{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"4a86f2a03e59","filters":{"venue":"AgResearch"}},"results":[{"id":"W6955262914","doi":"10.57935/agr.26065783","title":"Exploring trajectories in dietary adequacy of the B vitamins folate, riboflavin, vitamins B<sub>6 </sub>and B<sub>12</sub>, with advancing older age: a systematic review","year":2024,"lang":"en","type":"article","venue":"AgResearch","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","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":"Micronutrient; Riboflavin; B vitamins; Dietary Reference Intake; Nutrient; Vitamin B12; Population","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05244435057090663,"gpt":0.264111257225642,"spread":0.2116669066547354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355604,0.0003398196,0.0008720818,0.0004434489,0.0003886769,0.0005592773,0.0003919754,0.00005965456,0.00004296079],"category_scores_gemma":[0.0002381223,0.0001955243,0.000276307,0.0005987436,0.0003147332,0.001222889,0.000169234,0.0007739012,0.00001694227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009772785,"about_ca_system_score_gemma":0.0001294119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002460469,"about_ca_topic_score_gemma":0.005114058,"domain_scores_codex":[0.9967986,0.0004674323,0.0007867077,0.00045648,0.0008794511,0.0006113685],"domain_scores_gemma":[0.9983532,0.0005619575,0.0001575592,0.0005500662,0.0002322656,0.0001449239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001574989,0.0004755472,0.00209199,0.6744714,0.002349048,0.001836647,0.2487336,0.00002202609,0.03674833,0.02134327,0.003495321,0.008275334],"study_design_scores_gemma":[0.002485862,0.001361687,0.0145089,0.8726913,0.004380443,0.0003526935,0.04313468,0.0007806906,0.05125797,0.002847105,0.003601258,0.002597349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112546,0.08612175,0.00001259056,0.0005092404,0.000292189,0.001003707,0.00006301867,0.00005464646,0.0006881894],"genre_scores_gemma":[0.9780541,0.02073202,0.000009835222,0.0001500482,0.0002857067,0.0002171593,0.00002114931,0.00005643623,0.0004735106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055989,"threshold_uncertainty_score":0.797325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6954898316","doi":"10.57935/agr.26001208","title":"Values-led management: the guidance of place-based values in environmental relationships of the past, present, and future.","year":2018,"lang":"en","type":"article","venue":"AgResearch","topic":"Health Literacy and Information Accessibility","field":"Health Professions","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":"Reciprocity (cultural anthropology); Aotearoa; Indigenous; Foundation (evidence); Value (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06618883865308968,"gpt":0.4250478633783072,"spread":0.3588590247252176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005468557,0.00007814845,0.0001336837,0.0001000558,0.000733659,0.000007687199,0.0003771133,0.00008689013,0.0004484938],"category_scores_gemma":[0.0001417103,0.00004279039,0.00003224096,0.0003641724,0.0004725574,0.0002595119,0.0002770509,0.0005632965,0.00004361067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746414,"about_ca_system_score_gemma":0.0001145965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009908739,"about_ca_topic_score_gemma":0.0000320707,"domain_scores_codex":[0.9960048,0.002226808,0.0008271691,0.0001496548,0.0004833828,0.0003081498],"domain_scores_gemma":[0.9979317,0.001058892,0.0003029252,0.0005610859,0.00008588175,0.00005953049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678709,0.0000738341,0.9807188,0.0005838613,0.000009728617,1.798926e-7,0.006225676,0.000008111484,0.00002682924,0.001510625,0.006897212,0.003777276],"study_design_scores_gemma":[0.0007116523,0.00004227478,0.9615243,0.0001513028,0.000004121641,1.239443e-7,0.003313978,0.004186643,0.0001111406,0.0009831893,0.02893093,0.00004033567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713881,0.0002447337,0.00007764465,0.007183097,0.0001707425,0.001536404,0.0000370889,0.000009174835,0.01935303],"genre_scores_gemma":[0.997349,0.00006829613,0.0003412108,0.0003527756,0.0003142162,0.00008472491,0.000007646317,0.000006213916,0.001475888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596095,"threshold_uncertainty_score":0.5642786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6955424267","doi":"10.57935/agr.29162138","title":"Using salivary anti-CarLA IgA as a tool to manage gastrointestinal parasitism in Canadian pastured sheep *","year":2025,"lang":"en","type":"other","venue":"AgResearch","topic":"Seismic Waves and Analysis","field":"Earth and Planetary 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":"Flock; Grazing; Pasture; Immune system; Feces; Saliva; Immunoglobulin A; Immunity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02463939516806661,"gpt":0.2971330109881594,"spread":0.2724936158200928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000419784,0.0002538167,0.0003818435,0.001576638,0.0001083861,0.0001642022,0.0005346677,0.0001399341,0.02175339],"category_scores_gemma":[0.00009549056,0.0002347355,0.0001017925,0.001090953,0.00006602686,0.00005335649,0.00004584687,0.0004357242,0.001107828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004401823,"about_ca_system_score_gemma":0.0006877139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761901,"about_ca_topic_score_gemma":0.8729383,"domain_scores_codex":[0.9975413,0.0001481907,0.0002241164,0.0005548764,0.0004950653,0.001036413],"domain_scores_gemma":[0.998985,0.00008462278,0.00004529837,0.0003653552,0.00003420355,0.0004855439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003714646,0.00003329882,0.7672918,0.0001820697,0.0002211539,0.006688434,0.0001067861,0.002755265,0.00002223356,0.000184148,0.197107,0.02537069],"study_design_scores_gemma":[0.0003534788,0.0001265501,0.7005463,0.001441007,0.00005864405,0.0001034454,0.0002392288,0.01452928,0.000002313793,0.0003996855,0.2815097,0.000690397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04646964,0.0008569819,0.000103133,0.001477411,0.0002047288,0.0006102068,0.001016287,0.0000525793,0.949209],"genre_scores_gemma":[0.3597541,0.0002232809,0.004590618,0.001927611,0.0006240126,0.000004190442,0.0008735652,0.00009247534,0.6319101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3172989,"threshold_uncertainty_score":0.9996699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6973809319","doi":"10.57935/agr.26966176","title":"In recognition of Mike Hedley: fate of fertiliser in soil and mobilisation of recalcitrant nutrients","year":2024,"lang":"en","type":"article","venue":"AgResearch","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","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":"Lime; Agriculture; Phosphorus; Nutrient; Fertilizer; Research centre","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0264837606408831,"gpt":0.2816192902930638,"spread":0.2551355296521807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415466,0.0000504194,0.0001127791,0.0001527569,0.000007185271,0.000004993466,0.00007805307,0.00004648842,0.00008578052],"category_scores_gemma":[0.00003825951,0.00004278031,0.00002185326,0.0004887196,0.0001791162,0.0001725673,0.00007811607,0.00009406249,0.00001162892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004498251,"about_ca_system_score_gemma":0.000009898341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915315,"about_ca_topic_score_gemma":0.0002085459,"domain_scores_codex":[0.9990912,0.00007303493,0.0002491882,0.000165667,0.0002823056,0.0001385974],"domain_scores_gemma":[0.9997564,0.00008704013,0.00002588381,0.00008949874,0.00001281648,0.00002836347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996209,0.0002466968,0.9537821,0.0003195141,0.000005649661,0.000009439596,0.00250551,0.0001896665,0.01766985,0.00002547372,0.00004639604,0.0250001],"study_design_scores_gemma":[0.00114466,0.0002989585,0.8129278,0.0005202331,0.000006583663,0.000002490004,0.0004333936,0.03158692,0.1181683,0.03467543,0.0001008926,0.0001343385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990037,0.0001032259,0.00001148857,0.0001126068,0.00003509743,0.0001661144,0.00001745763,0.000003124108,0.0005471965],"genre_scores_gemma":[0.9995457,0.0002431801,0.00006478401,0.000004608094,0.000003588351,0.00001070799,0.00000967801,0.000005015966,0.0001127173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408543,"threshold_uncertainty_score":0.2895397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139958713","doi":"10.57935/agr.29486213","title":"Experimental and simulated data for crop and grassland production and carbon-nitrogen fluxes","year":2025,"lang":"","type":"article","venue":"AgResearch","topic":"Climate change impacts on agriculture","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":"Grassland; Primary production; Grassland ecosystem; Crop; Ecosystem; Standing crop; Ecosystem model; Growing season","authors":[{"name":"Renáta Sándor","is_ca":false},{"name":"Fiona Ehrhardt","is_ca":false},{"name":"Peter Grace","is_ca":false},{"name":"Sylvie Recous","is_ca":false},{"name":"Pete Smith","is_ca":false},{"name":"Val Snow","is_ca":false},{"name":"Jean-François Soussana","is_ca":false},{"name":"Bruno Bartelle Basso","is_ca":false},{"name":"Arti Bhatia","is_ca":false},{"name":"Lorenzo Brilli","is_ca":false},{"name":"Jordi Doltra","is_ca":false},{"name":"Christopher D. Dorich","is_ca":false},{"name":"Luca Doro","is_ca":false},{"name":"Nuala Fitton","is_ca":false},{"name":"Brian Grant","is_ca":false},{"name":"Matthew Tom Harrison","is_ca":false},{"name":"Miko Kirschbaum","is_ca":false},{"name":"Katja Klumpp","is_ca":false},{"name":"Patricia Laville","is_ca":false},{"name":"Joël Léonard","is_ca":false},{"name":"Raphaël Martin","is_ca":false},{"name":"Raia Silvia Massad","is_ca":false},{"name":"Andrew Moore","is_ca":false},{"name":"Vasileios Myrgiotis","is_ca":false},{"name":"Elizabeth Pattey","is_ca":false},{"name":"Susanne Rolinski","is_ca":false},{"name":"Joanna Sharp","is_ca":false},{"name":"Ute Skiba","is_ca":false},{"name":"Ward Smith","is_ca":false},{"name":"Lianhai Wu","is_ca":false},{"name":"Qing Zhang","is_ca":false},{"name":"Gianni Bellocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111170720159523,"gpt":0.3741962215330507,"spread":0.2630255013735276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006452156,0.00027926,0.0003189243,0.00004527111,0.0006320843,0.0005412872,0.0003287362,0.0002207759,0.00006484793],"category_scores_gemma":[0.0006457241,0.0001197777,0.00002759206,0.0005016945,0.0004810242,0.0003170707,0.001160709,0.0002298086,0.000001170992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000407701,"about_ca_system_score_gemma":0.000025063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342515,"about_ca_topic_score_gemma":0.0009666779,"domain_scores_codex":[0.9976888,0.0001483075,0.0002556204,0.001020322,0.0002843515,0.0006026199],"domain_scores_gemma":[0.9988605,0.0004193661,0.00006622915,0.0002107267,0.0001843189,0.0002588443],"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":[0.0005155681,0.0003303994,0.09482184,0.0003204921,0.0001732211,0.000009447645,0.0006528529,0.000001012357,0.8684361,0.00006593429,0.009188795,0.02548432],"study_design_scores_gemma":[0.00495687,0.0056426,0.7467923,0.001439435,0.0004894863,0.0001982232,0.02502237,0.01869584,0.1581379,0.003487019,0.03284651,0.002291481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658262,0.02196476,2.568912e-7,0.009965275,0.0001707945,0.001431208,0.0004595561,0.00002864975,0.0001533627],"genre_scores_gemma":[0.9949015,0.002841238,0.00002513967,0.00006573943,0.000340606,0.0000225019,0.0003276019,0.000003000456,0.001472684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102982,"threshold_uncertainty_score":0.5219645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6898897526","doi":"10.57935/agr.29162099","title":"Evaluating the use of salivary anti-CarLA IgA testing to reduce gastrointestinal parasitism in Canadian pastured sheep","year":2025,"lang":"en","type":"article","venue":"AgResearch","topic":"Helminth infection and control","field":"Veterinary","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":"Saliva; Grazing; Feces; Pasture; Immune system; Parasitism; Ostertagia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3477589011335644,"gpt":0.4795104341749928,"spread":0.1317515330414283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001670341,0.0001285221,0.0001977689,0.0004425937,0.0002091056,0.00009939999,0.0003052973,0.000049108,0.000205722],"category_scores_gemma":[0.005119339,0.0001060743,0.00005088993,0.001125889,0.00008211789,0.0001104783,0.0001388637,0.0004657865,0.00007412426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108835,"about_ca_system_score_gemma":0.0009397296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3843366,"about_ca_topic_score_gemma":0.06393643,"domain_scores_codex":[0.9976755,0.0006004578,0.0003582194,0.0003018436,0.0003686507,0.000695379],"domain_scores_gemma":[0.9976947,0.001311777,0.0000466104,0.0003956428,0.0003245593,0.000226666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003546384,0.0001142337,0.7375581,0.00008361723,0.00005543489,0.0005234007,0.0006557876,0.001740008,0.1620136,0.0006815646,0.003705645,0.09251394],"study_design_scores_gemma":[0.0005148344,0.0006603021,0.970737,0.0005355697,0.000009747563,0.0001647472,0.0001567556,0.02533864,0.0003812804,0.00007309752,0.001308896,0.0001191452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896441,0.00003131654,0.000103217,0.003904439,0.00009817411,0.0006199945,0.00001852247,0.00002922335,0.005550987],"genre_scores_gemma":[0.9968327,0.000001011431,0.001709866,0.0005697386,0.00006671408,0.00008383541,0.000004287047,0.00001436497,0.0007175026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3204002,"threshold_uncertainty_score":0.9531443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093332552","doi":"10.57935/agr.30410833","title":"Biosecurity risks from weeds in crop seed lots imported into Canada: prevalence, trends, and herbicide resistance","year":2025,"lang":"","type":"article","venue":"AgResearch","topic":"Weed Control and Herbicide Applications","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":"Biosecurity; Noxious weed; Crop; Weed; Agriculture; Resistance (ecology); Crop loss","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02506575020205242,"gpt":0.2989496720106083,"spread":0.2738839218085559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008054854,0.0003625521,0.0005344581,0.0001539685,0.0006841638,0.0002531298,0.0008870278,0.0002608086,0.001034955],"category_scores_gemma":[0.0002118395,0.0001982516,0.00009517535,0.00292309,0.0004845036,0.0001865217,0.0004609453,0.0007960973,0.00001787959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432985,"about_ca_system_score_gemma":0.0005936042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821761,"about_ca_topic_score_gemma":0.9958863,"domain_scores_codex":[0.99608,0.0004288782,0.0007501142,0.001091347,0.000686083,0.0009636061],"domain_scores_gemma":[0.9979846,0.000913385,0.0001575027,0.0003263581,0.0002588106,0.0003592715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007672036,0.0005296365,0.6531034,0.0002910606,0.0002320215,0.000109466,0.00056369,0.000004273089,0.1679742,0.004877269,0.01624272,0.155305],"study_design_scores_gemma":[0.0006647203,0.00006936384,0.9657231,0.000273341,0.00004215306,5.039066e-7,0.000331776,0.000214987,0.0006181712,0.008273396,0.02347243,0.0003160462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216293,0.02498411,0.000002223025,0.04541675,0.0001215519,0.000568143,0.0003066928,0.00003064096,0.006940668],"genre_scores_gemma":[0.9811003,0.001061924,0.00003882521,0.0004402157,0.0001906559,0.0001155352,0.00008194061,0.000003315168,0.01696724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126197,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117114401","doi":"10.57935/agr.30918086.v1","title":"Antimicrobial resistance and ecosystem health surveillance in freshwater environments","year":2025,"lang":"","type":"other","venue":"AgResearch","topic":"","field":"","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":"Infectious disease (medical specialty); Disease surveillance; Metropolitan area; Antibiotic resistance; One Health; Ecosystem; Disease; Emerging infectious disease","authors":[{"name":"Rose M. Collis","is_ca":false},{"name":"Adrian L. Cookson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01676426281898362,"gpt":0.2970534133432146,"spread":0.2802891505242309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006835565,0.001197176,0.002159348,0.002420231,0.0004268352,0.0004014219,0.001502397,0.0008870939,0.008253779],"category_scores_gemma":[0.0003297643,0.001260755,0.0001725898,0.001495676,0.0007704538,0.0001880672,0.001603732,0.002224481,0.01374111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306431,"about_ca_system_score_gemma":0.002074936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370792,"about_ca_topic_score_gemma":0.3606861,"domain_scores_codex":[0.9848785,0.005165372,0.001664104,0.003006676,0.001916173,0.003369189],"domain_scores_gemma":[0.9958816,0.0006393263,0.0006691286,0.002046771,0.00008265097,0.0006805469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001486768,0.0009188053,0.09241809,0.008864993,0.0004864363,0.0006824944,0.0007204065,0.00002052772,0.003572499,0.0002797951,0.8870652,0.003483932],"study_design_scores_gemma":[0.003591688,0.0001154097,0.04190424,0.007107814,0.000008420699,0.00001070848,0.00006759272,0.0001321911,0.000343627,0.00004694315,0.9456263,0.001045028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1118902,0.1427711,0.0001920702,0.02022132,0.003573004,0.03163853,0.09169527,0.0004566528,0.5975619],"genre_scores_gemma":[0.1452324,0.01753525,0.0005534585,0.0001868771,0.0003088396,0.0001220909,0.0004216702,0.0009952863,0.8346441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3573153,"threshold_uncertainty_score":0.9989842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117102442","doi":"10.57935/agr.30918086","title":"Antimicrobial resistance and ecosystem health surveillance in freshwater environments","year":2025,"lang":"","type":"other","venue":"AgResearch","topic":"","field":"","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":"Infectious disease (medical specialty); Disease surveillance; Metropolitan area; Antibiotic resistance; One Health; Ecosystem; Disease; Emerging infectious disease","authors":[{"name":"Rose M. Collis","is_ca":false},{"name":"Adrian L. Cookson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01676426281898362,"gpt":0.2970534133432146,"spread":0.2802891505242309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006835565,0.001197176,0.002159348,0.002420231,0.0004268352,0.0004014219,0.001502397,0.0008870939,0.008253779],"category_scores_gemma":[0.0003297643,0.001260755,0.0001725898,0.001495676,0.0007704538,0.0001880672,0.001603732,0.002224481,0.01374111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306431,"about_ca_system_score_gemma":0.002074936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370792,"about_ca_topic_score_gemma":0.3606861,"domain_scores_codex":[0.9848785,0.005165372,0.001664104,0.003006676,0.001916173,0.003369189],"domain_scores_gemma":[0.9958816,0.0006393263,0.0006691286,0.002046771,0.00008265097,0.0006805469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001486768,0.0009188053,0.09241809,0.008864993,0.0004864363,0.0006824944,0.0007204065,0.00002052772,0.003572499,0.0002797951,0.8870652,0.003483932],"study_design_scores_gemma":[0.003591688,0.0001154097,0.04190424,0.007107814,0.000008420699,0.00001070848,0.00006759272,0.0001321911,0.000343627,0.00004694315,0.9456263,0.001045028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1118902,0.1427711,0.0001920702,0.02022132,0.003573004,0.03163853,0.09169527,0.0004566528,0.5975619],"genre_scores_gemma":[0.1452324,0.01753525,0.0005534585,0.0001868771,0.0003088396,0.0001220909,0.0004216702,0.0009952863,0.8346441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3573153,"threshold_uncertainty_score":0.9989842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}