{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"f4241f5dc244","filters":{"venue":"Journal of Agricultural Engineering (India)"}},"results":[{"id":"W2219380250","doi":"10.52151/jae2012491.1464","title":"Detection of Fungal Infection in Canola using Near-Infrared Hyperspectral Imaging","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"","keywords":"Hyperspectral imaging; Canola; Veterinary medicine; Biology; Remote sensing; Medicine; Botany; Geography","authors":[{"name":"T. Senthilkumar","is_ca":true},{"name":"C. B. Singh","is_ca":true},{"name":"Digvir S. Jayas","is_ca":true},{"name":"N. D. G. White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008128209970654499,"gpt":0.2250476952318197,"spread":0.2169194852611652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001498074,0.0001553867,0.0002957986,0.0002368945,0.00004357202,0.00003408447,0.00009237081,0.00009063972,0.0000454136],"category_scores_gemma":[0.0001165102,0.000120642,0.000177266,0.0006746876,0.00001664649,0.0005356753,0.00001793803,0.0004151941,0.000001057767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612051,"about_ca_system_score_gemma":0.00002940981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195083,"about_ca_topic_score_gemma":0.000002979325,"domain_scores_codex":[0.9989443,0.000009008338,0.000422906,0.00008129919,0.0002352046,0.0003073218],"domain_scores_gemma":[0.999359,0.00004287855,0.0003135623,0.00006927975,0.0001065575,0.0001087319],"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":[0.00001261951,0.00005441015,0.112713,0.00005585865,0.00007269486,0.000005996947,0.0002206362,0.007997867,0.8787112,0.000005322366,0.000009414378,0.0001409773],"study_design_scores_gemma":[0.000289314,0.00001878979,0.4363544,0.00005912554,0.0001043123,0.0004610058,0.0002107855,0.0008661438,0.5614803,0.000001558809,0.00002809602,0.0001261225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978274,0.001219192,0.0003672206,0.000009876205,0.0002676425,0.00002204529,0.000001798058,0.00002157319,0.0002632432],"genre_scores_gemma":[0.9982799,0.00005143096,0.00112081,0.000003465912,0.0005029612,8.28425e-7,0.000001321455,0.00001209116,0.00002717872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236414,"threshold_uncertainty_score":0.4919637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1531024151","doi":"10.52151/jae2011482.1437","title":"Use of Participatory System Dynamics Modelling for Collaborative Watershed Management in Québec, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Watershed; Citizen journalism; System dynamics; Dynamics (music); Watershed management; Environmental planning; Environmental resource management; Computer science; Geography; Management science; Engineering; Operations research; Biology; Environmental science; Sociology; Ecology; World Wide Web; Machine learning","authors":[{"name":"Johannes Halbe","is_ca":true},{"name":"Jan Adamowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1512563473000755,"gpt":0.2854152411440218,"spread":0.1341588938439463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009980113,0.0001581741,0.0005229819,0.0002901818,0.00004625706,0.00008129574,0.0003927289,0.00004871812,0.000007484016],"category_scores_gemma":[0.000195272,0.00009224265,0.0001420837,0.0006055144,0.00001135728,0.0003725986,0.00005650437,0.0001247087,0.000001012813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731815,"about_ca_system_score_gemma":0.000162246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02599085,"about_ca_topic_score_gemma":0.05740531,"domain_scores_codex":[0.9972318,0.00005740106,0.001391672,0.0001735229,0.000896136,0.0002494187],"domain_scores_gemma":[0.9976894,0.0005241733,0.0007109854,0.0001781986,0.0007675741,0.0001296212],"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":[0.00008999445,0.0000335588,0.002086385,0.00007949962,0.000117693,0.00008270859,0.001711137,0.9878727,0.0002376341,0.004615797,0.002631357,0.0004415751],"study_design_scores_gemma":[0.001405766,0.0002683867,0.2157067,0.0008729187,0.000103631,0.0001347853,0.02352086,0.7518283,0.0008836553,0.0001524748,0.004556234,0.0005662537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615248,0.0002741152,0.03692427,0.0000410553,0.0007782646,0.0003037353,0.00002353435,0.00000922124,0.0001210096],"genre_scores_gemma":[0.9895139,0.000003421556,0.01025613,0.000007197226,0.00005487811,0.000008542786,5.691462e-7,0.000008636292,0.0001467012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360444,"threshold_uncertainty_score":0.9804952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1553343036","doi":"10.52151/jae2013504.1526","title":"Resistance to Airflow through Bulk Grains, Oilseeds and Other Agricultural Products – A Review","year":2013,"lang":"en","type":"review","venue":"Journal of Agricultural Engineering (India)","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Airflow; Aeration; Abiotic component; Context (archaeology); Resistance (ecology); Agricultural engineering; Agriculture; Environmental science; Pressure drop; Scope (computer science); Architectural engineering; Engineering; Computer science; Mechanics; Mechanical engineering; Agronomy; Ecology; Geography; Physics; Waste management; Biology","authors":[{"name":"J.A. Moses","is_ca":true},{"name":"D. S. Jayas","is_ca":true},{"name":"K. Alagusundaram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03546116785097201,"gpt":0.2503957087730215,"spread":0.2149345409220495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004986118,0.0008071953,0.002147814,0.00005578044,0.0001712562,0.0002248602,0.0006965061,0.0003342265,0.00003100635],"category_scores_gemma":[0.0003771193,0.0002479958,0.0006902918,0.001141115,0.00002994915,0.0004232315,0.0001446188,0.0008702322,0.00004878258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602695,"about_ca_system_score_gemma":0.00003949442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002846028,"about_ca_topic_score_gemma":0.000009559435,"domain_scores_codex":[0.9967388,0.0001137353,0.001327817,0.0005459556,0.0006192022,0.0006545197],"domain_scores_gemma":[0.9979167,0.0002004396,0.0009027293,0.0001348904,0.0004583261,0.0003869189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002658392,0.0002894646,0.000005942345,0.07668485,0.001338956,0.0001067837,0.0007936529,0.0003730107,0.01335481,0.0005117612,0.144001,0.7625132],"study_design_scores_gemma":[0.00008798307,0.0002262656,0.000511782,0.05268018,0.0004637106,0.0006715378,0.00005701838,6.668114e-7,0.00004631084,0.00000351327,0.9445154,0.0007356232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004064102,0.9928455,0.000002948388,0.00117282,0.0006406041,0.0009831986,0.00004718962,0.00008372322,0.000159965],"genre_scores_gemma":[0.0003429907,0.9944847,0.001751665,0.0002857579,0.001981355,0.0000690272,0.00004729996,0.00001093641,0.001026308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8005144,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1588919888","doi":"10.52151/jae2014514.1561","title":"Simulation and Validation of Airflow Distribution Patterns in Bins Filled with Canola","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Hygrothermal properties of building materials","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":"University of Manitoba","funders":"","keywords":"Airflow; Bin; Aeration; Canola; Duct (anatomy); Mechanics; Finite element method; Mathematics; Environmental science; Compressibility; Materials science; Structural engineering; Engineering; Mechanical engineering; Physics; Chemistry; Waste management; Algorithm","authors":[{"name":"J.A. Moses","is_ca":true},{"name":"Digvir S. Jayas","is_ca":true},{"name":"K. Alagusundaram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005550241240559878,"gpt":0.1800772189412381,"spread":0.1745269777006782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967488,0.0001258317,0.0002447946,0.00008519302,0.00001342854,0.00003099991,0.00007214509,0.00006067382,0.000006386658],"category_scores_gemma":[0.00008044932,0.00008263833,0.00003335539,0.0001151529,0.000007824991,0.000294116,0.00001011037,0.0001214259,6.536897e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008695825,"about_ca_system_score_gemma":0.000005094807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001148622,"about_ca_topic_score_gemma":0.000002006934,"domain_scores_codex":[0.9992552,0.00001960737,0.0003576609,0.00006228901,0.0001688524,0.0001363344],"domain_scores_gemma":[0.9996257,0.00006430379,0.0001197933,0.00005702904,0.0000815321,0.00005163282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001209175,0.000006910152,0.002099066,0.000109936,0.00002303516,0.000001457605,0.0001245411,0.8773586,0.1199977,0.000007886795,0.000008306901,0.0002505252],"study_design_scores_gemma":[0.0009724558,0.0002439924,0.7201242,0.0006553264,0.00003543511,0.00004300948,0.00004322832,0.1136995,0.163812,0.000002781043,0.0001160946,0.0002519922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918151,0.000046093,0.007814918,0.00002056086,0.0001589896,0.00009075631,0.00001026227,0.00003168113,0.00001156094],"genre_scores_gemma":[0.9993888,0.00001751422,0.000450051,0.000001953196,0.0001096964,0.000002066908,0.00001227111,0.00001433767,0.000003284985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636591,"threshold_uncertainty_score":0.3369893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1490297000","doi":"10.52151/jae2013504.1528","title":"Studies on Pre-cooling of Mango for Extension of Shelf-Life","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Shelf life; Extension (predicate logic); Life extension; Veterinary medicine; Biology; Mathematics; Biotechnology; Medicine; Computer science; Food science; Gerontology","authors":[{"name":"Sonali C. Khanbarad","is_ca":false},{"name":"Nandkishor Patil","is_ca":true},{"name":"R. F. Sutar","is_ca":false},{"name":"D.C. Joshi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03499104882350018,"gpt":0.249070116035521,"spread":0.2140790672120208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004400336,0.0001570838,0.00043663,0.00003773325,0.00005116909,0.00002525198,0.0002330492,0.00006911453,0.00001961939],"category_scores_gemma":[0.0004026033,0.00005330827,0.0002535841,0.0002066387,0.00002494677,0.0002350969,0.00004740733,0.0001303447,0.000002940699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003206561,"about_ca_system_score_gemma":0.00000495336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000167614,"about_ca_topic_score_gemma":0.000003940279,"domain_scores_codex":[0.9986118,0.00003110939,0.0006999221,0.0001234697,0.0003290483,0.0002046675],"domain_scores_gemma":[0.9985301,0.0003794605,0.0005410253,0.00004671833,0.0003933455,0.0001093459],"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":[0.0001396807,0.0003065109,0.000806624,0.0005205621,0.0005122208,0.000004179675,0.0009605037,0.02778016,0.9577285,0.001745648,0.005409047,0.00408636],"study_design_scores_gemma":[0.0003281524,0.001095336,0.9584704,0.0004658463,0.00006669691,0.00001495519,0.001454754,0.0002164224,0.03679906,0.00006952127,0.0008193823,0.0001994439],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998002,0.0005865915,0.00002076299,0.000719991,0.000344443,0.0002718766,0.00001085125,0.0000146422,0.00002883887],"genre_scores_gemma":[0.9986087,0.0001179785,0.0007051828,0.0000783264,0.0003493549,0.000009212667,0.000006166134,0.000001371887,0.0001237259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9576638,"threshold_uncertainty_score":0.2173848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387451870","doi":"10.52151/jae2023603.1811","title":"Effects of Tray and Freeze Drying on Physico-chemical and Structural Properties of Fig Fruit Powder","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Phytochemistry and biological activities of Ficus species","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lethbridge College","funders":"","keywords":"Tray; Dehydration; Freeze-drying; Water content; Water activity; Materials science; Fourier transform infrared spectroscopy; Moisture; Amorphous solid; Starch; Food science; Texture (cosmology); Chemistry; Composite material; Chemical engineering; Botany; Chromatography; Crystallography; Biology; Biochemistry","authors":[{"name":"P. D. Poovai","is_ca":false},{"name":"K. A. Athmaselvi","is_ca":false},{"name":"T. Arumuganathan","is_ca":false},{"name":"Shubham Subrot Panigrahi","is_ca":true},{"name":"C. Indu Rani","is_ca":false},{"name":"R Neelavathi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00906592326087114,"gpt":0.1723998643136102,"spread":0.1633339410527391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007658229,0.0001665896,0.0003547462,0.00001850417,0.00004876845,0.00002625596,0.0001466866,0.00009968952,0.000006833885],"category_scores_gemma":[0.0001256573,0.00005371014,0.0001224981,0.0002002075,0.00008095848,0.0001479695,0.00005760916,0.0002060501,4.403659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000149834,"about_ca_system_score_gemma":0.000003152907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000713836,"about_ca_topic_score_gemma":3.804338e-7,"domain_scores_codex":[0.9991708,0.00001657279,0.0002765349,0.0001287352,0.0002110497,0.0001963429],"domain_scores_gemma":[0.9993588,0.0002586268,0.0001989685,0.00002326836,0.00007151189,0.00008883805],"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":[0.00002967081,0.00002549353,0.0004249872,0.0001452061,0.00004169389,0.000004822502,0.00009912466,0.00006375183,0.997518,0.00002537311,0.00008515974,0.001536704],"study_design_scores_gemma":[0.0001271572,0.0002524781,0.3656419,0.0001916911,0.00001411511,0.00002717577,0.0001282563,0.000008760297,0.6334592,0.00002714135,0.00002801009,0.00009419182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991482,0.0003573709,1.172181e-7,0.0002701788,0.00007731209,0.00008717088,0.00001402216,0.00002125249,0.00002431861],"genre_scores_gemma":[0.9995417,0.0001012209,0.00002779731,0.00001068002,0.0002788788,0.000002270948,0.000004620881,0.000001045179,0.00003180176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3652169,"threshold_uncertainty_score":0.2190236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992267701","doi":"10.52151/jae2014511.1538","title":"Determination of Main Constituents in Green Gram Using Near- Infrared Hyperspectral Imaging","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Hyperspectral imaging; Gram; Veterinary medicine; Mathematics; Remote sensing; Biology; Medicine; Geography","authors":[{"name":"S. Kaliramesh","is_ca":true},{"name":"V. Chelladurai","is_ca":true},{"name":"D. S. Jayas","is_ca":false},{"name":"K. Alagusundaram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007124770539024223,"gpt":0.2282488761643765,"spread":0.2211241056253523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001594125,0.0001536885,0.0003411782,0.0002112076,0.00003303879,0.00004017513,0.0001908592,0.00007536489,0.0000436013],"category_scores_gemma":[0.0001860521,0.0001183382,0.0001482199,0.0004691708,0.00003428116,0.0002757554,0.00002398211,0.000300004,8.685974e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313482,"about_ca_system_score_gemma":0.00003306014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003644214,"about_ca_topic_score_gemma":0.000001405134,"domain_scores_codex":[0.9989163,0.00001078117,0.0004747155,0.0001045417,0.000264253,0.0002293641],"domain_scores_gemma":[0.9993089,0.00007641655,0.0003396797,0.00008201683,0.0001079926,0.00008500859],"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":[0.00001739112,0.00007929147,0.02826733,0.0001551606,0.00007486221,0.00003887485,0.000355993,0.01043977,0.9595726,0.00007725359,0.00003065035,0.0008908748],"study_design_scores_gemma":[0.002631085,0.000111052,0.3335733,0.0006405693,0.0004217173,0.001406091,0.00119681,0.04377485,0.6152536,0.0001352106,0.0001447386,0.0007110322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976131,0.0002310702,0.001431732,0.00003374125,0.00009566366,0.00002473455,0.000003447379,0.00001489664,0.0005515867],"genre_scores_gemma":[0.9889044,0.00001375821,0.01082838,0.000008286616,0.0001787846,6.166107e-7,0.000003314248,0.000009565893,0.00005293198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344319,"threshold_uncertainty_score":0.482569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590481811","doi":"10.52151/jae2004412.1081","title":"Performance of GIS interfaces in Watershed Delineation and Stream Network Generation from DEM","year":2004,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Watershed; Geology; Hydrology (agriculture); Computer science; Environmental science; Geography; Remote sensing","authors":[{"name":"A. Sarangi","is_ca":false},{"name":"Chandra A. Madramootoo","is_ca":true},{"name":"Dhirendra Kumar Singh","is_ca":false},{"name":"A. K. Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005690247450062227,"gpt":0.1720899812676312,"spread":0.166399733817569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214144,0.00007854388,0.0001323977,0.00002636331,0.00002978559,0.000008515396,0.00006558247,0.00003739883,0.00001135441],"category_scores_gemma":[0.000008907224,0.000045478,0.00002142899,0.00008985767,0.00002107545,0.0002834699,0.00004297038,0.00009270156,0.000002744485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006455327,"about_ca_system_score_gemma":0.000001289634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004975073,"about_ca_topic_score_gemma":0.00002420221,"domain_scores_codex":[0.999469,0.000009167867,0.0002392789,0.00007157443,0.0001007613,0.0001102097],"domain_scores_gemma":[0.9998195,0.00001052093,0.0001059278,0.00002986424,0.000008673747,0.00002555355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001083091,0.00001421823,0.08288477,0.00000516333,0.00002669988,0.000002584723,0.0005282781,0.8820783,0.03391375,0.00000430297,0.0001156868,0.000415435],"study_design_scores_gemma":[0.0003760681,0.0001383612,0.9811131,0.00004824103,0.00002083489,0.000007712806,0.00005813785,0.004177103,0.01391816,0.00001041219,0.00005844999,0.00007344307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992386,0.00009260829,0.0002407317,0.0002329629,0.0001211734,0.0000480442,6.023386e-7,0.000004919222,0.00002036148],"genre_scores_gemma":[0.9971259,0.0002344091,0.002493431,0.0000139312,0.0001073403,0.000001186117,0.000004486455,0.000002517579,0.00001683879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8982283,"threshold_uncertainty_score":0.1854539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1545118606","doi":"10.52151/jae2012492.1475","title":"Decision Support Tool for Evaluating Changes in Arid and Tropical Watersheds","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"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":"Environmental science; Hydrology (agriculture); Arid; Watershed; Surface runoff; Deforestation (computer science); Climate change; Land cover; Land use; Vegetation (pathology); Storm; Drainage basin; Land use, land-use change and forestry; Physical geography; Geography; Meteorology; Geology; Ecology","authors":[{"name":"Forood Sharafi","is_ca":false},{"name":"Jan Adamowski","is_ca":true},{"name":"Jalal Barkhordari","is_ca":false},{"name":"Hossein Saadat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01243533893256101,"gpt":0.2364787868547343,"spread":0.2240434479221733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004150088,0.000100807,0.0001689542,0.00004985308,0.00004962487,0.00001426027,0.00008275619,0.00004931521,0.00004164892],"category_scores_gemma":[0.00008810032,0.00005986289,0.000043181,0.00007461397,0.00002081567,0.0002883246,0.00008113748,0.0001190835,0.000007417931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379361,"about_ca_system_score_gemma":0.000001184757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001762213,"about_ca_topic_score_gemma":0.000002870815,"domain_scores_codex":[0.999262,0.00001300003,0.0002079419,0.00008004778,0.0001650954,0.0002718929],"domain_scores_gemma":[0.9997329,0.00008441057,0.0000739292,0.00003633106,0.000008372694,0.0000640464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001412594,0.0001359692,0.8949534,0.00007708117,0.000120923,0.00002023318,0.003620274,0.03002444,0.05550004,0.0001076286,0.003493106,0.01180561],"study_design_scores_gemma":[0.0004729624,0.0002423477,0.9962044,0.00002453712,0.00002854687,0.00005179837,0.00007729603,0.0003041464,0.001346033,0.00001893737,0.001128839,0.0001001407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983551,0.00006450142,0.0006272698,0.0004631396,0.0003187752,0.0001198545,6.835944e-7,0.00000698625,0.00004372011],"genre_scores_gemma":[0.9939099,0.00004711761,0.005746957,0.00005844905,0.0001549914,0.000008144095,0.000001103122,0.000004490616,0.00006883258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101251,"threshold_uncertainty_score":0.2441138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993318975","doi":"10.52151/jae2011481.1430","title":"Evaluation of the MIKE SHE Model in a Cold Region","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ste. Anne's Hospital; University of Guelph; McGill University","funders":"","keywords":"Veterinary medicine; Mathematics; Operations research; Medicine","authors":[{"name":"Shalini. Oogathoo","is_ca":false},{"name":"Shiv O. Prasher","is_ca":true},{"name":"Ramesh Rudra","is_ca":true},{"name":"Ramanbhai M. Patel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02482740851617806,"gpt":0.1956143913297295,"spread":0.1707869828135515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717456,0.00008106944,0.0001253871,0.00003359907,0.00001935628,0.000005226209,0.0001930943,0.00005925706,0.00005308019],"category_scores_gemma":[0.00004810419,0.00003980573,0.00008498071,0.0002621547,0.00001915308,0.0001643161,0.00004006846,0.0002154663,0.000003989354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756928,"about_ca_system_score_gemma":0.0000134129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002295786,"about_ca_topic_score_gemma":0.000003784558,"domain_scores_codex":[0.9989731,0.00003980752,0.0002916115,0.00006641178,0.0005082723,0.0001208016],"domain_scores_gemma":[0.9995981,0.00001361506,0.0002190619,0.00007931688,0.0000419546,0.00004791027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000005894263,0.00004647013,0.002369677,0.000006140701,0.00002200722,0.000002297642,0.001314759,0.9292346,0.06644201,0.00006981157,0.0001967241,0.0002896405],"study_design_scores_gemma":[0.0007360759,0.00009666303,0.8857809,0.0001505255,0.0001248704,0.00009246249,0.0001346138,0.09238937,0.02005347,0.0002357394,0.0000536333,0.0001516727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977605,0.0001414482,0.0000778702,0.00005500912,0.0001814201,0.0001163702,3.693333e-7,0.000003086653,0.001663885],"genre_scores_gemma":[0.999113,0.00003131704,0.0007033076,0.000009487548,0.00002603057,0.000002146706,1.725736e-7,0.000004328569,0.0001102336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8834112,"threshold_uncertainty_score":0.1623231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575859780","doi":"","title":"Grain Storage for Food Security and Safety: Research at the University of Manitoba, Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Food Waste Reduction and Sustainability","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":"Food security; Agricultural engineering; Food supply; Consumption (sociology); Business; Environmental science; Quality (philosophy); Raw material; Agricultural economics; Engineering; Biotechnology; Toxicology; Agricultural science; Agriculture; Biology; Economics; Ecology","authors":[{"name":"Digvir S. Jayas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01661999788431355,"gpt":0.1989049214362313,"spread":0.1822849235519177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007192732,0.00007994673,0.0001502299,0.00001213275,0.000247317,0.00001307679,0.0001586505,0.00005198954,0.00001759301],"category_scores_gemma":[0.0001118856,0.00002707054,0.00008519115,0.0002188263,0.00005160575,0.0001383395,0.0000631966,0.0002092375,2.109488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981928,"about_ca_system_score_gemma":0.00002979928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004732047,"about_ca_topic_score_gemma":0.03899783,"domain_scores_codex":[0.9991611,0.00007181619,0.0001626252,0.00007372547,0.0002727516,0.0002579304],"domain_scores_gemma":[0.9991804,0.0002658497,0.0001031166,0.00003115165,0.000272568,0.0001468795],"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":[0.002350419,0.001741245,0.0568706,0.001698868,0.001695886,0.00006722911,0.01918999,0.009192489,0.6091028,0.00918066,0.1922131,0.09669675],"study_design_scores_gemma":[0.0002275501,0.0005452517,0.9074876,0.00003364139,0.00001813865,0.0001025781,0.03639035,0.0000233001,0.00170066,0.00002522158,0.05332431,0.0001214241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974866,0.0007094975,0.000002267415,0.001339362,0.0002028867,0.00017031,0.00004527376,0.000004637995,0.00003914531],"genre_scores_gemma":[0.9995158,0.00005420331,0.00003030196,0.000007187484,0.0002782705,4.806229e-7,0.000004566426,6.111375e-7,0.0001085286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.850617,"threshold_uncertainty_score":0.978538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1544296671","doi":"10.52151/jae2003402.1036","title":"Use of Misbach's Non-Darcy Equation in the Design of Ditch Drainage systems","year":2003,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Dam Engineering and Safety","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":"Ditch; Drainage; Darcy–Weisbach equation; Hydrology (agriculture); Environmental science; Geology; Geotechnical engineering; Porous medium; Porosity; Biology; Ecology","authors":[{"name":"A. Sarangi","is_ca":true},{"name":"Chandra A. Madramootoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0216391519965971,"gpt":0.185895199465926,"spread":0.1642560474693289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007633342,0.0002135097,0.000422155,0.0002181036,0.00001970192,0.00005095353,0.000247278,0.0001082421,0.000002388354],"category_scores_gemma":[0.0001962969,0.0001338488,0.0001451079,0.0005232407,0.00001455303,0.0004560252,0.000008379502,0.0003751968,0.00000123921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023094,"about_ca_system_score_gemma":0.00002036223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000925371,"about_ca_topic_score_gemma":2.857956e-7,"domain_scores_codex":[0.9984593,0.0000633342,0.0007533478,0.00008155128,0.0003856475,0.0002568009],"domain_scores_gemma":[0.9990805,0.0003623462,0.0001955656,0.0001599626,0.0001338996,0.00006769061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000004691118,0.0000320686,0.0001020857,0.0002122695,0.00006723017,0.00001402436,0.0006523924,0.9501885,0.04773061,0.0007162601,0.0002236786,0.00005620132],"study_design_scores_gemma":[0.002776581,0.0008487946,0.5209042,0.00272311,0.0003011644,0.00122573,0.002689348,0.4181965,0.0462958,0.00005592955,0.002563827,0.001419044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8608069,0.0009765709,0.1364828,0.00002262295,0.001080642,0.0003343324,0.00000986873,0.00004536403,0.000240914],"genre_scores_gemma":[0.9961284,0.0000979692,0.003614684,0.000002252406,0.0001013596,0.000006252376,0.000002974499,0.00002204061,0.00002407073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.531992,"threshold_uncertainty_score":0.5458195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992424437","doi":"10.52151/jae2006434.1230","title":"Peristaltic Pumping System for Metering Aqueous Fertilizer","year":2024,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Freezing and Crystallization Processes","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":"University of Manitoba","funders":"","keywords":"Metering mode; Peristalsis; Peristaltic pump; Aqueous solution; Fertilizer; Environmental science; Chemistry; Engineering; Mechanical engineering","authors":[{"name":"Amrita Dey","is_ca":true},{"name":"Indra Mani","is_ca":false},{"name":"J. S. Panwar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005976294315422322,"gpt":0.1874722840985071,"spread":0.1814959897830848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729884,0.0002214134,0.0002963532,0.0001922011,0.00005444998,0.0002623747,0.0001772091,0.00008987074,0.000007237438],"category_scores_gemma":[0.00006104164,0.0001597839,0.0002113889,0.0003169873,0.000007888792,0.0004053781,0.00001421678,0.0002440261,0.000005920783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483775,"about_ca_system_score_gemma":0.00002364304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.413615e-7,"about_ca_topic_score_gemma":2.147952e-7,"domain_scores_codex":[0.9988757,0.000006416653,0.0004872449,0.0001213288,0.0002214587,0.0002878198],"domain_scores_gemma":[0.9995027,0.00009883233,0.00005977161,0.00007564025,0.0001402618,0.0001228169],"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":[0.00001218123,0.00001216429,0.00001062502,0.00663472,0.0004296684,0.00009994867,0.0008187111,0.7165097,0.2713213,0.0006691376,0.00122007,0.002261804],"study_design_scores_gemma":[0.001970147,0.0007133367,0.01061221,0.0128778,0.0008980656,0.007990438,0.003534031,0.6586164,0.2355564,0.00006446378,0.06455372,0.002613014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.866656,0.01253107,0.1141902,0.00007669219,0.004651195,0.0002471594,0.00001942501,0.001189725,0.0004384647],"genre_scores_gemma":[0.9968115,0.0001029353,0.002298163,0.000004296484,0.0005966935,0.00001574485,0.000005806514,0.0000530672,0.0001117836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301555,"threshold_uncertainty_score":0.65158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401411401","doi":"10.52151/jae2024613.1852","title":"Reliability of Artificial Intelligence-based Models Compared to Numerical Model for Predicting Groundwater Level under Changing Climate","year":2024,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Hydrological Forecasting Using AI","field":"Environmental 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":"McGill University","funders":"","keywords":"Reliability (semiconductor); Environmental science; Groundwater; Reliability engineering; Climate change; Computer science; Engineering; Ecology; Geotechnical engineering","authors":[{"name":"Viveka Nand","is_ca":true},{"name":"Bhaskar Narjary","is_ca":false},{"name":"Vijay Singh","is_ca":false},{"name":"Neeraj Kumar","is_ca":false},{"name":"Adlul Islam","is_ca":false},{"name":"Satyendra Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05645703991639166,"gpt":0.2564475943170398,"spread":0.1999905544006482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008158839,0.0002032784,0.0003407635,0.0001193574,0.00008952514,0.00006780378,0.0002572408,0.0000963827,0.00002596606],"category_scores_gemma":[0.0001348766,0.0001299608,0.0002362323,0.0004795513,0.00004018999,0.0003393288,0.0001124381,0.0002944359,0.000009634143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374094,"about_ca_system_score_gemma":0.00001717386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001141693,"about_ca_topic_score_gemma":0.000001324211,"domain_scores_codex":[0.9981122,0.00002243626,0.0006865959,0.0002492168,0.0004168419,0.0005126889],"domain_scores_gemma":[0.9993152,0.0001958809,0.0001444393,0.0001034972,0.00006004965,0.0001809016],"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":[0.00003909938,0.00005740446,0.00006672688,0.00006995737,0.00001745469,0.000003731876,0.0006258147,0.9754844,0.02261959,0.0001817217,0.00004418163,0.0007898828],"study_design_scores_gemma":[0.00006170966,0.0001953306,0.003806041,0.0002172185,0.0000400736,0.00002911618,0.00005509994,0.9905756,0.004250038,0.0005816169,0.00001043472,0.0001777486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5358719,0.00001334249,0.4635083,0.0001838871,0.0002253909,0.000129661,0.00001270554,0.00004053021,0.0000141967],"genre_scores_gemma":[0.9443536,0.000001784579,0.05539586,0.0000456831,0.0001539882,0.000009337804,0.000004773925,0.00001812001,0.0000168105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4084817,"threshold_uncertainty_score":0.5299648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083700104","doi":"10.52151/10.52151/jae2014511.1538","title":"Determination of Main Constituents in Green Gram Using Near- Infrared Hyperspectral Imaging","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Demographic Trends and Gender Preferences","field":"Social 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":"University of Manitoba","funders":"","keywords":"Partial least squares regression; Hyperspectral imaging; Principal component analysis; Principal component regression; Mean squared error; Gram; Correlation coefficient; Near-infrared spectroscopy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374010195221138,"gpt":0.2506364931165534,"spread":0.2368963911643421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349201,0.00009902252,0.0002148551,0.0001874039,0.00008298011,0.00006522105,0.0001951125,0.00005781838,0.000009593587],"category_scores_gemma":[0.0001276609,0.00007366636,0.0001070142,0.0004242089,0.00007891752,0.0004033162,0.00001656253,0.0001885112,4.624062e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008520376,"about_ca_system_score_gemma":0.00006058924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003096065,"about_ca_topic_score_gemma":0.0001158785,"domain_scores_codex":[0.99893,0.00006885977,0.0003497402,0.00008450485,0.0003395877,0.0002273221],"domain_scores_gemma":[0.9994324,0.00007142511,0.000245434,0.00004542333,0.0001098974,0.00009536117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008621474,0.0005084422,0.6236994,0.0003317656,0.0002918899,0.0001775059,0.09079584,0.04022442,0.08315209,0.01641372,0.0003849792,0.1439337],"study_design_scores_gemma":[0.0005507569,0.00005818046,0.9920145,0.0002019072,0.00003408629,0.00006521521,0.002702939,0.003061809,0.0003251451,0.0004316211,0.0003606851,0.0001931688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997541,0.0001381258,0.0007649471,0.0001584437,0.0003711152,0.00005677124,0.000002178698,0.00001324101,0.0009541401],"genre_scores_gemma":[0.9917437,0.00002663943,0.008013004,0.00000867877,0.0001738058,5.734577e-7,9.814426e-7,0.000003910014,0.00002869545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.368315,"threshold_uncertainty_score":0.3004027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1589243692","doi":"10.52151/jae2006431.1163","title":"Performance Evaluation of Shovel Type Furrow Opener of a Seed cum Fertilizer Drill in Sandy Soils","year":2024,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Soil Mechanics and Vehicle Dynamics","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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Shovel; Drill; Fertilizer; Soil water; Soil type; Geology; Agricultural engineering; Environmental science; Agronomy; Soil science; Engineering; Biology","authors":[{"name":"D.P. Darmora","is_ca":false},{"name":"Keshaw Prasad Pandey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01296180760218321,"gpt":0.2253648653428947,"spread":0.2124030577407114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005684812,0.0001544884,0.0003043562,0.0002245645,0.000009156554,0.00002502791,0.0001541516,0.0001010959,0.00001190753],"category_scores_gemma":[0.00005730685,0.0001104249,0.0001100848,0.0005135318,0.000006513219,0.0003107385,0.00002079319,0.0002884875,0.000002405575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690152,"about_ca_system_score_gemma":0.00005717485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004806705,"about_ca_topic_score_gemma":0.000002172791,"domain_scores_codex":[0.9987448,0.00001439955,0.0005355391,0.00008553563,0.0004431742,0.0001764935],"domain_scores_gemma":[0.9994395,0.0000363606,0.00008916393,0.00008601715,0.0002893826,0.0000595109],"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":[0.00001627644,0.00002400989,0.001064883,0.0003203824,0.0001158986,0.000005332289,0.0004746004,0.8346041,0.1590568,0.00007120081,0.00007576124,0.00417083],"study_design_scores_gemma":[0.0003421043,0.00008578948,0.3119368,0.0005057746,0.00005124565,0.00003754405,0.00007144392,0.6775053,0.009316519,0.000004551187,0.00002448964,0.0001185029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968673,0.001688925,0.00007511237,0.00001758711,0.001014837,0.0001102235,0.000004760111,0.00002783489,0.0001934006],"genre_scores_gemma":[0.9993366,0.0002312307,0.00026977,0.000002093969,0.000116025,0.000003083967,0.000004680604,0.00002116236,0.00001536063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108719,"threshold_uncertainty_score":0.4502998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392616435","doi":"10.52151/jae2012491.1462","title":"Grain Storage for Food Security and Safety: Research at the University of Manitoba, Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Food Safety and Hygiene","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":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Food safety; Food security; Veterinary medicine; Engineering; Medicine; Biotechnology; Environmental health; Agriculture; Biology; Geography; Pathology; Archaeology","authors":[{"name":"Digvir S. Jayas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02102042004537804,"gpt":0.1946812641014527,"spread":0.1736608440560746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038236,0.00008844537,0.0001637564,0.00001197321,0.0002816414,0.0000124807,0.0002131573,0.00005067805,0.0000268872],"category_scores_gemma":[0.00006238807,0.0000298749,0.000085233,0.0002110159,0.00004232713,0.0001502016,0.0000788128,0.000223962,7.02658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653807,"about_ca_system_score_gemma":0.00002079767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004995799,"about_ca_topic_score_gemma":0.09636532,"domain_scores_codex":[0.9991179,0.00005885666,0.0001699088,0.00007277106,0.0002946733,0.0002858644],"domain_scores_gemma":[0.9991893,0.000342937,0.0001182507,0.00003038967,0.0001756495,0.0001434319],"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":[0.001673496,0.0007884443,0.01442169,0.0006007696,0.001216017,0.000071772,0.008710908,0.005333795,0.8003097,0.006719717,0.129574,0.03057971],"study_design_scores_gemma":[0.0002634707,0.0007395981,0.9097212,0.00005737122,0.00002258837,0.0000829378,0.003912558,0.00002126999,0.002653196,0.00001572538,0.08238291,0.0001272038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968619,0.001129733,0.000003640694,0.00151907,0.0001916097,0.0001368439,0.00008966776,0.000004764412,0.00006270927],"genre_scores_gemma":[0.9993933,0.0001142395,0.00006053921,0.00001353689,0.0003270424,4.260838e-7,0.000007905176,7.518357e-7,0.00008226925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8952995,"threshold_uncertainty_score":0.9201236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1584455116","doi":"10.52151/jae2013501.1506","title":"Measurement of Physical Dimensions of Mung Bean","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering (India)","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Mung bean; Veterinary medicine; Mathematics; Engineering; Biology; Statistics; Medicine; Horticulture","authors":[{"name":"L. Ravikanth","is_ca":false},{"name":"Digvir S. Jayas","is_ca":true},{"name":"K. Alagusundaram","is_ca":false},{"name":"V. Chelladurai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01220031092636817,"gpt":0.1979372097903885,"spread":0.1857368988640203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172182,0.0001155981,0.0002895033,0.00008586594,0.00002850699,0.00001661538,0.0001316095,0.0000378801,0.00001175216],"category_scores_gemma":[0.0000528994,0.00006157674,0.0001987713,0.0001391238,0.00001893127,0.0002130744,0.00002070045,0.0001953128,0.000005386963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006473456,"about_ca_system_score_gemma":0.000009283805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001815934,"about_ca_topic_score_gemma":3.354634e-7,"domain_scores_codex":[0.9989436,0.00002563607,0.0003839424,0.00005827592,0.0004481749,0.0001404116],"domain_scores_gemma":[0.9990725,0.0000322597,0.0002505014,0.00007597866,0.0004807313,0.00008804479],"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":[0.0000398746,0.0001059482,0.00008880263,0.00007519727,0.00009000452,0.000001112276,0.0008026187,0.01033184,0.9866478,0.00002470374,0.0008462634,0.0009458545],"study_design_scores_gemma":[0.0006739582,0.002207384,0.2624407,0.0008856351,0.0001175678,0.0001047422,0.0004442902,0.00110767,0.7312734,0.00001910573,0.0005109537,0.0002145237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998392,0.0004747026,0.00001824195,0.0004467102,0.000450527,0.00009461112,0.000001409265,0.00001467465,0.0001071276],"genre_scores_gemma":[0.9990776,0.000006741955,0.000689411,0.00001470141,0.0001905131,0.000001630935,7.25274e-7,0.000008072308,0.00001058998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.262352,"threshold_uncertainty_score":0.2511027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}