017310682,0.11267615,0.010690779,0.14261052],"study_design_scores_gemma":[0.00016881674,0.00015507227,0.0015662576,0.000018382827,0.00003058049,0.0000015161179,0.5140882,0.00011431333,0.000045445395,0.00023538392,0.48349583,0.00008021521],"about_ca_topic_score_codex":0.0046392414,"about_ca_topic_score_gemma":0.0002045833,"teacher_disagreement_score":0.47280505,"about_ca_system_score_codex":0.000049728744,"about_ca_system_score_gemma":0.00016955244,"threshold_uncertainty_score":0.9985978},"labels":[],"label_agreement":null},{"id":"W4213013832","doi":"10.33619/2414-2948/75/27","title":"Analysis of the State of the Russian Economy and Prospects for its Development During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Economic and Technological Developments in Russia","field":"Social 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":"Pandemic; State (computer science); Quarter (Canadian coin); Russian economy; Coronavirus disease 2019 (COVID-19); Economy; Economic sector; Economic stability; World economy; Christian ministry; Economic recovery; Sustainable development; Economic security; National economy; Economics; Development economics; Economic system; Economic growth; Political science; Geography; Macroeconomics","score_opus":0.043202613225154764,"score_gpt":0.3142697494261874,"score_spread":0.2710671362010326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213013832","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":[0.94815964,0.0002010542,0.000016728116,0.03689267,0.00007577466,0.00054584345,0.000012066872,0.000008641145,0.014087591],"genre_scores_gemma":[0.9974335,0.00011626738,0.00042953275,0.0008686491,0.0000037053198,0.000042879892,1.1954364e-7,0.0000016431942,0.0011037374],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901015,0.0001421016,0.00024073217,0.00019028678,0.00026099876,0.00015575397],"domain_scores_gemma":[0.998411,0.00087988813,0.00045838382,0.00015088248,0.000056901936,0.00004292213],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050766906,0.000052616102,0.00012867937,0.00006603218,0.0018916294,0.00003068782,0.0006321132,0.000019008066,0.00010989614],"category_scores_gemma":[0.0026291336,0.000028292885,0.00003318568,0.0007234792,0.0018176475,0.000075343036,0.00045725628,0.0001024438,2.9460446e-7],"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":[0.00038734032,0.00033730452,0.4513052,0.00026362945,0.00078934093,0.0000015796265,0.10831309,0.0011767952,0.0013006639,0.4133014,0.0013131729,0.021510463],"study_design_scores_gemma":[0.00023355515,0.000026563368,0.12842496,0.0000070338424,0.00009548772,0.0000050061167,0.009997013,0.000040826035,0.0008361326,0.002840993,0.85739905,0.00009335399],"about_ca_topic_score_codex":0.0002214901,"about_ca_topic_score_gemma":0.00010207062,"teacher_disagreement_score":0.8560859,"about_ca_system_score_codex":0.00011962552,"about_ca_system_score_gemma":0.00066018925,"threshold_uncertainty_score":0.99940777},"labels":[],"label_agreement":null},{"id":"W4410424974","doi":"10.33619/2414-2948/114/26","title":"The Role of Educational Processes in the Prevention of Aseptic Necrosis of the Femoral Head","year":2025,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","topic":"Bone and Joint Diseases","field":"Medicine","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":"Femoral head; Aseptic necrosis; Head (geology); Medicine; Aseptic processing; Surgery; Geology","score_opus":0.01745424907381905,"score_gpt":0.33962948002379206,"score_spread":0.322175230949973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410424974","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":[0.8539601,0.0023126104,0.000002116999,0.10964632,0.000043173994,0.00032951345,0.0000038632757,0.0000010481981,0.03370126],"genre_scores_gemma":[0.9985065,0.00021386596,0.00020378629,0.0005050196,0.0000074357763,0.000008764127,3.5789512e-7,9.4790204e-7,0.0005533454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992704,0.000093501236,0.00018842575,0.00007600741,0.00030948222,0.000062205436],"domain_scores_gemma":[0.99768025,0.0015608738,0.0002102817,0.00015353254,0.00038283595,0.000012234701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015871901,0.000032562737,0.00008488973,0.00003811136,0.00009003797,0.000008736475,0.000144626,0.000012994053,0.000032355594],"category_scores_gemma":[0.008351917,0.000015814765,0.000024890871,0.0005254188,0.00085194607,0.000057911617,0.000036926274,0.00005192784,5.8758195e-7],"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":[0.0067648147,0.012710602,0.39501497,0.006942793,0.0002646954,0.0000022036068,0.020683894,0.00004606811,0.19285642,0.110029295,0.08364267,0.17104156],"study_design_scores_gemma":[0.0010791206,0.0005807025,0.6611877,0.0016731104,0.00043613763,0.00003287799,0.027357208,0.000037860045,0.07015476,0.011109173,0.22625993,0.000091388974],"about_ca_topic_score_codex":0.00029171264,"about_ca_topic_score_gemma":0.000021129885,"teacher_disagreement_score":0.26617277,"about_ca_system_score_codex":0.000005897336,"about_ca_system_score_gemma":0.00084148964,"threshold_uncertainty_score":0.99986285},"labels":[],"label_agreement":null}]}