{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"090861a4d879","filters":{"venue":"Laboratorium Russian Review of Social Research"}},"results":[{"id":"W4382406592","doi":"10.25285/2078-1938-2023-15-1-33-55","title":"How Relations between Neighbors Are Changing in an Environment of Redevelopment: Housing Inequalities and a Sense of Injustice","year":2023,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Materiality (auditing); Redevelopment; Demolition; Yard; Injustice; Sociology; Gentrification; Inequality; Space (punctuation); Shared space; Perception; Architecture; Economic geography; Aesthetics; Social psychology; Civil engineering; Geography; Epistemology; Psychology; Engineering; Archaeology; Computer science; Art","authors":[{"name":"Elizaveta Polukhina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1139572925918104,"gpt":0.4322555060678858,"spread":0.3182982134760755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007187168,0.0001215509,0.0005567737,0.0004521233,0.0004367638,0.00004095807,0.0002378581,0.0001958236,0.00003266958],"category_scores_gemma":[0.003229331,0.0001259757,0.00005363544,0.003507207,0.001307439,0.0002543502,0.0002065616,0.0003846808,0.000002728112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252946,"about_ca_system_score_gemma":0.0005923663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004265351,"about_ca_topic_score_gemma":0.000146109,"domain_scores_codex":[0.9955959,0.001606265,0.0005941893,0.0002599436,0.001332237,0.0006114801],"domain_scores_gemma":[0.9980517,0.001024364,0.0003157924,0.0001992321,0.0002448266,0.0001640707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001176893,0.00007816615,0.08383767,0.006009348,0.000042268,0.00001341958,0.06686619,0.000001054566,0.0001283933,0.8406749,0.0001240091,0.002212868],"study_design_scores_gemma":[0.0009213465,0.0002305228,0.4630005,0.01735716,0.0001574664,2.723136e-7,0.4537185,0.00009063435,0.000464951,0.05007926,0.01315514,0.0008241616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680986,0.007247692,0.00005403747,0.01693853,0.0001323498,0.001210553,0.0003929586,0.00005770186,0.005867533],"genre_scores_gemma":[0.9883307,0.01078214,0.0004136158,0.00003058247,0.0001696904,0.00003453998,0.00002330253,0.00002138517,0.0001940707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7905956,"threshold_uncertainty_score":0.513714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206944749","doi":"10.25285/2078-1938-2021-13-3-196-199","title":"Jill L. Grant, Alan Walks, and Howard Ramos, eds. Changing Neighbourhoods: Social and Spatial Polarization in Canadian Cities. Vancouver: UBC Press, 2020","year":2021,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Regional Socio-Economic Development Trends","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":"Sociology; General partnership; Regional science; Economic geography; Media studies; Geography; Political science; Law","authors":[{"name":"Анна Желнина","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03384806701845625,"gpt":0.3418868260499418,"spread":0.3080387590314856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003762105,0.0002064517,0.000596294,0.000200387,0.001325609,0.0002013657,0.0003017295,0.0003146421,0.0002582877],"category_scores_gemma":[0.0008793948,0.0002298657,0.00007464173,0.001859877,0.0006497015,0.0003539426,0.0001840919,0.0005388197,0.000004957846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000784533,"about_ca_system_score_gemma":0.004870008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2635998,"about_ca_topic_score_gemma":0.581843,"domain_scores_codex":[0.9957607,0.001203768,0.0005196214,0.0004903576,0.0009525078,0.001073054],"domain_scores_gemma":[0.9985667,0.0001713869,0.0001821778,0.0001332048,0.0005031949,0.0004432953],"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":[0.00008004209,0.0002335042,0.1735763,0.008652245,0.0003463774,0.0003682954,0.1027679,2.813189e-7,0.0001589582,0.4365114,0.1109977,0.166307],"study_design_scores_gemma":[0.000712125,0.00002564295,0.08444871,0.001168739,0.00003129316,0.000001485586,0.008958237,0.00001135065,0.00002832241,0.001650114,0.9025164,0.0004476274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1198352,0.4160248,0.00006420019,0.246573,0.00497404,0.005672578,0.001841671,0.0002526194,0.2047618],"genre_scores_gemma":[0.8335391,0.1619797,0.000136204,0.0007544509,0.00139667,0.00008568085,0.0001310914,0.00004818872,0.001928984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7915186,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281753533","doi":"10.25285/2078-1938-2022-14-1-141-145","title":"Tracy McDonald and Daniel Vandersommers, eds. Zoo Studies: A New Humanities. Montreal: McGill-Queen’s University Press, 2019","year":2022,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Geographies of human-animal interactions","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":"Queen (butterfly); Humanities; Art; Art history; Media studies; Sociology","authors":[{"name":"Антон Котенко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07995691837854595,"gpt":0.3976434579033068,"spread":0.3176865395247608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002648436,0.0002003619,0.0005710151,0.0002743598,0.004678791,0.00007869527,0.0007860623,0.00009473245,0.0007798386],"category_scores_gemma":[0.00073457,0.0002196302,0.0001861078,0.001826272,0.001175493,0.0005342736,0.000599962,0.0009044525,0.000009204779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006517092,"about_ca_system_score_gemma":0.0009817785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03477587,"about_ca_topic_score_gemma":0.004710781,"domain_scores_codex":[0.9948924,0.001860634,0.0004081946,0.0004626714,0.001692052,0.0006840664],"domain_scores_gemma":[0.9978386,0.0005569859,0.0002679801,0.0002818383,0.0008029332,0.0002516536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005009723,0.0001376067,0.00006105399,0.0007555683,0.0001751603,0.00002601633,0.008695287,1.976882e-7,0.00001002662,0.2806776,0.7085951,0.0008162698],"study_design_scores_gemma":[0.0003204929,0.0001337285,0.0005081716,0.0002871138,0.00007260073,5.925746e-7,0.07711858,2.692356e-7,0.000003570872,0.0009767482,0.9203941,0.0001840939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002528745,0.3080584,0.000001369123,0.152182,0.001570077,0.004335705,0.002096254,0.0003254547,0.5289021],"genre_scores_gemma":[0.100049,0.7958848,0.0001533924,0.001670059,0.0009726238,0.00009581003,0.00006025213,0.00007502562,0.101039],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4878264,"threshold_uncertainty_score":0.996617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320156068","doi":"10.25285/2078-1938-2022-14-3-151-154","title":"Aileen Friesen. Colonizing Russia’s Promised Land: Orthodoxy and Community on the Siberian Steppe. Toronto: University of Toronto Press, 2019","year":2022,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Soviet and Russian History","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":"Argumentation theory; Orthodoxy; Politics; History; Media studies; Classics; Literature; Sociology; Law; Epistemology; Art; Political science; Philosophy; Archaeology","authors":[{"name":"Zuzanna Bogumił","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06423593038591892,"gpt":0.3607733935149896,"spread":0.2965374631290707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01076223,0.0001607456,0.0005315915,0.00001745615,0.005127904,0.00004073507,0.001074797,0.0001352314,0.002549377],"category_scores_gemma":[0.0007774209,0.0001374127,0.0001246342,0.0004222401,0.001283924,0.0002638701,0.0005014214,0.0009907817,0.000005541246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089133,"about_ca_system_score_gemma":0.001540507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1330873,"about_ca_topic_score_gemma":0.04371853,"domain_scores_codex":[0.9871925,0.01021699,0.0003513931,0.0002579899,0.00148531,0.0004957872],"domain_scores_gemma":[0.9977156,0.0009455589,0.0003285152,0.0004937005,0.0003280995,0.0001885201],"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":[0.0005848673,0.0009152387,0.002989202,0.004118902,0.000232549,0.00002456288,0.1331619,2.737728e-7,0.0002073981,0.6281127,0.2217796,0.007872904],"study_design_scores_gemma":[0.0003790701,0.0002706985,0.01248617,0.0005397099,0.00003767904,2.420758e-7,0.03075282,6.977917e-7,0.00001428881,0.0001983315,0.9551508,0.0001695002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03541375,0.2630366,0.000001556645,0.01819968,0.0008054551,0.004125332,0.0009603408,0.0001060205,0.6773512],"genre_scores_gemma":[0.741552,0.247513,0.0002025067,0.0004698537,0.0005962308,0.0001007024,0.00007256295,0.0000691649,0.009423995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7333712,"threshold_uncertainty_score":0.9983624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087248507","doi":"10.25285/2078-1938-2020-12-2-169-186","title":"Contemporary Narratives of Senility","year":2020,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Koneen Säätiö; Queen's University; McGill University","keywords":"Narrative; Sociology; Narratology; Perception; Affect (linguistics); Literary criticism; Perspective (graphical); Aesthetics; Phenomenon; Literature; History; Gender studies; Psychology; Art; Visual arts; Epistemology; Philosophy","authors":[{"name":"Maija Könönen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2251338727214738,"gpt":0.5066737413074452,"spread":0.2815398685859714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003682028,0.0001528221,0.0008052813,0.00009020838,0.000178105,0.00001050118,0.0006058057,0.0002016147,0.002007993],"category_scores_gemma":[0.001043801,0.0001303881,0.0001526501,0.00198829,0.001174026,0.00008748697,0.000173882,0.0008847808,0.0001858404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003659419,"about_ca_system_score_gemma":0.0008540871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007850077,"about_ca_topic_score_gemma":0.000002996364,"domain_scores_codex":[0.9945009,0.002912893,0.0006892674,0.0004312307,0.0009615277,0.0005041446],"domain_scores_gemma":[0.9979291,0.0002852133,0.0002264972,0.0003870786,0.0009222724,0.0002498192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008370441,0.0006937501,0.01665651,0.02731615,0.0005233472,0.0001337623,0.07000313,1.10653e-8,0.001463567,0.3046811,0.5708272,0.006864396],"study_design_scores_gemma":[0.003167807,0.00233473,0.06433994,0.005184738,0.00005888848,0.000006498865,0.0731335,0.00000395761,0.003035224,0.002785956,0.8450783,0.0008704845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05534441,0.2590809,0.00007051825,0.1166615,0.0003788802,0.001782045,0.0003553282,0.0000920378,0.5662344],"genre_scores_gemma":[0.9971811,0.0008922439,0.0001053482,0.000612642,0.0003284963,0.00007240581,0.00002184633,0.00002411592,0.000761784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9418367,"threshold_uncertainty_score":0.9989043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988108178","doi":"10.25285/2078-1938-2019-11-2-159-161","title":"Petra Rethmann. Russia: Anthropological Insights. North York, ON: University of Toronto Press, 2018","year":2019,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Glossary; Theme (computing); Nonsense; Ethnography; Politics; Index (typography); Media studies; History; Anthropology; Sociology; Classics; Political science; Law; Philosophy; Linguistics","authors":[{"name":"Anna Kruglova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08613582448006034,"gpt":0.4310897843644312,"spread":0.3449539598843708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002159193,0.0001949203,0.001018461,0.00003603715,0.002456492,0.000004117387,0.0005998707,0.0004276993,0.005338797],"category_scores_gemma":[0.0003496773,0.000155894,0.0001499431,0.0004887832,0.0007061794,0.000108338,0.0005054384,0.001136735,0.0005665299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007659241,"about_ca_system_score_gemma":0.001509144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01546148,"about_ca_topic_score_gemma":0.02426333,"domain_scores_codex":[0.9949441,0.002019399,0.0006314605,0.0004231041,0.0008390761,0.001142894],"domain_scores_gemma":[0.9973512,0.000512803,0.0004126291,0.0005119437,0.001045475,0.00016592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006526449,0.000871129,0.02635111,0.03266187,0.0003336856,0.00005288135,0.0501803,3.110903e-7,0.00005652077,0.3891555,0.4983187,0.001365304],"study_design_scores_gemma":[0.0005513486,0.0007931573,0.03770321,0.001496653,0.00002894985,2.084541e-7,0.01933879,8.059208e-7,0.000007820098,0.00008619767,0.9398252,0.0001676955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0671447,0.1802766,0.000003166094,0.00792196,0.001959074,0.00482184,0.0004120047,0.00007553974,0.7373852],"genre_scores_gemma":[0.5646663,0.4283683,0.0001113672,0.0006575492,0.0008315481,0.00003868587,0.00005571596,0.00004486711,0.005225698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7321594,"threshold_uncertainty_score":0.9988422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412202568","doi":"10.53483/2078-1938-2025-17-1-240-243","title":"Immo Rebitschek and Aaron B. Retish, eds. Social Control Under Stalin and Khrushchev: The Phantom of a Well-Ordered State. Toronto: University of Toronto Press, 2023","year":2025,"lang":"en","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Eastern European Communism and Reforms","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":"State (computer science); Political science; Control (management); Sociology; Management; Economics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02050768879910323,"gpt":0.3528070353051131,"spread":0.3322993465060098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00437672,0.000153495,0.0005948953,0.00001782292,0.0009400437,0.0000491028,0.0006780303,0.0001570965,0.0002236229],"category_scores_gemma":[0.0002265284,0.0001161532,0.00009958488,0.0003832245,0.002075345,0.0003265053,0.000370585,0.0003309784,0.000001537368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878699,"about_ca_system_score_gemma":0.0009093267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05310184,"about_ca_topic_score_gemma":0.0377249,"domain_scores_codex":[0.995675,0.002299084,0.00045715,0.0002606389,0.0008785201,0.000429652],"domain_scores_gemma":[0.9983782,0.0002975741,0.0003208472,0.0002877108,0.0006040533,0.0001115802],"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":[0.001469097,0.0007216585,0.002745389,0.02186631,0.00121254,0.00002516654,0.08970702,4.345565e-7,0.002716605,0.7084771,0.04613319,0.1249255],"study_design_scores_gemma":[0.002367357,0.0002429036,0.02496525,0.003145193,0.0001906135,3.30825e-7,0.05144708,0.000007238243,0.0002140271,0.002043797,0.9150292,0.0003470541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01617884,0.7431991,0.0000700939,0.01138282,0.0003156851,0.002276127,0.0006447318,0.00003912636,0.2258935],"genre_scores_gemma":[0.4315344,0.5639573,0.00004366698,0.0001091454,0.0001419301,0.000004671921,0.000008981741,0.0000172863,0.004182646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8688959,"threshold_uncertainty_score":0.9798341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391029872","doi":"10.25285/2078-1938-2023-15-3-175-179","title":"Cassandra Hartblay. I Was Never Alone or Oporniki: An Ethnographic Play on Disability in Russia. Toronto: University of Toronto Press, 2020","year":2024,"lang":"ru","type":"article","venue":"Laboratorium Russian Review of Social Research","topic":"Migration, Health, Geopolitics, Historical Geography","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":"Ethnography; Sociology; Media studies; History; Anthropology","authors":[{"name":"Анна Александровна Клепикова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05408678675829841,"gpt":0.409643429409991,"spread":0.3555566426516926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01145378,0.0005346179,0.001722692,0.00007297148,0.0012485,0.0001508999,0.001476369,0.0009038199,0.005965683],"category_scores_gemma":[0.001687941,0.0005056114,0.000517287,0.003749016,0.003711408,0.001829668,0.0002677692,0.001491338,0.00004839172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003941503,"about_ca_system_score_gemma":0.004978568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4224645,"about_ca_topic_score_gemma":0.5454242,"domain_scores_codex":[0.9845938,0.00708201,0.001671285,0.001374265,0.003647181,0.001631427],"domain_scores_gemma":[0.9949479,0.001293066,0.0004930277,0.001074111,0.001186992,0.001004948],"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":[0.001281709,0.004313342,0.007550426,0.06701303,0.0004591075,0.0002629142,0.1878614,0.000001299715,0.00005293412,0.5477837,0.1721235,0.01129678],"study_design_scores_gemma":[0.0006784618,0.001110162,0.02680994,0.00796885,0.0001706521,5.586821e-7,0.02454606,0.00002684453,0.00001922404,0.0010971,0.9369047,0.0006674331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03021399,0.8889561,0.000004763508,0.01898086,0.002804606,0.005411996,0.002857136,0.0001930533,0.05057748],"genre_scores_gemma":[0.3548504,0.6410658,0.0001096543,0.0002408238,0.001439482,0.00003997016,0.000104051,0.00007126313,0.002078554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7647812,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}