{"meta":{"query_hash":"0e783ed14b81","filters":{"venue":"Общество и инновации"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/0e783ed14b81","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%9E%D0%B1%D1%89%D0%B5%D1%81%D1%82%D0%B2%D0%BE+%D0%B8+%D0%B8%D0%BD%D0%BD%D0%BE%D0%B2%D0%B0%D1%86%D0%B8%D0%B8"},"results":[{"id":"W3111597585","doi":"10.47689/2181-1415-vol1-iss2-pp104-116","title":"Contextualizing alternate dispute resolution: an agile approach to resolve disputes in infrastructure projects","year":2020,"lang":"en","type":"article","venue":"Общество и инновации","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Dispute resolution; Agile software development; Resolution (logic); Business; Online dispute resolution; Alternative dispute resolution; Critical infrastructure; Political science; Computer science; Law; Management; Economics","score_opus":0.05915888088027054,"score_gpt":0.3301266905315525,"score_spread":0.270967809651282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111597585","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055240415,0.00076384976,0.88747084,0.016450174,0.00024852704,0.00090769713,0.00008437945,0.0003105803,0.038523417],"genre_scores_gemma":[0.47429404,0.00041634295,0.5203348,0.0008224023,0.000050541865,0.00066877285,0.000107572334,0.00009352171,0.003212137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.8792528,0.096014224,0.004739825,0.0043999483,0.01225009,0.0033431246],"domain_scores_gemma":[0.8312077,0.12880251,0.011528162,0.013856359,0.0113030635,0.0033022456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.082190275,0.001251678,0.0009250645,0.007322615,0.01016023,0.018078674,0.008412643,0.0060691778,0.0039129867],"category_scores_gemma":[0.12486816,0.0013732257,0.0012454523,0.0057813427,0.02221135,0.020985916,0.023134751,0.009317963,0.0005476419],"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":[0.000067111665,0.0001853838,0.0072664255,0.00058810884,0.000063907595,0.0014390788,0.21408087,0.007338071,0.0016102316,0.63226646,0.0038382353,0.13125604],"study_design_scores_gemma":[0.00006379802,0.00014876082,0.0023404558,0.0016252453,0.000071496404,0.0012883038,0.29365414,0.041839734,0.0022102722,0.5487731,0.10782056,0.00016417932],"about_ca_topic_score_codex":0.0073716114,"about_ca_topic_score_gemma":0.012819482,"teacher_disagreement_score":0.082190275,"about_ca_system_score_codex":0.007185129,"about_ca_system_score_gemma":0.017990362,"threshold_uncertainty_score":0.4346689},"labels":[],"label_agreement":null},{"id":"W3164293475","doi":"10.47689/2181-1415-vol2-iss1/s-pp358-369","title":"Peculiarities of the clinical course of stroke in the vertebro-basillar system","year":2020,"lang":"en","type":"article","venue":"Общество и инновации","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Rehabilitation; Physical therapy; Anxiety; Modified Rankin Scale; Physical medicine and rehabilitation; Internal medicine; Cardiology; Ischemic stroke; Ischemia; Psychiatry","score_opus":0.0861164353613629,"score_gpt":0.3156661659686527,"score_spread":0.2295497306072898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164293475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853003,0.00020892482,0.000065244756,0.000033717177,0.0000048033576,0.000011755109,0.00011842691,0.0000034807304,0.0010236868],"genre_scores_gemma":[0.99948126,0.000097102136,0.000028946177,0.000016004375,0.000008855143,0.0000054595757,0.0001819726,0.0000011208151,0.00017927118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975806,0.000034705685,0.000028219267,0.00005470077,0.000047143858,0.00007704854],"domain_scores_gemma":[0.99955684,0.000057304864,0.00018446831,0.000022719381,0.00005728585,0.000121385914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014438965,0.00026605366,0.0002709342,0.0009278277,0.00055921683,0.00032452247,0.00019720533,0.00030816966,0.00277171],"category_scores_gemma":[0.0012307052,0.00018264487,0.00017040696,0.00056130084,0.00033193905,0.00023018783,0.00028014288,0.0002741675,0.00037252315],"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":[0.00016712652,0.000040289553,0.9921525,0.000013807544,0.000027746459,0.0037892214,0.00016866717,0.000039642986,0.0010827975,0.000032498134,0.00015766524,0.0023280354],"study_design_scores_gemma":[0.0000049798787,0.000065531625,0.991343,0.000007138982,0.0000071668883,0.008201605,0.00013781912,0.000033584238,0.000058811347,0.000031385858,0.00010519911,0.000003880331],"about_ca_topic_score_codex":0.0038219593,"about_ca_topic_score_gemma":0.005855046,"teacher_disagreement_score":0.0038219593,"about_ca_system_score_codex":0.00023492899,"about_ca_system_score_gemma":0.00030369352,"threshold_uncertainty_score":0.009272277},"labels":[],"label_agreement":null},{"id":"W4296862697","doi":"10.47689/2181-1415-vol3-iss4-pp201-205","title":"O‘smirlar jamoasida sog‘lom muhit yаratish omillari","year":2022,"lang":"uz","type":"article","venue":"Общество и инновации","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Art","score_opus":0.027016972812833075,"score_gpt":0.3439854261274619,"score_spread":0.31696845331462886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296862697","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20199805,0.014401689,0.009297473,0.034188744,0.0024416759,0.00010544172,0.00036891684,0.0002840312,0.736914],"genre_scores_gemma":[0.80220115,0.005518047,0.006111225,0.0027173008,0.00043913643,0.000114525756,0.000225768,0.000106687556,0.18256615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992293,0.00024648276,0.000035716588,0.00009495981,0.00021179396,0.00018174222],"domain_scores_gemma":[0.9992298,0.00021941088,0.00011923942,0.00008017871,0.00022317302,0.00012820895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012583961,0.00039301225,0.00027812112,0.0006538822,0.0035564122,0.004145765,0.00034813915,0.0009723586,0.023082124],"category_scores_gemma":[0.0017552193,0.00021980496,0.00023007198,0.0007468811,0.003470214,0.0018931916,0.0029038866,0.0016712872,0.005185586],"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":[0.0005618836,0.00023396595,0.019427918,0.0008831471,0.00006554001,0.0017783116,0.09066608,0.00022367886,0.015079275,0.5177513,0.06309062,0.29023823],"study_design_scores_gemma":[0.000029683157,0.00015782664,0.023788186,0.0003653351,0.000032036674,0.000898894,0.03499419,0.00021870513,0.0049389526,0.02282543,0.91169363,0.000057130506],"about_ca_topic_score_codex":0.0041095214,"about_ca_topic_score_gemma":0.009200893,"teacher_disagreement_score":0.023082124,"about_ca_system_score_codex":0.002159101,"about_ca_system_score_gemma":0.0029609574,"threshold_uncertainty_score":0.07721746},"labels":[],"label_agreement":null}]}