{"meta":{"query_hash":"f3ebbb0429ef","filters":{"venue":"Agriculture and Agricultural Science Procedia"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/f3ebbb0429ef","api":"https://metacan.xera.ac/api/v1/cohort?venue=Agriculture+and+Agricultural+Science+Procedia"},"results":[{"id":"W1417426924","doi":"10.1016/j.aaspro.2015.08.010","title":"Banana Farmers’ Adoption of Sustainable Agriculture Practices in the Vietnam Uplands: The Case of Quang Tri Province","year":2015,"lang":"en","type":"article","venue":"Agriculture and Agricultural Science Procedia","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Southeast Asian Regional Center for Graduate Study and Research in Agriculture","keywords":"Agriculture; Business; Stratified sampling; Sample (material); Sustainable agriculture; Agricultural economics; Agricultural science; Sustainable development; Socioeconomics; Geography; Political science; Economics; Mathematics; Environmental science","score_opus":0.03159062679425031,"score_gpt":0.266869721460052,"score_spread":0.23527909466580169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1417426924","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":[0.9994362,0.000036755348,0.000012844001,0.00006649056,0.0000010121635,0.0000053271465,0.000007176756,2.128003e-7,0.0004340042],"genre_scores_gemma":[0.99959713,0.00009672112,0.00003352182,0.00001757865,8.587784e-7,0.000004132831,0.00001150546,3.7218186e-7,0.00023822582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995425,0.00015334188,0.000013496305,0.00004356203,0.00004841295,0.00019882481],"domain_scores_gemma":[0.9991548,0.0002497614,0.00019818782,0.00002713114,0.000118747856,0.0002513928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673592,0.00020254405,0.00018082866,0.000580662,0.001977008,0.00087308395,0.00038447953,0.00027211802,0.0010939112],"category_scores_gemma":[0.00093924964,0.0002024168,0.00014273913,0.0011638259,0.0009323371,0.000499934,0.0005489751,0.0004683448,0.00006577094],"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":[0.00015196958,0.00041331878,0.74600416,0.00023858153,0.000045860717,0.036693614,0.19516191,0.00031855953,0.0049103117,0.0014956445,0.00048495448,0.014081124],"study_design_scores_gemma":[0.00001129265,0.00014055223,0.60899687,0.00008115633,0.000024409717,0.0021174396,0.3846375,0.00052229955,0.00038473852,0.00013591438,0.0029291215,0.000018720988],"about_ca_topic_score_codex":0.24975425,"about_ca_topic_score_gemma":0.39217654,"teacher_disagreement_score":0.24975425,"about_ca_system_score_codex":0.0029565839,"about_ca_system_score_gemma":0.0029089416,"threshold_uncertainty_score":0.49660105},"labels":[],"label_agreement":null},{"id":"W1467993868","doi":"10.1016/j.aaspro.2015.08.011","title":"Factors Impact on Farmers’ Adaptation to Drought in Maize Production in Highland Area of Central Vietnam","year":2015,"lang":"en","type":"article","venue":"Agriculture and Agricultural Science Procedia","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Graduate School, Chiang Mai University; International Development Research Centre","keywords":"Multinomial logistic regression; Production (economics); Adaptation (eye); Geography; Scale (ratio); Agricultural science; Socioeconomics; Agricultural economics; Economics; Biology; Mathematics; Statistics","score_opus":0.02336755082896867,"score_gpt":0.23463914709593417,"score_spread":0.2112715962669655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1467993868","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":[0.999728,0.000013341951,0.000026710799,0.000011874105,3.9591635e-7,0.000002459261,0.000024529261,3.297576e-7,0.0001923871],"genre_scores_gemma":[0.9998964,0.000014169998,0.000017162942,0.000001654423,3.3766472e-7,0.0000013054182,0.000016232601,1.5812162e-7,0.00005252837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997081,0.00010326822,0.000016713535,0.000047812508,0.00003796907,0.000086092965],"domain_scores_gemma":[0.99936956,0.00015992005,0.00022709268,0.000025107078,0.00007188487,0.00014657578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003071343,0.0001243626,0.00010764951,0.00028597264,0.0003017572,0.0004817588,0.0001213405,0.00010241141,0.00075590896],"category_scores_gemma":[0.00087561575,0.0000901952,0.00012092064,0.00045949465,0.00033051174,0.000252837,0.00034944993,0.0001450848,0.00004294716],"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":[0.00008970229,0.000053167274,0.9868863,0.00003368436,0.000042157764,0.00052975485,0.0033326426,0.00071027584,0.002666915,0.00018613407,0.000075945296,0.005393164],"study_design_scores_gemma":[0.0000011407635,0.00004447816,0.9946694,0.0000052862033,0.0000051812403,0.00007134735,0.0044011744,0.0003498769,0.00015743545,0.00005116179,0.00024001962,0.0000035060366],"about_ca_topic_score_codex":0.018105615,"about_ca_topic_score_gemma":0.027856056,"teacher_disagreement_score":0.018105615,"about_ca_system_score_codex":0.00069141766,"about_ca_system_score_gemma":0.0005555673,"threshold_uncertainty_score":0.03600049},"labels":[],"label_agreement":null},{"id":"W1970308870","doi":"10.1016/j.aaspro.2015.03.032","title":"Soil Hydrodynamic Characteristics of Reclaimed Agricultural Land at Messolonghi's Polder","year":2015,"lang":"en","type":"article","venue":"Agriculture and Agricultural Science Procedia","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"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":"Land reclamation; Environmental science; Agricultural land; Agriculture; Hydrology (agriculture); Agroforestry; Soil science; Geography; Geotechnical engineering; Geology; Archaeology","score_opus":0.00610647590778389,"score_gpt":0.18021932776281754,"score_spread":0.17411285185503367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970308870","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":[0.99939895,0.000030700136,0.00006252742,0.0000041895746,7.988924e-7,0.0000048182364,0.000094260824,0.000004405741,0.00039936663],"genre_scores_gemma":[0.9993144,0.000049363367,0.0001590343,0.0000047225262,0.0000016466904,0.000006784574,0.00015961808,0.0000017034204,0.00030275114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998888,0.000008510042,0.000007185027,0.00005153955,0.00002493702,0.000019106717],"domain_scores_gemma":[0.9999119,0.000016037418,0.000030389616,0.0000090177355,0.000016374532,0.000016321723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075710515,0.00016877953,0.00019959816,0.00052110525,0.00020287649,0.00037794712,0.00021625601,0.0002742376,0.0004538303],"category_scores_gemma":[0.00012223111,0.00011362658,0.0001597219,0.0006641931,0.0003484976,0.00022116005,0.00021841691,0.00009328246,0.00014948135],"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":[0.00045379036,0.00014755271,0.83691597,0.00021833931,0.00012608172,0.0035771464,0.003489117,0.0030458984,0.12210575,0.00014787249,0.00027988464,0.029492678],"study_design_scores_gemma":[0.0000075987678,0.00006824324,0.9963245,0.0000045520023,0.0000091177035,0.00019988313,0.0006643891,0.0003798897,0.0015760968,0.000014378895,0.00074566645,0.000005710907],"about_ca_topic_score_codex":0.011011467,"about_ca_topic_score_gemma":0.023333251,"teacher_disagreement_score":0.011011467,"about_ca_system_score_codex":0.00067257136,"about_ca_system_score_gemma":0.0003899251,"threshold_uncertainty_score":0.021894753},"labels":[],"label_agreement":null},{"id":"W2036395007","doi":"10.1016/j.aaspro.2010.09.050","title":"Make full use of two kinds of resources and two markets to protect our food security and raise farmers’ income Taking soybeans as an example","year":2010,"lang":"en","type":"article","venue":"Agriculture and Agricultural Science Procedia","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological 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":"Western University","funders":"","keywords":"China; Profit (economics); Food security; Agriculture; Business; Unit (ring theory); Agricultural economics; Key (lock); Comparative advantage; Natural resource economics; Economics; International trade; Microeconomics","score_opus":0.031244642442556623,"score_gpt":0.26618118976345406,"score_spread":0.23493654732089744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036395007","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":[0.7880044,0.0016587873,0.029367927,0.007271131,0.00014991961,0.00019022885,0.0001667793,0.00017368073,0.17301713],"genre_scores_gemma":[0.9765628,0.0006472092,0.011146736,0.00039410684,0.000021758244,0.00006533075,0.000051024057,0.00001083817,0.011100171],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969494,0.00004877832,0.00001451462,0.00006207956,0.00007162451,0.0001080971],"domain_scores_gemma":[0.99968684,0.000032882956,0.00007962098,0.0000531997,0.000046031106,0.0001014891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053081405,0.0003856483,0.0002417988,0.00065470283,0.0011563865,0.0011816855,0.00046079056,0.00060901203,0.0062643816],"category_scores_gemma":[0.00051428727,0.000117022406,0.00033724992,0.0005972215,0.001331859,0.0017364598,0.0020108875,0.00035252146,0.0006520747],"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":[0.0005747977,0.0011860348,0.11555118,0.0010324077,0.00029414514,0.005119511,0.0053043286,0.0067520086,0.09318143,0.1764004,0.0077198213,0.58688384],"study_design_scores_gemma":[0.00032527163,0.0022402974,0.38152456,0.0006667791,0.00037859046,0.004130149,0.01490159,0.008657963,0.04340965,0.1917442,0.35170737,0.00031354302],"about_ca_topic_score_codex":0.0026861364,"about_ca_topic_score_gemma":0.005706722,"teacher_disagreement_score":0.0062643816,"about_ca_system_score_codex":0.00065414555,"about_ca_system_score_gemma":0.001560008,"threshold_uncertainty_score":0.020956457},"labels":[],"label_agreement":null},{"id":"W2219117946","doi":"10.1016/j.aaspro.2015.08.129","title":"Seasonality and Forecasting in the Romanian Trade with Live Animals","year":2015,"lang":"en","type":"article","venue":"Agriculture and Agricultural Science Procedia","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":5,"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":"Seasonality; Quarter (Canadian coin); Balance of trade; Seasonal adjustment; Economics; Romanian; International economics; Geography; Ecology; Biology","score_opus":0.02661107262818416,"score_gpt":0.20071648571699952,"score_spread":0.17410541308881536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219117946","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":[0.99381304,0.00036575762,0.0024668025,0.00020368178,0.000017133014,0.00000771007,0.00039556637,0.000019157622,0.002711098],"genre_scores_gemma":[0.9981244,0.0001823815,0.0009362579,0.000009015061,0.000009918667,0.0000036007166,0.00030732108,0.000005369346,0.00042179268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997727,0.000078048375,0.00002192329,0.000053143514,0.000040544364,0.00003362541],"domain_scores_gemma":[0.9992902,0.00030223062,0.0002048897,0.000050511804,0.0001248092,0.000027278766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025759,0.00015042504,0.00014468857,0.00091084896,0.00016307285,0.0007901588,0.00020214236,0.00020014777,0.0011752045],"category_scores_gemma":[0.0028895945,0.00008719597,0.000287817,0.0012904654,0.00020045791,0.0004471513,0.0002503087,0.000270866,0.00018583021],"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":[0.00030332964,0.0000561725,0.8503072,0.0000914171,0.00010532303,0.0004908027,0.0007614511,0.067746736,0.0023654175,0.0042640152,0.0018678143,0.071640335],"study_design_scores_gemma":[0.000009526646,0.00008874914,0.7140988,0.00009660409,0.00004801424,0.00020029569,0.0014251878,0.27446002,0.0012760385,0.0015807671,0.006691666,0.000024254703],"about_ca_topic_score_codex":0.01308879,"about_ca_topic_score_gemma":0.011449346,"teacher_disagreement_score":0.01308879,"about_ca_system_score_codex":0.00043993435,"about_ca_system_score_gemma":0.00028331962,"threshold_uncertainty_score":0.026025236},"labels":[],"label_agreement":null}]}