{"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":"ddc85b2c1303","filters":{"venue":"Research in Agricultural Engineering"}},"results":[{"id":"W2183053133","doi":"10.17221/32/2013-rae","title":"Performance parameters monitoring of the hydraulic system with bio-oil","year":2014,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR; Slovenská Akadémia Vied","keywords":"Hydraulic fluid; Hydraulic machinery; Petroleum engineering; Engineering; Durability; Environmental science; Hydraulic pump; Waste management; Mechanical engineering; Computer science","authors":[{"name":"I. Janoško","is_ca":true},{"name":"T. Polonec","is_ca":true},{"name":"Stanislav Lindák","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02367330584151416,"gpt":0.2290631737820842,"spread":0.2053898679405701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006346501,0.0001602664,0.0002327909,0.0001275039,0.00005678772,0.00003295815,0.0003478444,0.00007183869,8.128223e-7],"category_scores_gemma":[0.00003248478,0.00008502075,0.00004438732,0.0008877956,0.00003515518,0.0001555006,0.00004602029,0.000388206,0.00001348137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365658,"about_ca_system_score_gemma":0.000009129909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008438017,"about_ca_topic_score_gemma":0.000004156481,"domain_scores_codex":[0.9985358,0.00005698562,0.0002814594,0.0001426741,0.000514232,0.0004688836],"domain_scores_gemma":[0.9993893,0.0001724089,0.00002618341,0.0002684374,0.00005950343,0.00008415145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002319102,0.000005066294,0.007940798,0.001417435,0.0000236091,0.000001403166,0.0003417902,0.9783415,0.009364764,0.0001390962,0.00001728267,0.002404986],"study_design_scores_gemma":[0.0003613409,0.00006313955,0.1446184,0.003891068,0.000005908545,0.00005586616,0.0008992865,0.8291099,0.02029378,8.116401e-7,0.000418097,0.0002823806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941664,0.0001326626,0.0002367588,0.00003036096,0.0003300514,0.0001481554,7.540744e-7,0.0001452578,0.004809624],"genre_scores_gemma":[0.9994089,0.00003049797,0.0002999506,5.124762e-7,0.0001181551,0.00006849861,8.006068e-7,0.00002179937,0.00005089999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1492315,"threshold_uncertainty_score":0.3467045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936418632","doi":"10.17221/18/2018-rae","title":"Comparative kinetic analysis of convective and vacuum dried Opuntia ficus-indica (L.) Mill. cladodes","year":2019,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Botanical Research and Applications","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":"Centennial College","funders":"","keywords":"Cladodes; Ficus; Horticulture; Kinetic energy; Botany; Mill; Cactus; Chemistry; Physics; Biology; Engineering; Mechanical engineering","authors":[{"name":"Anirban Dey","is_ca":false},{"name":"Somya Singhal","is_ca":false},{"name":"Prasad Rasane","is_ca":false},{"name":"Sawinder Kaur","is_ca":false},{"name":"Navneet Kaur","is_ca":true},{"name":"Jyoti Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05149643549690278,"gpt":0.3213521973842259,"spread":0.2698557618873231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004791216,0.0001285398,0.0003791048,0.0001014634,0.00007246047,0.00005879579,0.0002748044,0.00009080962,0.0001787134],"category_scores_gemma":[0.00008469733,0.00004949601,0.00009436041,0.003120965,0.00009303119,0.0001110875,0.0001524637,0.0004086398,0.0000268537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819473,"about_ca_system_score_gemma":0.000008544739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000393509,"about_ca_topic_score_gemma":0.0003980514,"domain_scores_codex":[0.9983367,0.0001137283,0.0002488161,0.0003422716,0.0004760279,0.0004824023],"domain_scores_gemma":[0.9983504,0.001154515,0.0000401688,0.00007350971,0.0001889592,0.0001923798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002436457,0.00008090802,0.006538095,0.0000251422,0.0001688743,0.000001926555,0.0001630976,0.0009254908,0.987826,0.002883784,0.00006590086,0.001296391],"study_design_scores_gemma":[0.0001482594,0.0001765794,0.9770194,0.00004690814,0.00002245373,0.000001230871,0.000618501,0.009329597,0.0117599,0.0001022061,0.0006292629,0.0001456712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977963,0.000310726,0.000004836388,0.0005574094,0.00001389541,0.0004528054,0.00003917373,0.00002386576,0.0008009916],"genre_scores_gemma":[0.9995411,0.00009744176,0.00009712424,0.000005183431,0.0000336312,0.00005470677,0.0000536097,8.658001e-7,0.0001163322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9760661,"threshold_uncertainty_score":0.2018389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405926549","doi":"10.17221/24/2024-rae","title":"Modeling and optimization of dynamic isothermal compressibility features on flowability of Canarium schweinfurthii Engl nutshell powder","year":2024,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Compressibility; Materials science; Water content; Bulk density; Particle size; Particle density; Porosity; Composite material; Moisture; Thermodynamics; Chemistry; Geotechnical engineering; Soil science; Volume (thermodynamics); Soil water; Geology; Physics","authors":[{"name":"James Chinaka Ehiem","is_ca":false},{"name":"Victor Ifeanyichukwu Obiora Ndirika","is_ca":false},{"name":"Udochukwu Nelson Onwuka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01565468928734903,"gpt":0.266620769943927,"spread":0.2509660806565779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005565684,0.0001681389,0.0002489639,0.0002765206,0.00002606828,0.00003778344,0.0001407883,0.0001283785,0.000009562615],"category_scores_gemma":[0.00006680645,0.0001265519,0.00006169685,0.0005800463,0.00004532406,0.0001677117,0.00005210731,0.0005802684,9.630211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762432,"about_ca_system_score_gemma":0.00002093407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454137,"about_ca_topic_score_gemma":0.00005739305,"domain_scores_codex":[0.9987016,0.00005471854,0.0003159833,0.0002429123,0.0003486176,0.0003361145],"domain_scores_gemma":[0.9994669,0.0001572045,0.000007531026,0.000183718,0.000103478,0.00008119411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001094223,0.00001846683,0.00002412222,0.0009250208,0.00002292906,0.000003830015,0.0003060353,0.872964,0.1245236,0.0005132982,0.000009781001,0.0006779315],"study_design_scores_gemma":[0.000180008,0.00003657253,0.001776568,0.0004226537,0.000005178953,0.000004285652,0.00009512214,0.984345,0.01294583,0.00005017886,0.000007044263,0.0001315848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876451,0.002997084,0.008417063,0.0000536327,0.0001729644,0.0002959723,0.00002595793,0.0001429352,0.0002492828],"genre_scores_gemma":[0.9976069,0.0001507307,0.002141981,7.515653e-7,0.00003413158,0.00001626225,0.00001899981,0.00002243413,0.000007751154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115778,"threshold_uncertainty_score":0.5160635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410097744","doi":"10.17221/15/2025-rae","title":"Portable analogue-based electronic moisture meter for root-crop chips","year":2025,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Genome Prairie","funders":"","keywords":"Metre; Crop; Moisture; Environmental science; Root (linguistics); Agricultural engineering; Water content; Engineering; Agronomy; Materials science; Biology; Physics; Geotechnical engineering; Composite material","authors":[{"name":"James Roy Lesidan","is_ca":false},{"name":"Mencius Lesidan","is_ca":false},{"name":"Melvin Hagonob","is_ca":true},{"name":"Charlie Andan","is_ca":false},{"name":"Ma. Grace C. Sumaria","is_ca":false},{"name":"Ronaldo Almencion","is_ca":false},{"name":"Kebin Ysrael Martinez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03733082569035925,"gpt":0.2983143964384836,"spread":0.2609835707481243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102171,0.0001380906,0.0001855528,0.0004532263,0.000114341,0.00009184126,0.0007345207,0.0001443192,0.000001249656],"category_scores_gemma":[0.0001886839,0.00009839845,0.00007235847,0.001627582,0.00001965578,0.000176445,0.00004294658,0.0005604801,0.000006329595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578999,"about_ca_system_score_gemma":0.00009115913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006207288,"about_ca_topic_score_gemma":0.0001407316,"domain_scores_codex":[0.9982321,0.00005887383,0.0002109951,0.0003652174,0.0003103665,0.0008224596],"domain_scores_gemma":[0.9992555,0.0001792436,0.00002293843,0.0003221211,0.0001661303,0.00005400899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003204469,0.0001670666,0.003064157,0.0005386626,0.0001570954,0.00003314491,0.000115841,0.05485312,0.6070797,0.3238727,0.005528785,0.004557593],"study_design_scores_gemma":[0.003736925,0.0005027844,0.1159322,0.00113579,0.0000237319,0.00003474789,0.0001738517,0.2602827,0.5543712,0.004583082,0.0580603,0.001162707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4747626,0.005195775,0.5001835,0.01118099,0.001159793,0.003120129,0.000007408398,0.001249539,0.003140271],"genre_scores_gemma":[0.9966601,0.000006939735,0.002544598,0.00002394421,0.00004671598,0.0002237234,0.000008963273,0.00000549052,0.0004795929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5218974,"threshold_uncertainty_score":0.4012572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409771488","doi":"10.17221/73/2024-rae","title":"Perception of bimodal warning cues during remote supervision of autonomous agricultural machines","year":2025,"lang":"en","type":"article","venue":"Research in Agricultural Engineering","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perception; Agriculture; Psychology; Human–computer interaction; Computer science; Business; Engineering; Geography; Neuroscience","authors":[{"name":"ANITA CHIDERA EZEAGBA","is_ca":true},{"name":"Cheryl M. Glazebrook","is_ca":true},{"name":"D. D. Mann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02400902917094109,"gpt":0.3349471950325942,"spread":0.3109381658616531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006968463,0.0001955099,0.0003617706,0.0005380427,0.00009123945,0.00002390524,0.0003232465,0.0001669718,0.0001105745],"category_scores_gemma":[0.0001684333,0.0001313091,0.0001313726,0.001335891,0.0000570486,0.0001725047,0.0001845891,0.0006508504,0.00001443879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052898,"about_ca_system_score_gemma":0.00001901738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218594,"about_ca_topic_score_gemma":0.0000170876,"domain_scores_codex":[0.9980448,0.0001676636,0.0005220964,0.0003444981,0.000380034,0.000540848],"domain_scores_gemma":[0.999181,0.0002568895,0.00007336377,0.0002048933,0.0002146761,0.00006923341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006846974,0.00007619416,0.005443885,0.0004027071,0.0000591428,0.00001548397,0.003344565,0.01059503,0.9640021,0.001515124,0.00008338418,0.01439389],"study_design_scores_gemma":[0.0006082032,0.00008181027,0.9853226,0.0006369302,0.000007465522,0.00001714232,0.00418099,0.003318557,0.005535545,0.00003632288,0.00008841331,0.0001660154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934341,0.0006410438,0.000113711,0.0002405753,0.0002625536,0.0003096653,0.000005302981,0.00007618552,0.004916803],"genre_scores_gemma":[0.9980206,0.00006510963,0.0006523181,0.00000185795,0.0001053067,0.00001534337,0.0000224654,0.00001200346,0.001104932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798787,"threshold_uncertainty_score":0.5354631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}