{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2dbaba7d7ce6","filters":{"venue":"Vestnik Samarskogo iuridicheskogo instituta"}},"results":[{"id":"W4389568127","doi":"10.37523/sui.2023.56.5.019","title":"FORMS AND METHODS OF PATRIOTIC EDUCATION FORMATION OF PRISONERS AND WAYS OF THEIR IMPLEMENTATION","year":2023,"lang":"ru","type":"article","venue":"Vestnik Samarskogo iuridicheskogo instituta","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Patriotism; Ideology; Imprisonment; Law; Premise; Sociology; Quarter (Canadian coin); Political science; Criminology; Politics; History; Epistemology","authors":[{"name":"Rustam Bulatovich Zhalmurzin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05262462019260495,"gpt":0.3976274533360393,"spread":0.3450028331434344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002644533,0.0003183327,0.0007027552,0.0005203562,0.0003097951,0.0000498011,0.0003465947,0.0003983781,0.00003085343],"category_scores_gemma":[0.0008207842,0.0002970933,0.0001469549,0.001387276,0.001976848,0.0008446536,0.0002441383,0.0002989165,0.000003396718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969983,"about_ca_system_score_gemma":0.001007284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933328,"about_ca_topic_score_gemma":0.0002154283,"domain_scores_codex":[0.9966382,0.0004713913,0.001319749,0.000418258,0.0006023353,0.0005500468],"domain_scores_gemma":[0.9969324,0.001133066,0.001018396,0.0004002229,0.0003152134,0.0002006785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006393353,0.0002439452,0.01532297,0.002564227,0.000184927,0.000001604446,0.06329225,0.00003373803,0.009617754,0.752953,0.0005927824,0.1551289],"study_design_scores_gemma":[0.003906078,0.001600483,0.1285565,0.001720154,0.001204101,0.00002672241,0.3084041,0.01417117,0.08251173,0.4433158,0.01289081,0.001692297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861884,0.001017953,0.003796836,0.003258753,0.0006451826,0.001168032,0.0002110027,0.00006298686,0.003650913],"genre_scores_gemma":[0.988179,0.002853213,0.008405296,0.0002147102,0.0001199205,0.00003690887,0.000113313,0.00003062773,0.00004702131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3096372,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417114620","doi":"10.37523/sui.2025.65.4.021","title":"СРАВНИТЕЛЬНЫЙ АНАЛИЗ ФСИН РОССИИ И ЗАРУБЕЖНЫХ ПЕНИТЕНЦИАРНЫХ СИСТЕМ","year":2025,"lang":"ru","type":"article","venue":"Vestnik Samarskogo iuridicheskogo instituta","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Focus (optics); Key (lock); Service (business); Organizational structure; Qualitative comparative analysis; Christian ministry","authors":[{"name":"П.А. Паулов","is_ca":false},{"name":"А.О. Симагин","is_ca":false},{"name":"В.Д. Моисеенко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008862533462961843,"gpt":0.2237977618085729,"spread":0.214935228345611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001386677,0.001970717,0.002051154,0.002143933,0.001737127,0.002532163,0.002367836,0.001361446,0.003698364],"category_scores_gemma":[0.0006276989,0.001960468,0.0009710404,0.004483872,0.0009405575,0.00471995,0.0006533386,0.001751451,0.004153124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074174,"about_ca_system_score_gemma":0.001266445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670426,"about_ca_topic_score_gemma":0.001291191,"domain_scores_codex":[0.9907245,0.0001300127,0.002995099,0.002423547,0.001598731,0.002128085],"domain_scores_gemma":[0.9945368,0.0002377826,0.001497292,0.002440894,0.001051273,0.0002359278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008257244,0.001162304,0.1507637,0.008159758,0.002016639,0.0006786341,0.0008935244,0.0018292,0.0037126,0.4232262,0.3693333,0.03739841],"study_design_scores_gemma":[0.003576324,0.00005960781,0.1043889,0.002141521,0.0009273413,0.00002110446,0.001024269,0.0008492777,0.000460044,0.004848916,0.8798591,0.001843578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3938143,0.0180846,0.006786923,0.01569583,0.03413899,0.005087171,0.0007244718,0.002255334,0.5234123],"genre_scores_gemma":[0.9612538,0.0007470538,0.0008093682,0.01136486,0.005301635,0.0002000036,0.0007777849,0.0002459482,0.01929957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5674394,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200580155","doi":"10.37523/sui.2021.46.5.019","title":"PSYCHOLOGICAL BASIS OF CONVICTED WOMEN IN DETENTION PLACES WITH CHILDREN: INTERNATIONAL EXPERIENCE","year":2021,"lang":"ru","type":"article","venue":"Vestnik Samarskogo iuridicheskogo instituta","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prison; Institution; Limiting; Psychology; Criminology; Political science; Law; Engineering","authors":[{"name":"Светлана Станиславовна Пиюкова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0234917895989894,"gpt":0.313411996745935,"spread":0.2899202071469456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007865162,0.0004209348,0.0007426805,0.0005064739,0.000415108,0.0002364211,0.0007979705,0.000360945,0.002081069],"category_scores_gemma":[0.0007734405,0.0003973386,0.0002372259,0.002938228,0.001270304,0.0007419964,0.0002075696,0.0005276504,0.00006224329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545571,"about_ca_system_score_gemma":0.0007210568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141795,"about_ca_topic_score_gemma":0.009870213,"domain_scores_codex":[0.9955689,0.0004713811,0.0009634122,0.001041546,0.001088016,0.000866776],"domain_scores_gemma":[0.9978243,0.0002477642,0.0004931889,0.000596038,0.0005036533,0.0003351102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002009109,0.007174083,0.7042761,0.0002203469,0.001382308,0.0009217618,0.1703578,0.00199394,0.006923284,0.005822897,0.0004356198,0.09848278],"study_design_scores_gemma":[0.004276515,0.001036274,0.3664455,0.001019393,0.0008212464,0.0002576692,0.6086124,0.0008032401,0.005468155,0.0003406905,0.009364116,0.001554813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988383,0.0007555081,0.0003238709,0.0006920165,0.001194677,0.000294111,0.00007888028,0.00005981229,0.008218128],"genre_scores_gemma":[0.9950631,0.002814082,0.0005675468,0.0002642255,0.000335389,0.0001056128,0.00008943079,0.00002438426,0.0007361826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382546,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}