{"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":"b743be820ccd","filters":{"venue":"Problems of AgriMarket"}},"results":[{"id":"W3203721464","doi":"10.46666/2021-3.2708-9991.03","title":"Foreign experience of innovative development of the agro-industrial complex.","year":2021,"lang":"en","type":"article","venue":"Problems of AgriMarket","topic":"Agricultural Development and Policies","field":"Agricultural and Biological 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":"Agrarian society; Business; Subsidy; Productivity; Government (linguistics); Modernization theory; Agriculture; Order (exchange); Production (economics); Food security; Economics; Industrial organization; Economic growth; Market economy; Finance","authors":[{"name":"Aigul Bakirbekova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06603458594231428,"gpt":0.2311954902701266,"spread":0.1651609043278123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919557,0.000247842,0.0001914892,0.0006390787,0.00322769,0.00408682,0.0004016642,0.0006315007,0.009461032],"category_scores_gemma":[0.00194484,0.0001063661,0.0001592149,0.00117064,0.00204039,0.001831198,0.002898915,0.0009967055,0.0009316106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391601,"about_ca_system_score_gemma":0.002427662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798696,"about_ca_topic_score_gemma":0.00441385,"domain_scores_codex":[0.9988828,0.0005519567,0.00003588061,0.0000627289,0.0001385901,0.0003279824],"domain_scores_gemma":[0.9987547,0.0003311232,0.0002101053,0.00006814175,0.0001232953,0.0005125384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002859948,0.0004976864,0.05548145,0.001160731,0.00005035492,0.007180713,0.6229269,0.0009863053,0.003040626,0.1223484,0.03778256,0.1482583],"study_design_scores_gemma":[0.00002260678,0.0003026211,0.04671663,0.0003296976,0.00001578903,0.003794892,0.2783989,0.0003298573,0.001009984,0.00309463,0.6659475,0.00003682599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8001778,0.01229991,0.0006049192,0.00932313,0.0006270901,0.00004324405,0.0001451218,0.00004472344,0.1767341],"genre_scores_gemma":[0.9711736,0.003798191,0.0002213917,0.0006771783,0.00007454999,0.00001323606,0.00005713509,0.00001062904,0.02397407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009461032,"threshold_uncertainty_score":0.03165036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301373424","doi":"10.46666/2022-3.2708-9991.12","title":"Sugar industry of the Republic of Kazakhstan: current state and modernization reserves","year":2022,"lang":"en","type":"article","venue":"Problems of AgriMarket","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological 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":"Modernization theory; Population; Geography; State (computer science); Agency (philosophy); Business; Economy; Agricultural economics; Economic growth; Economics; Mathematics","authors":[{"name":"N. B. Dautkanov","is_ca":false},{"name":"D. R. Dautkanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03229623822878253,"gpt":0.2209622461607287,"spread":0.1886660079319461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004820951,0.0002543612,0.0001356312,0.002623307,0.0006445834,0.001888302,0.000340523,0.0001701673,0.004442992],"category_scores_gemma":[0.0004682198,0.0001209879,0.0002392232,0.006196357,0.000443741,0.0008928975,0.0006453468,0.0002639757,0.0007813389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098504,"about_ca_system_score_gemma":0.002990087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0271323,"about_ca_topic_score_gemma":0.02268869,"domain_scores_codex":[0.9996529,0.00005021491,0.00004353594,0.00005774742,0.00009714262,0.00009860955],"domain_scores_gemma":[0.9995126,0.00007086313,0.000189736,0.00002864241,0.0001551935,0.00004308174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003849692,0.0001594385,0.5663457,0.001859649,0.0002140926,0.001450069,0.00636502,0.003392045,0.004158274,0.03620118,0.02439418,0.3550753],"study_design_scores_gemma":[0.000006305929,0.00008232129,0.8438513,0.000301844,0.00006597867,0.0009988535,0.01111983,0.001146272,0.001027997,0.002414299,0.138954,0.00003092046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866841,0.02959209,0.002209502,0.004809574,0.0001727592,0.00005564708,0.01326952,0.0002221267,0.06298463],"genre_scores_gemma":[0.9832999,0.007010799,0.001158016,0.0001417705,0.00004249885,0.00001118506,0.003725313,0.00001123175,0.004599266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0271323,"threshold_uncertainty_score":0.05394876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387676655","doi":"10.46666/2023-3.2708-9991.08","title":"Small and medium-sized agribusiness: modern realities, problems and ways of solution","year":2023,"lang":"en","type":"article","venue":"Problems of AgriMarket","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":"Business; SWOT analysis; Agribusiness; Agriculture; Promotion (chess); Population; Competition (biology); Industrial organization; Marketing","authors":[{"name":"B. A. Zhakupova","is_ca":false},{"name":"Andrey Makarov","is_ca":false},{"name":"M. Toktarova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07719698994304376,"gpt":0.2527833596656432,"spread":0.1755863697225995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004126983,0.0004942684,0.0004928619,0.002545508,0.003573688,0.01015592,0.001029115,0.001412504,0.003943869],"category_scores_gemma":[0.004013445,0.0002604863,0.0003275652,0.005902064,0.0166687,0.01155356,0.00394619,0.002078428,0.0002241939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006751427,"about_ca_system_score_gemma":0.007215845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005926545,"about_ca_topic_score_gemma":0.01158629,"domain_scores_codex":[0.9969818,0.001857338,0.000117038,0.0002686837,0.0004670889,0.0003080238],"domain_scores_gemma":[0.9978174,0.001139189,0.0003444477,0.000232003,0.0002478148,0.000219175],"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":[0.00005015623,0.00008723584,0.01217608,0.001307762,0.00005407971,0.0009397842,0.06434782,0.001244354,0.0005371301,0.7589091,0.00828446,0.1520621],"study_design_scores_gemma":[0.00001089014,0.00007934755,0.01765926,0.002108091,0.00001931694,0.0005413624,0.2822718,0.001293903,0.000286209,0.451817,0.2438538,0.00005902004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3519717,0.08868796,0.0467527,0.2287897,0.001200244,0.0007339578,0.0004981431,0.0002052523,0.2811604],"genre_scores_gemma":[0.9527656,0.0192253,0.01833703,0.001839784,0.0001545152,0.0001656403,0.000133403,0.00002149404,0.007357165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015592,"threshold_uncertainty_score":0.0489853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}