{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"67998d1f79fa","filters":{"venue":"Asian Research Journal of Agriculture"}},"results":[{"id":"W3213088217","doi":"10.9734/arja/2021/v14i430140","title":"Determining the Coping Strategies towards Household Food Security Practiced by the Farmers in Flood Prone Areas","year":2021,"lang":"en","type":"article","venue":"Asian Research Journal of Agriculture","topic":"Agricultural risk and resilience","field":"Agricultural and Biological 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":"123 Certification (Canada)","funders":"","keywords":"Livelihood; Food security; Flood myth; Business; Coping (psychology); Agriculture; Socioeconomics; Marketing; Geography; Psychology; Economics","authors":[{"name":"M. E. Haque","is_ca":true},{"name":"Md. Nazrul Islam","is_ca":false},{"name":"M. J. Alam","is_ca":false},{"name":"M. Y. Uddin","is_ca":false},{"name":"Mohammad Mahfujul Haque","is_ca":true},{"name":"Md. Rafiqul Islam","is_ca":false},{"name":"Muhammad Abdul Majid","is_ca":false},{"name":"Md Golam Mostafa","is_ca":false},{"name":"Mursaleen Zebin Turin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05211611221120829,"gpt":0.3059581206815733,"spread":0.253842008470365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693466,0.0001812673,0.0001749394,0.0004407438,0.0006209168,0.0003699626,0.0001326567,0.0002879089,0.001560917],"category_scores_gemma":[0.0008582887,0.0001372816,0.0001158795,0.0003972021,0.0004590717,0.0003221357,0.0003618647,0.0002078282,0.0001176427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761995,"about_ca_system_score_gemma":0.0002742729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472849,"about_ca_topic_score_gemma":0.006456732,"domain_scores_codex":[0.9998398,0.00005493627,0.00001223686,0.00001818481,0.0000261937,0.00004857254],"domain_scores_gemma":[0.9996622,0.00008730972,0.0001244859,0.00001122302,0.0000493853,0.00006544948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139477,0.0002159312,0.8514618,0.0001455602,0.00003517294,0.001922547,0.1156321,0.0001637967,0.008946781,0.0002344285,0.0003768843,0.02075098],"study_design_scores_gemma":[0.000005629214,0.0005134467,0.7784265,0.00004702288,0.00001097614,0.0006990454,0.217969,0.0001273532,0.0004352193,0.0001389325,0.001605223,0.00002162696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999694,0.0000270358,0.00002345361,0.00003577879,7.024031e-7,0.000006716989,0.00001727704,2.971052e-7,0.0001946869],"genre_scores_gemma":[0.9994494,0.0001135016,0.00007570105,0.00001768787,9.801752e-7,0.00001236974,0.00001938371,1.989801e-7,0.0003107501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002472849,"threshold_uncertainty_score":0.005221844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408549374","doi":"10.9734/arja/2025/v18i1666","title":"Kerala’s Floral Exports: Insights on the Cut Flower Trade","year":2025,"lang":"en","type":"article","venue":"Asian Research Journal of Agriculture","topic":"Agricultural Economics and Practices","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":"International trade; Economics; Horticulture; Business; Geography; Biology","authors":[{"name":"S.T.N. S. Júnior","is_ca":false},{"name":"Aditi Mathur","is_ca":false},{"name":"Anubhav Beniwal","is_ca":false},{"name":"Harsh Saharan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04310981992114715,"gpt":0.3001196066344199,"spread":0.2570097867132727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002091308,0.0002090574,0.000147284,0.00156366,0.0009878993,0.002720392,0.0002735941,0.000273628,0.003981905],"category_scores_gemma":[0.0004515585,0.00008843969,0.0001331249,0.002367514,0.0006762343,0.001385849,0.001160731,0.0004060821,0.0003296043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850178,"about_ca_system_score_gemma":0.001218493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875774,"about_ca_topic_score_gemma":0.05057707,"domain_scores_codex":[0.9998717,0.00001812455,0.000005470362,0.00001871762,0.00002880836,0.00005706422],"domain_scores_gemma":[0.9998162,0.00006598738,0.00004414642,0.00001042284,0.0000432852,0.00001997551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003058224,0.0002003795,0.6367881,0.001178988,0.0001166105,0.02279012,0.06110613,0.004412046,0.005638455,0.122243,0.009294256,0.1359261],"study_design_scores_gemma":[0.000004197141,0.00006168201,0.6958264,0.0003335322,0.00005046712,0.002889819,0.1845757,0.002532562,0.001412313,0.008508644,0.1037632,0.00004149104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560566,0.001636617,0.0003720041,0.001326497,0.00001492254,0.00000846794,0.0003447516,0.00000980305,0.0402303],"genre_scores_gemma":[0.9957398,0.001198637,0.0001716416,0.0001135282,0.000009749611,0.000001950754,0.0001554585,0.000004720282,0.002604421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875774,"threshold_uncertainty_score":0.0571807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209527451","doi":"10.9734/arja/2021/v14i430136","title":"Landless Urban Rooftop Farming Context of Soilless Culture for Microbe Frees Cultivation, Roof Security and Environmental Sustainability","year":2021,"lang":"en","type":"article","venue":"Asian Research Journal of Agriculture","topic":"Innovations in Aquaponics and Hydroponics Systems","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":"Hydroponics; Environmental science; Context (archaeology); Agriculture; Sustainability; Agronomy; Geography; Biology; Ecology","authors":[{"name":"K. C. Sahu","is_ca":false},{"name":"M. K. Satapathy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01753032094207967,"gpt":0.2824737134261484,"spread":0.2649433924840687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002211343,0.0002698303,0.0001324885,0.0002894058,0.001546763,0.002659871,0.0003257522,0.0005427995,0.01047882],"category_scores_gemma":[0.0001418213,0.00007113259,0.000122349,0.0004380385,0.001445343,0.0007947932,0.002100469,0.0008179893,0.001142552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377702,"about_ca_system_score_gemma":0.001577473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003303662,"about_ca_topic_score_gemma":0.009194627,"domain_scores_codex":[0.9997335,0.00005457291,0.00001013066,0.00006047184,0.0000752369,0.00006611976],"domain_scores_gemma":[0.9998195,0.0000187302,0.00003440378,0.00001677296,0.0000391049,0.00007151392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002375891,0.0004464417,0.01987567,0.002435373,0.0000355155,0.01015858,0.02143005,0.00139016,0.09929553,0.3331061,0.0869134,0.4246756],"study_design_scores_gemma":[0.000005025016,0.0001255788,0.01457955,0.000293669,0.00001075402,0.001595575,0.009797774,0.0002552665,0.005883216,0.006719981,0.9607065,0.00002715623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3132425,0.01632356,0.01587607,0.01582476,0.001217317,0.0002223472,0.0005515739,0.0003295506,0.6364124],"genre_scores_gemma":[0.8009828,0.01091744,0.01272592,0.003191633,0.0004658949,0.0001015558,0.0003606408,0.00009452141,0.1711597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01047882,"threshold_uncertainty_score":0.03505516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417415284","doi":"10.9734/arja/2025/v18i4789","title":"An Economic Analysis of Isabgol and Chandrasur Crop in Malwa Plateau of Central India","year":2025,"lang":"en","type":"article","venue":"Asian Research Journal of Agriculture","topic":"Agricultural Economics and Practices","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":"Sample (material); Plateau (mathematics); Crop; Renting; Caste; Economic analysis; Benefit–cost ratio; Net income; Quarter (Canadian coin)","authors":[{"name":"Savita Chouhan","is_ca":false},{"name":"AK Sarawgi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225447531075515,"gpt":0.3143685460919969,"spread":0.2921140707812417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638434,0.0001737097,0.000139335,0.001713967,0.0006241353,0.001503064,0.0004391148,0.0002064965,0.001653263],"category_scores_gemma":[0.0006393962,0.0001373499,0.0002621688,0.002919711,0.0004791474,0.0004243679,0.0005162012,0.0002624825,0.00016791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599531,"about_ca_system_score_gemma":0.001205132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06681359,"about_ca_topic_score_gemma":0.1239903,"domain_scores_codex":[0.9997516,0.0000481726,0.000009366638,0.00002390765,0.00006651116,0.000100382],"domain_scores_gemma":[0.9994005,0.0001970111,0.0001663119,0.00002588365,0.00008504755,0.0001252561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276606,0.0001886831,0.9566855,0.0001545573,0.00008107399,0.005914974,0.004429775,0.003509176,0.005437652,0.003649391,0.00106152,0.01861103],"study_design_scores_gemma":[0.000002535889,0.00006334017,0.9892837,0.00001151722,0.0000130905,0.0003320405,0.006894789,0.001594774,0.0001804467,0.0001383502,0.001476745,0.000008738572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983285,0.00006693976,0.0000327023,0.0000503702,7.723825e-7,0.000008090466,0.0001135451,0.000002037718,0.001397012],"genre_scores_gemma":[0.9991252,0.0000909012,0.00005236681,0.000008318774,0.000001416005,0.000004612498,0.0001518521,0.000001131189,0.0005641786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06681359,"threshold_uncertainty_score":0.1328494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394014346","doi":"10.9734/arja/2024/v17i2434","title":"Do We Listen or Ignore Indigenous Practices? The Machobane Farming System - An Indigenous Farming Practice of Lesotho","year":2024,"lang":"en","type":"article","venue":"Asian Research Journal of Agriculture","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Indigenous; Agriculture; Traditional knowledge; Geography; Agroforestry; Environmental science; Ecology; Biology","authors":[{"name":"Sissay Bekele Mekbib","is_ca":false},{"name":"A. O. Olaleye","is_ca":false},{"name":"Masia Johane","is_ca":false},{"name":"Taddese Wondimu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05804408403899014,"gpt":0.3627461422792308,"spread":0.3047020582402407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007530657,0.0001043801,0.0001401365,0.0002053131,0.001905487,0.001363873,0.0003696081,0.0005230807,0.003429301],"category_scores_gemma":[0.002023989,0.00008860869,0.00005798258,0.0003603418,0.002879758,0.001249327,0.0009047881,0.0006308742,0.0002558974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240228,"about_ca_system_score_gemma":0.001309495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01960203,"about_ca_topic_score_gemma":0.05919359,"domain_scores_codex":[0.9995363,0.0002133151,0.0000174852,0.00004884771,0.00007241074,0.0001116783],"domain_scores_gemma":[0.9988304,0.0003594784,0.0003472377,0.00003024434,0.0001167775,0.0003159088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001158482,0.0001742338,0.2748066,0.000720977,0.00002492346,0.004624519,0.6326373,0.00003921875,0.005465237,0.002368113,0.005089459,0.07393365],"study_design_scores_gemma":[0.00001036004,0.0001333396,0.1687956,0.0002817945,0.00002048721,0.001216662,0.8076434,0.00006424728,0.0002684811,0.0006451971,0.02089853,0.00002194187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781407,0.001217915,0.0001446656,0.01132083,0.00007499348,0.00001879271,0.00003532752,0.000005685419,0.009041051],"genre_scores_gemma":[0.9956381,0.0007617312,0.0001008369,0.001547369,0.00002415144,0.00001173826,0.000009218649,0.000002724581,0.001904248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960203,"threshold_uncertainty_score":0.03897589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}