{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":46,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":46,"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":"8baa1dafbbbf","filters":{"venue":"Agriculture & Food Security"}},"results":[{"id":"W2131011737","doi":"10.1186/2048-7010-2-2","title":"Landscape diversity and the resilience of agricultural returns: a portfolio analysis of land-use patterns and economic returns from lowland agriculture","year":2013,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Environment Research Council; Economic and Social Research Council","keywords":"Agriculture; Agricultural land; Volatility (finance); Portfolio; Market integration; Land use; Psychological resilience; Agricultural economics; Economics; Natural resource economics; Geography; Business; Ecology; Financial economics","authors":[{"name":"David J. Abson","is_ca":false},{"name":"Evan Fraser","is_ca":true},{"name":"Tim G. Benton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004342081484498653,"gpt":0.1640543514853976,"spread":0.159712270000899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001522936,0.0002500142,0.000576379,0.0000357159,0.000287994,0.0000772307,0.0003426366,0.0001776816,0.000394384],"category_scores_gemma":[0.00001502668,0.0001082951,0.000173445,0.00035952,0.00009407332,0.000592838,0.0008054996,0.0001762531,0.000008747592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002863132,"about_ca_system_score_gemma":0.000003187685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03971917,"about_ca_topic_score_gemma":0.08894359,"domain_scores_codex":[0.9985508,0.0001216535,0.0003708456,0.0004429909,0.0002716644,0.0002419957],"domain_scores_gemma":[0.9990118,0.0001610079,0.0003738385,0.0002757172,0.00003870285,0.0001389349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003835633,0.00004343232,0.9921119,0.00002734319,0.0004610686,0.000001166226,0.005308907,0.000137131,0.0004463189,0.0000366132,0.00137359,0.00001420966],"study_design_scores_gemma":[0.0007192355,0.00008634383,0.9954276,0.00003281034,0.0007155981,0.000007609065,0.001812793,0.0003053005,0.000404922,0.0002092181,0.00007508037,0.0002034775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981378,0.0004499752,9.531275e-7,0.0002082866,0.00005275041,0.0003829812,0.0004202386,0.00001928894,0.000327758],"genre_scores_gemma":[0.9991407,0.0005472345,0.00001666632,0.00006493178,0.0000552617,0.00001252525,0.0001345369,0.000003792004,0.0000242864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04922442,"threshold_uncertainty_score":0.9666754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771576837","doi":"10.1186/s40066-017-0144-2","title":"Determinants of smallholder farmers’ decision to adopt adaptation options to climate change and variability in the Muger Sub basin of the Upper Blue Nile basin of Ethiopia","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Addis Ababa University; Deutscher Akademischer Austauschdienst; International Development Research Centre","keywords":"Livelihood; Climate change; Vulnerability (computing); Diversification (marketing strategy); Geography; Scale (ratio); Agriculture; Socioeconomics; Environmental resource management; Business; Environmental science; Economics; Ecology","authors":[{"name":"Abayineh Amare","is_ca":false},{"name":"Belay Simane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05756818972566944,"gpt":0.2775090850351363,"spread":0.2199408953094669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237826,0.0002548387,0.0004376119,0.00002393221,0.0003321886,0.00007446588,0.0007902681,0.0002647021,0.0000310812],"category_scores_gemma":[0.000745101,0.00007455775,0.0001705903,0.0005375303,0.0001471942,0.0002555682,0.0003847935,0.0002544491,0.000002470293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003488296,"about_ca_system_score_gemma":0.000008632029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446763,"about_ca_topic_score_gemma":0.03258669,"domain_scores_codex":[0.9978967,0.000365182,0.0005040077,0.0004074512,0.0004668235,0.0003597803],"domain_scores_gemma":[0.9983413,0.0004327651,0.0004511569,0.0003265039,0.0003202466,0.0001280614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000420721,0.001707578,0.5817508,0.0002881568,0.00004550253,0.000004702261,0.0570627,0.0000224698,0.3130438,0.001737177,0.001364274,0.04255218],"study_design_scores_gemma":[0.0001996825,0.0004664818,0.979548,0.0002563645,0.00003739239,0.00000861346,0.004468333,0.00001211531,0.01391476,0.0003189987,0.0005914027,0.0001778453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937602,0.00007752562,0.000001644132,0.003780866,0.0001493606,0.001354371,0.0007777004,0.00001103719,0.00008729121],"genre_scores_gemma":[0.9991898,0.0001167029,0.0001212776,0.000367407,0.0001045583,0.00006909322,0.00002519884,0.000001886056,0.000004086548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3977972,"threshold_uncertainty_score":0.9850661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118549641","doi":"10.1186/2048-7010-2-5","title":"Contribution of wetland resources to household food security in Uganda","year":2013,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Agricultural Research Organisation; International Development Research Centre","keywords":"Food security; Livelihood; Wetland; Geography; Agriculture; Business; Socioeconomics; Ecology; Economics; Biology","authors":[{"name":"Nelson Turyahabwe","is_ca":false},{"name":"Willy Kakuru","is_ca":false},{"name":"Mnason Tweheyo","is_ca":false},{"name":"David Mwesigye Tumusiime","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009623901669188285,"gpt":0.2168402720479127,"spread":0.2072163703787244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922797,0.0002671643,0.0004339286,0.0001415602,0.0001155495,0.0001196672,0.0003024049,0.0002592611,0.00004254545],"category_scores_gemma":[0.00009610335,0.0001965597,0.0001412328,0.0006325803,0.00004838882,0.0003494078,0.00009962879,0.0003897006,0.00002235372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009174524,"about_ca_system_score_gemma":0.000006172921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006643896,"about_ca_topic_score_gemma":0.003782505,"domain_scores_codex":[0.9981436,0.0001615439,0.0004816098,0.0004199803,0.0003570067,0.0004362212],"domain_scores_gemma":[0.9990394,0.00007548311,0.0001538275,0.0002704242,0.0002568254,0.0002040104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003488867,0.007667919,0.5038424,0.001190362,0.0004653314,0.00002728748,0.09174029,0.0001157833,0.06772599,0.007156187,0.3154797,0.001099952],"study_design_scores_gemma":[0.006199289,0.003630968,0.6465256,0.0004835779,0.00008747989,0.0000409596,0.001215546,0.00002328663,0.2556334,0.03319641,0.05197213,0.0009913906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929683,0.0004946754,0.000005210805,0.004232403,0.0003389067,0.00111251,0.0002322934,0.0001278409,0.0004879143],"genre_scores_gemma":[0.9987343,0.00001322642,0.00002229146,0.0006900972,0.0003375934,0.00006433763,0.0001165157,0.00001566208,0.000006006801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635076,"threshold_uncertainty_score":0.8015473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1921879040","doi":"10.1186/s40066-016-0078-0","title":"Integrating fisheries and agricultural programs for food security","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Sall Family Foundation; National Socio-Environmental Synthesis Center; Rockefeller Foundation; National Science Foundation","keywords":"Food security; Livelihood; Agriculture; Fishery; Business; Food systems; Population; Asset (computer security); Natural resource economics; Fish <Actinopterygii>; Geography; Psychological intervention; Environmental resource management; Agricultural economics; Economics; Biology","authors":[{"name":"Brendan Fisher","is_ca":false},{"name":"Robin Naidoo","is_ca":true},{"name":"John Guernier","is_ca":false},{"name":"Kiersten Johnson","is_ca":false},{"name":"Daniel Mullins","is_ca":false},{"name":"Dorcas Robinson","is_ca":false},{"name":"Edward H. Allison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170339099947411,"gpt":0.251323566998739,"spread":0.2342896570039979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001767164,0.0004142901,0.0004315561,0.00003305723,0.001563171,0.001359902,0.0005144667,0.0002908412,0.000008326213],"category_scores_gemma":[0.0001878748,0.000259626,0.0002409613,0.0001067985,0.0001968613,0.0009823078,0.0001950458,0.0004465398,0.000003117107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005622516,"about_ca_system_score_gemma":0.000007300137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009989616,"about_ca_topic_score_gemma":0.004404278,"domain_scores_codex":[0.9981619,0.00007084085,0.0003589569,0.000609113,0.0002639476,0.0005353134],"domain_scores_gemma":[0.9986986,0.0000692612,0.0003148051,0.0004021389,0.0003021158,0.0002131118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003944451,0.006322834,0.2904294,0.005453438,0.001764352,0.00003308809,0.1270298,0.000001031387,0.01058428,0.0627822,0.4466407,0.04501447],"study_design_scores_gemma":[0.01042552,0.01073478,0.4321134,0.001108025,0.0005785158,0.0003675257,0.0103211,0.00009177992,0.08411285,0.1423097,0.3045985,0.003238265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863895,0.0006347528,0.00001412845,0.008034769,0.0009398427,0.001477965,0.0002673042,0.0002749234,0.001966805],"genre_scores_gemma":[0.9976011,0.00001845789,0.0004200914,0.0002863361,0.001108909,0.0001868649,0.0003157718,0.00002214665,0.00004030876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420422,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382710124","doi":"10.1186/s40066-023-00416-6","title":"Is agricultural digitization a reality among smallholder farmers in Africa? Unpacking farmers' lived realities of engagement with digital tools and services in rural Northern Ghana","year":2023,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Business; Leverage (statistics); Agriculture; Digitization; Mainstream; Market access; Poverty; Marketing; Economic growth; Geography; Political science; Economics; Telecommunications; Engineering; Computer science","authors":[{"name":"Abdul‐Rahim Abdulai","is_ca":true},{"name":"Philip Tetteh Quarshie","is_ca":true},{"name":"Emily Duncan","is_ca":true},{"name":"Evan Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0403736602336084,"gpt":0.2368369458670238,"spread":0.1964632856334154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748394,0.0003595368,0.0004049914,0.00006083301,0.0002249973,0.0003738824,0.0002708439,0.0001983182,0.00002625991],"category_scores_gemma":[0.00005623707,0.0001285608,0.00009017497,0.002476336,0.0001149601,0.001626486,0.0001664164,0.0003482608,0.000004233277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006962263,"about_ca_system_score_gemma":0.0000109689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541404,"about_ca_topic_score_gemma":0.03863892,"domain_scores_codex":[0.9978274,0.0001715761,0.0005724216,0.000483033,0.000430955,0.0005146711],"domain_scores_gemma":[0.9987907,0.0003522189,0.0003915001,0.00008489525,0.0002799796,0.0001007192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002000575,0.0005482713,0.9210143,0.0003182245,0.0002226807,0.00002790798,0.04751748,0.0001599028,0.01310551,0.001473438,0.0007033761,0.01470886],"study_design_scores_gemma":[0.0003222676,0.0003533759,0.870906,0.0002212632,0.00002495155,0.000007146306,0.1257194,0.00002208943,0.0004301085,0.0003568188,0.001265061,0.0003715703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948617,0.0001410312,5.048659e-7,0.001323917,0.00003900852,0.0006382077,0.0003853987,0.0001088457,0.002501351],"genre_scores_gemma":[0.9981184,0.0001948849,0.000009917389,0.00005842207,0.00008932343,0.00006621199,0.001365443,0.000002593694,0.00009480808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07820188,"threshold_uncertainty_score":0.9789034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606135886","doi":"10.1186/s40066-017-0116-6","title":"Impacts of natural disasters on smallholder farmers: gaps and recommendations","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Global Affairs Canada; International Development Research Centre","keywords":"Livelihood; Business; Agriculture; Natural disaster; Economic shortage; Indigenous; Environmental planning; Natural resource; Agricultural economics; Geography; Government (linguistics); Political science; Economics","authors":[{"name":"Tejendra Chapagain","is_ca":true},{"name":"Manish N. Raizada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613987882488153,"gpt":0.2932915027374564,"spread":0.2771516239125748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001893199,0.0001069449,0.0001249456,0.00002791866,0.0008031421,0.0002186339,0.0003580258,0.00006575108,0.00003187778],"category_scores_gemma":[0.0001194587,0.00006995964,0.00005736553,0.00007847069,0.0002998105,0.0004387866,0.0001088136,0.0001323326,0.000006487362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002113637,"about_ca_system_score_gemma":0.00001409198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006875369,"about_ca_topic_score_gemma":0.009162314,"domain_scores_codex":[0.999145,0.00007126565,0.0001203526,0.000199854,0.0002370493,0.000226515],"domain_scores_gemma":[0.9994301,0.00004202103,0.0001677971,0.0002037222,0.00005540165,0.0001009925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001740581,0.001188213,0.06668963,0.0003015691,0.0004649923,0.00001377409,0.3286909,0.000004291691,0.002361435,0.4398834,0.1197296,0.04049804],"study_design_scores_gemma":[0.001890744,0.0009451716,0.4968789,0.0005579003,0.0001867193,0.000003076876,0.1842492,0.000009936331,0.001574521,0.01261501,0.3000349,0.001053905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449499,0.0002010046,0.000001296341,0.00584964,0.0004248356,0.0002297612,0.00001814582,0.00002330707,0.04830206],"genre_scores_gemma":[0.9988481,0.0002096672,0.00002663244,0.0001490273,0.0001188111,0.000004955326,0.00001217377,0.000003046246,0.0006275541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301893,"threshold_uncertainty_score":0.6177201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119570231","doi":"10.1186/s40066-015-0036-2","title":"The interplay between household food security and wellbeing among small-scale farmers in the context of rapid agrarian change in India","year":2015,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Canadian Mennonite University","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Livelihood; Food security; Agrarian society; Agriculture; Context (archaeology); Scale (ratio); Household income; Socioeconomics; Geography; Economics; Business; Economic growth; Agricultural economics","authors":[{"name":"Kirit Patel","is_ca":true},{"name":"Hom Gartaula","is_ca":true},{"name":"Derek Johnson","is_ca":true},{"name":"M. Karthikeyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02849202143945249,"gpt":0.218022460975689,"spread":0.1895304395362366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142076,0.0004078388,0.0004991057,0.00003038277,0.0002626072,0.0001568573,0.000809902,0.0003565925,0.000004995617],"category_scores_gemma":[0.00007246794,0.0001125467,0.0001405317,0.0009666901,0.0001920801,0.0002801359,0.0002801557,0.0007186595,0.00000274987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008414944,"about_ca_system_score_gemma":0.00001562185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749947,"about_ca_topic_score_gemma":0.06811191,"domain_scores_codex":[0.9972658,0.0004948953,0.0006077818,0.0005165408,0.0004817788,0.0006332424],"domain_scores_gemma":[0.998826,0.0004089291,0.0003011808,0.0001364397,0.00010736,0.0002201248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133659,0.0003758018,0.9050474,0.00004576648,0.0001283901,0.00001763348,0.07137094,6.534611e-7,0.0002708598,0.003087905,0.003581576,0.0159394],"study_design_scores_gemma":[0.0005599007,0.0009170622,0.9550039,0.00008872407,0.00002834598,0.00001203612,0.03206877,0.000001780235,0.0006784907,0.00362388,0.006652956,0.0003641491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950354,0.001629022,1.246744e-7,0.001197618,0.0001673928,0.001159669,0.0002144059,0.00004635805,0.0005500806],"genre_scores_gemma":[0.9987513,0.000252415,0.000007079339,0.0003467762,0.0003057517,0.0001314423,0.0001954193,0.000002335622,0.000007408689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06636196,"threshold_uncertainty_score":0.9488926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166172916","doi":"10.1186/s40066-021-00289-7","title":"Assessing sustainability factors of farmer seed production: a case of the Good Seed Initiative project in Tanzania","year":2021,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; International Fund for Agricultural Development; Ministry of Agriculture of the People's Republic of China; Irish Aid","keywords":"Tanzania; Sustainability; Business; Production (economics); Context (archaeology); Agricultural science; Agricultural diversification; Agriculture; Agricultural economics; Quality (philosophy); Diversification (marketing strategy); Marketing; Geography; Economics; Socioeconomics; Biology","authors":[{"name":"Monica K. Kansiime","is_ca":false},{"name":"Mary Bundi","is_ca":false},{"name":"Janice R. Nicodemus","is_ca":false},{"name":"Justus Ochieng","is_ca":false},{"name":"Damas Marandu","is_ca":false},{"name":"Samali Silvest Njau","is_ca":false},{"name":"Radegunda Kessy","is_ca":false},{"name":"Frances Williams","is_ca":false},{"name":"Daniel Karanja","is_ca":false},{"name":"Justice A. Tambo","is_ca":false},{"name":"D.L. Romney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04053102400838993,"gpt":0.2918096402120756,"spread":0.2512786162036856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003846308,0.0002258066,0.0003527806,0.00001601192,0.0002696108,0.00007948896,0.0002103196,0.0001847207,0.00004563859],"category_scores_gemma":[0.000693055,0.00006569911,0.0001718507,0.002961783,0.0001211703,0.0007280859,0.0001534248,0.0004057157,3.580806e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000861464,"about_ca_system_score_gemma":0.00009041536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564161,"about_ca_topic_score_gemma":0.01205524,"domain_scores_codex":[0.9979945,0.0005238579,0.0005284506,0.000417868,0.0002759918,0.0002593682],"domain_scores_gemma":[0.9977049,0.0002554041,0.0005352462,0.000124234,0.001342056,0.00003814648],"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":[0.0001170997,0.003604896,0.4050972,0.0004604527,0.0003507811,0.000167505,0.02066656,0.00004860046,0.5548103,0.01006272,0.0007822973,0.003831523],"study_design_scores_gemma":[0.0001464635,0.0002368506,0.856157,0.00005984446,0.00005140787,0.0002331031,0.08037951,0.000003761252,0.05936601,0.001334829,0.001798777,0.0002324107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951429,0.000212285,5.571419e-7,0.002666008,0.0001577582,0.0006302568,0.00009903091,0.00002502891,0.001066136],"genre_scores_gemma":[0.9996117,0.00001180573,0.00002851159,0.00004744626,0.0001183287,0.0000249817,0.00007955179,0.000001008678,0.00007661554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4954443,"threshold_uncertainty_score":0.6727105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788300300","doi":"10.1186/s40066-018-0159-3","title":"The determinants of crop yields in Uganda: what is the role of climatic and non-climatic factors?","year":2018,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; University of Oxford","keywords":"Agriculture; Environmental science; Crop; Climate change; Statistic; Agricultural productivity; Precipitation; Crop yield; Production (economics); Distribution (mathematics); Yield (engineering); Geography; Meteorology; Statistics; Mathematics; Ecology; Economics; Forestry","authors":[{"name":"Terence Épule Épule","is_ca":true},{"name":"James D. Ford","is_ca":true},{"name":"Shuaib Lwasa","is_ca":false},{"name":"Benon Nabaasa","is_ca":false},{"name":"Ambrose Buyinza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01827820919936001,"gpt":0.2409865738405698,"spread":0.2227083646412097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010698,0.0002885663,0.0004343685,0.00001262087,0.0003503411,0.0001762101,0.0005457866,0.0002425588,0.00006943032],"category_scores_gemma":[0.0001445696,0.00006630147,0.0001348175,0.0007238999,0.000348007,0.0003620463,0.0002209878,0.000267419,0.000006101408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002590629,"about_ca_system_score_gemma":0.000008149485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003733716,"about_ca_topic_score_gemma":0.02053809,"domain_scores_codex":[0.9982099,0.0001294374,0.0005326685,0.000307535,0.000371368,0.0004491097],"domain_scores_gemma":[0.9984462,0.0006020433,0.0004143761,0.0001637894,0.0002676417,0.0001059146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002459747,0.001116411,0.4477656,0.0003973002,0.0002108371,0.000005698355,0.07786092,5.758784e-7,0.4236408,0.0005600963,0.002897976,0.04529787],"study_design_scores_gemma":[0.0003097448,0.001728625,0.8360057,0.0004443066,0.00007515385,0.00002406808,0.05481816,0.00006913807,0.1001192,0.003492925,0.00253732,0.0003756778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951038,0.002634206,3.436115e-8,0.001138696,0.000127809,0.000572551,0.0001163816,0.00001728021,0.0002892658],"genre_scores_gemma":[0.99822,0.001423724,0.000005262191,0.0001466658,0.0001476917,0.00001873828,0.0000197662,0.000001742363,0.00001644794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882402,"threshold_uncertainty_score":0.9973345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205275115","doi":"10.1186/s40066-021-00340-7","title":"Is the quest to eat healthy a route to enhancing consumer’s food security?","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Food security; Scope (computer science); Business; Food safety; Quality (philosophy); Disequilibrium; Food industry; Economics; Public economics; Marketing; International trade; Political science; Agriculture","authors":[{"name":"William A. Kerr","is_ca":true},{"name":"Jill E. Hobbs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01548466508787582,"gpt":0.2532833224230798,"spread":0.2377986573352039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000856527,0.0004440619,0.000467814,0.000123544,0.001826309,0.0005674548,0.0008245764,0.0001329083,0.0001415643],"category_scores_gemma":[0.0003225291,0.0003142343,0.0003084611,0.001887748,0.00005755949,0.0006109683,0.0008835012,0.0007103946,0.0001080185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907901,"about_ca_system_score_gemma":0.0001035781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547161,"about_ca_topic_score_gemma":0.01323978,"domain_scores_codex":[0.9968684,0.0001385808,0.0004825603,0.0007278154,0.0008086519,0.0009740053],"domain_scores_gemma":[0.9986503,0.00008510719,0.0002099229,0.0005124633,0.0003945634,0.0001476734],"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":[0.0009712776,0.002663573,0.02724671,0.001431688,0.0008125565,0.00007409372,0.1622958,0.0002125972,0.0003326613,0.1956575,0.6071457,0.001155864],"study_design_scores_gemma":[0.0008712159,0.001185083,0.01444116,0.00004915516,0.0002535491,0.0000119125,0.07734586,0.00001817644,0.0001366594,0.03183042,0.8727774,0.001079372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593221,0.0006455759,0.00001576596,0.03091424,0.0009718773,0.001878339,0.0002460887,0.0002816176,0.005724409],"genre_scores_gemma":[0.959538,0.00001024865,0.00001326558,0.03861345,0.001459086,0.0002018483,0.00006368432,0.00002919948,0.00007121489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2656318,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153590040","doi":"10.1186/2048-7010-2-11","title":"Soil nutrient management in Haiti, pre-Columbus to the present day: lessons for future agricultural interventions","year":2013,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Psychological intervention; Livelihood; Agriculture; Land degradation; Indigenous; Soil fertility; Poverty; Agroforestry; Geography; Economic growth; Environmental science; Medicine; Economics; Ecology","authors":[{"name":"Remy Bargout","is_ca":true},{"name":"Manish N. Raizada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02310837334427209,"gpt":0.266134660133806,"spread":0.2430262867895339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003671907,0.0002970024,0.0002764066,0.00001826512,0.0004743579,0.0003824604,0.0007805362,0.0001621923,0.0002236681],"category_scores_gemma":[0.00004383962,0.00009106119,0.0004392509,0.0008681146,0.00004414665,0.0002575105,0.0003836219,0.0003582833,0.00009805679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190475,"about_ca_system_score_gemma":0.000006236649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353671,"about_ca_topic_score_gemma":0.06426744,"domain_scores_codex":[0.9975314,0.0001856825,0.0004051955,0.0005933928,0.0004873567,0.0007969738],"domain_scores_gemma":[0.9990314,0.0001438533,0.0001038397,0.0001641107,0.0002399177,0.0003168809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001426709,0.002308975,0.0007418499,0.0002261767,0.0003636053,0.00001555819,0.00418184,0.00008490196,0.0208692,0.0275994,0.8565289,0.08693694],"study_design_scores_gemma":[0.0005868078,0.001229235,0.618494,0.0001298414,0.00005032886,0.00001712323,0.01220536,0.00003741292,0.00231596,0.004479558,0.3599406,0.0005137845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293545,0.001063002,0.0000141322,0.06344201,0.0003214432,0.004228064,0.0003051634,0.00009095761,0.001180745],"genre_scores_gemma":[0.9938946,0.0001720736,0.00004550578,0.0003691407,0.001169332,0.002655563,0.0003335282,0.000002227031,0.001357993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6177521,"threshold_uncertainty_score":0.9528072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883393252","doi":"10.1186/s40066-018-0203-3","title":"Consumer demand heterogeneity and valuation of value-added pulse products: a case of precooked beans in Uganda","year":2018,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Willingness to pay; Valuation (finance); Product (mathematics); Agricultural economics; Consumption (sociology); Economics; Business; Homogeneous; Preference; Latent class model; Agricultural science; Microeconomics; Environmental science; Mathematics","authors":[{"name":"Paul Aseete","is_ca":false},{"name":"Enid Katungi","is_ca":false},{"name":"Jackline Bonabana‐Wabbi","is_ca":false},{"name":"Eliud Birachi","is_ca":false},{"name":"Michael Adrogu Ugen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05045898715007147,"gpt":0.2207917982546815,"spread":0.17033281110461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006372212,0.0001369703,0.0003538343,0.00007739243,0.00005318397,0.00001181646,0.00007281405,0.0001228954,0.00005696489],"category_scores_gemma":[0.00008998871,0.0001284821,0.00005247475,0.0001545894,0.0001410634,0.0002187939,0.00004902172,0.00008730229,0.00001542043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006479005,"about_ca_system_score_gemma":0.000009978974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179149,"about_ca_topic_score_gemma":0.001730286,"domain_scores_codex":[0.9987986,0.00004734139,0.0006038095,0.000362854,0.00003413282,0.0001532361],"domain_scores_gemma":[0.9992847,0.00002920352,0.0003983178,0.0001975326,0.00004373399,0.00004646384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235012,0.000837417,0.9527352,0.0003189876,0.0002736016,0.000007194277,0.01378561,0.0001148978,0.004039512,0.02639127,0.0003699045,0.00100288],"study_design_scores_gemma":[0.002234481,0.0009409796,0.9279805,0.0000496611,0.00006132617,0.000104354,0.0006719187,0.001139358,0.04261869,0.0233097,0.000478521,0.0004104831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965001,0.001808777,0.00006193212,0.00007683877,0.0001028144,0.0004371169,0.0001935745,0.000007591915,0.0008112543],"genre_scores_gemma":[0.9994051,0.0001765528,0.0002524956,0.0000310272,0.0000533813,0.00001918162,0.00004160323,0.000007644628,0.00001296206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03857918,"threshold_uncertainty_score":0.523935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885359149","doi":"10.1186/s40066-018-0206-0","title":"Sustainability, institutional arrangement and challenges of community based climate smart practices in northwest Ethiopia","year":2018,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"Addis Ababa University; Ministry of Education, Ethiopia; Aksum University","keywords":"Sustainability; Work (physics); Environmental planning; Environmental resource management; Land degradation; Climate change; Business; Soil conservation; Focus group; Water conservation; Land use; Geography; Natural resource economics; Agroforestry; Environmental science; Irrigation; Agriculture; Engineering; Economics; Civil engineering; Marketing","authors":[{"name":"Tsega Adego","is_ca":false},{"name":"Belay Simane","is_ca":false},{"name":"Getachew Abebe Woldie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07703287224150983,"gpt":0.2937818863885994,"spread":0.2167490141470896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037198,0.0002988551,0.0003688136,0.00002897345,0.0004551156,0.00006918895,0.0003748131,0.0002904581,0.00006899455],"category_scores_gemma":[0.0004253368,0.0001115996,0.00009542319,0.0005574568,0.000352697,0.0003704051,0.0002702123,0.0005668368,0.000004542645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218937,"about_ca_system_score_gemma":0.00002701161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154614,"about_ca_topic_score_gemma":0.2859832,"domain_scores_codex":[0.9978805,0.0005258003,0.0003943184,0.000344569,0.0003808331,0.0004739789],"domain_scores_gemma":[0.9982194,0.0004432818,0.000453843,0.0001469877,0.0005672701,0.0001692123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001882987,0.01307461,0.6733872,0.005763419,0.0004796227,0.00006926373,0.06393187,0.00002955577,0.1295696,0.04978683,0.003725575,0.05829947],"study_design_scores_gemma":[0.0004725805,0.001904697,0.9628784,0.0001111863,0.0000375004,0.00001835626,0.009601505,0.00000765054,0.001883924,0.002037984,0.02071492,0.000331306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791577,0.001411253,1.54144e-7,0.01744554,0.00009893558,0.0005807045,0.0003445473,0.00006763781,0.0008934835],"genre_scores_gemma":[0.9980947,0.0008963386,0.00002700318,0.000376095,0.0002541437,0.00003370154,0.0003141324,0.00000136661,0.000002536967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2894912,"threshold_uncertainty_score":0.7270457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313475992","doi":"10.1186/s40066-022-00398-x","title":"Are sub-Saharan African national food and agriculture policies nutrition-sensitive? A case study of Ethiopia, Ghana, Malawi, Nigeria, and South Africa","year":2023,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University; University of Toronto; Algoma University; The Scarborough Hospital; Public Health Ontario","funders":"","keywords":"Agriculture; Malnutrition; Business; Food policy; Food systems; Economic growth; Overweight; Micronutrient; Obesity; Food security; Political science; Environmental health; Medicine; Geography; Economics","authors":[{"name":"Roshaany Asirvatham","is_ca":true},{"name":"Suleyman M. Demi","is_ca":true},{"name":"Obidimma Ezezika","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02145083001116691,"gpt":0.2532688447299521,"spread":0.2318180147187852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002429429,0.0004188539,0.0005702158,0.00026259,0.0005501505,0.0001816151,0.0001572203,0.0002881236,0.000004655205],"category_scores_gemma":[0.0001053214,0.0003095681,0.0001323476,0.001145215,0.0001483389,0.0002898009,0.0001613635,0.0004759748,0.000004415436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127761,"about_ca_system_score_gemma":0.00001100481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002375224,"about_ca_topic_score_gemma":0.004958348,"domain_scores_codex":[0.9974971,0.0002978972,0.0004769651,0.0006564606,0.0006143936,0.0004571426],"domain_scores_gemma":[0.998496,0.0001912613,0.0003515783,0.0001923669,0.000528355,0.0002404309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001789493,0.012839,0.07162961,0.003085723,0.001992906,0.002157754,0.7169197,0.00002801137,0.02221672,0.002131198,0.1649191,0.0002908062],"study_design_scores_gemma":[0.01466683,0.006804851,0.4578836,0.0008367783,0.000613106,0.004045494,0.4593442,0.00003631323,0.03879556,0.005900253,0.008663429,0.002409646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933465,0.00100551,0.000001008684,0.002523515,0.0002074584,0.001358809,0.00110612,0.0002299002,0.0002212422],"genre_scores_gemma":[0.998942,0.00005083587,0.00001611627,0.0002209715,0.0004773564,0.00011002,0.0001363797,0.00002390582,0.00002237758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.386254,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807469966","doi":"10.1186/s40066-018-0164-6","title":"Assessment of production and marketing constraints and value chain of sweet potato in the municipalities of Dangbo and Bonou","year":2018,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"International Fund for Agricultural Development","keywords":"Hectare; Blight; Production (economics); Ipomoea; Business; Agricultural science; Agriculture; PEST analysis; Food security; Biology; Agroforestry; Agronomy; Horticulture; Economics; Marketing","authors":[{"name":"Vincent Ezin","is_ca":false},{"name":"Florent Quenum","is_ca":false},{"name":"Roméo Houénagnon Bodjrenou","is_ca":false},{"name":"Chabrolle M. I. Kpanougo","is_ca":false},{"name":"Emeric M. G. Kochoni","is_ca":true},{"name":"Bienvenu Ifagbémi Chabi","is_ca":false},{"name":"Adam Ahanchédé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0153817887087713,"gpt":0.253620485651795,"spread":0.2382386969430237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075876,0.0001235979,0.0002386583,0.00001532539,0.0001091647,0.00001878804,0.0001261641,0.00009316985,0.00001691015],"category_scores_gemma":[0.0001130817,0.00003594955,0.00002942843,0.0003031011,0.0004815128,0.0000931155,0.0001141228,0.0001445395,9.690987e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007663885,"about_ca_system_score_gemma":0.000009351403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004569301,"about_ca_topic_score_gemma":0.002175637,"domain_scores_codex":[0.9988193,0.0002457136,0.0002798483,0.0002236596,0.0002577342,0.0001737619],"domain_scores_gemma":[0.9993875,0.0002209534,0.0001540282,0.00004603641,0.0001498635,0.00004162274],"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":[0.0002005721,0.0007169654,0.3643811,0.0008695693,0.0002159274,0.000005186737,0.03396701,0.000001070859,0.5159664,0.05519833,0.002936288,0.02554161],"study_design_scores_gemma":[0.0001120867,0.000553984,0.977569,0.0001408247,0.00001412796,0.00002376847,0.01465258,0.00000535726,0.00540582,0.001100279,0.0003238012,0.00009840928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965366,0.0006258552,2.834373e-7,0.001297404,0.00002594773,0.0003468184,0.00003266335,0.000005585721,0.001128875],"genre_scores_gemma":[0.9993684,0.0003800933,0.000089272,0.00002484105,0.00007852983,0.000009590001,0.00001995834,4.517865e-7,0.00002891315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6131878,"threshold_uncertainty_score":0.1774154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164040196","doi":"10.1186/s40066-020-00275-5","title":"Agricultural community-based impact assessment and farmers’ perception of climate change in selected Ecological Zones in Nigeria","year":2021,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; Global Affairs Canada; International Development Research Centre; Government of Canada","keywords":"Climate change; Livelihood; Agriculture; Cropping; Geography; Sustenance; Socioeconomics; Environmental science; Ecology","authors":[{"name":"Isaac Ayo Oluwatimilehin","is_ca":false},{"name":"Ayansina Ayanlade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03744352347965716,"gpt":0.2985493304483493,"spread":0.2611058069686921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005459549,0.0004695523,0.0007234873,0.00004756826,0.0002429267,0.0001170429,0.0002922706,0.0005086201,0.0002844144],"category_scores_gemma":[0.00007841968,0.0001675917,0.0001985724,0.002108962,0.00009211674,0.0003540787,0.0002251584,0.0009886362,0.000004095644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122579,"about_ca_system_score_gemma":0.00002537207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114162,"about_ca_topic_score_gemma":0.07659718,"domain_scores_codex":[0.9967129,0.001057184,0.0005885241,0.0005149873,0.0003732606,0.0007531351],"domain_scores_gemma":[0.9986575,0.0003579367,0.0002700813,0.0001217582,0.000369159,0.0002235795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048009,0.002788385,0.5873598,0.000152567,0.00004793928,0.00004367961,0.006230428,0.00001158048,0.400201,0.0001444986,0.0002169067,0.002698475],"study_design_scores_gemma":[0.000732008,0.001306987,0.9818228,0.0001534754,0.00002548647,0.00005501923,0.01432337,0.00002068129,0.0009092726,0.0001390551,0.00008501714,0.0004267772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963592,0.0003187188,1.771187e-7,0.001702221,0.00008873285,0.0007233889,0.0004544237,0.00008498441,0.0002680993],"genre_scores_gemma":[0.9965528,0.0006340295,0.00009591354,0.0003262921,0.000149284,0.000101486,0.002134589,0.000002634746,0.000002961098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992917,"threshold_uncertainty_score":0.9402525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589655477","doi":"10.1186/s40066-017-0095-7","title":"Men and women farmers’ perceptions of adopting improved diets for pigs in Uganda: decision-making, income allocation, and intra-household strategies that mitigate relative disadvantage","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"International Fund for Agricultural Development; Consortium of International Agricultural Research Centers; International Livestock Research Institute; University of Guelph","keywords":"Disadvantage; Perception; Business; Economics; Labour economics; Demographic economics; Public economics; Agricultural science; Psychology; Computer science; Biology","authors":[{"name":"Natalie Carter","is_ca":true},{"name":"Sally Humphries","is_ca":true},{"name":"Delia Grace","is_ca":false},{"name":"Emily A. Ouma","is_ca":false},{"name":"Catherine E. Dewey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01520197256329393,"gpt":0.2643071099001873,"spread":0.2491051373368934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003656817,0.0002554004,0.0003523871,0.00002259142,0.0007846637,0.0002677869,0.0003264094,0.0002111674,0.00002062329],"category_scores_gemma":[0.0001530741,0.00009156737,0.00006941493,0.0001600599,0.0002137861,0.000834957,0.0002588453,0.0002735137,8.268701e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005937753,"about_ca_system_score_gemma":0.0000169144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193157,"about_ca_topic_score_gemma":0.002595606,"domain_scores_codex":[0.9984973,0.00005923742,0.000322427,0.0004530117,0.0002400949,0.000427942],"domain_scores_gemma":[0.9990042,0.0003435152,0.0002667694,0.0000959648,0.0001480557,0.0001414818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007901909,0.0007717379,0.6176157,0.0004842386,0.0004614062,0.00001762255,0.05518138,0.00001342659,0.2267779,0.01206414,0.002116192,0.08370605],"study_design_scores_gemma":[0.0004063324,0.0005031335,0.9608823,0.0001729134,0.00001608651,0.000007556277,0.02678544,0.00001832724,0.0003236688,0.01006991,0.0005372497,0.0002770707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971805,0.0003233584,0.00002336303,0.001100951,0.00004591718,0.0007236021,0.000125846,0.00003152657,0.0004449794],"genre_scores_gemma":[0.9987033,0.000619699,0.0003298736,0.00003015547,0.00008960535,0.0001031054,0.00006194635,0.000002097205,0.00006023218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3432666,"threshold_uncertainty_score":0.6035078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144615358","doi":"10.1186/2048-7010-1-s1-s1","title":"What is trust?: perspectives from farmers and other experts in the field of agriculture in Africa","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network; Bill and Melinda Gates Foundation","keywords":"Honesty; General partnership; Public relations; Context (archaeology); Agriculture; Business; Face (sociological concept); Marketing; Political science; Sociology; Psychology; Social psychology; Geography; Social science","authors":[{"name":"Obidimma Ezezika","is_ca":true},{"name":"Jessica Oh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118920907637832,"gpt":0.2233442973097332,"spread":0.21145220654595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002420733,0.000143589,0.0001722411,0.00006638593,0.00005962095,0.0001281824,0.0001490049,0.0001247954,0.0001832123],"category_scores_gemma":[0.00002589211,0.00008025235,0.00004373988,0.0003271731,0.00002793942,0.0008900888,0.00005760019,0.0001601624,0.00000941161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312526,"about_ca_system_score_gemma":0.000005023185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005039041,"about_ca_topic_score_gemma":0.0005346631,"domain_scores_codex":[0.9992411,0.00001992082,0.0002180853,0.0001780357,0.0001295086,0.0002133971],"domain_scores_gemma":[0.9996706,0.00005009339,0.0001224629,0.00009475079,0.00005349793,0.000008588957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005469248,0.0007718278,0.2004223,0.00008119598,0.0001150568,0.000002797233,0.5607843,0.000001333668,0.0006713272,0.09428007,0.141097,0.001717981],"study_design_scores_gemma":[0.0006316295,0.00001753283,0.1626047,0.00006395741,0.00001708812,9.985599e-7,0.4284827,0.000005621378,0.0002654243,0.002920597,0.4046932,0.0002965959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979252,0.002122751,0.000001204003,0.004922492,0.0002526207,0.000239788,0.000004311422,0.00001367794,0.0131912],"genre_scores_gemma":[0.9926879,0.00007214712,0.0000200324,0.006730871,0.000380392,0.00002524067,0.00001131823,0.000004645852,0.00006747551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635961,"threshold_uncertainty_score":0.3272596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111278229","doi":"10.1186/2048-7010-3-8","title":"To label or not to label: balancing the risks, benefits and costs of mandatory labelling of GM food in Africa","year":2014,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"Bill and Melinda Gates Foundation","keywords":"Labelling; Food security; Agriculture; Autonomy; Genetically modified organism; Business; Agricultural biotechnology; Food labelling; Genetically modified food; Marketing; Public economics; Biotechnology; Political science; Economics; Law; Sociology; Social science; Geography; Biology","authors":[{"name":"Jessica Oh","is_ca":true},{"name":"Obidimma Ezezika","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0523442611564523,"gpt":0.26620290356446,"spread":0.2138586424080077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007346087,0.0002068061,0.000346664,0.00002810464,0.0001364524,0.00004478527,0.0005126955,0.0001707822,0.00003137379],"category_scores_gemma":[0.000348456,0.00006709982,0.00004239456,0.0009024147,0.00006276299,0.00005545006,0.0003568524,0.0002716528,0.00000975554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003473369,"about_ca_system_score_gemma":0.00001277796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003974487,"about_ca_topic_score_gemma":0.01344164,"domain_scores_codex":[0.9980257,0.0002156241,0.0003630325,0.0004238304,0.000502962,0.0004689131],"domain_scores_gemma":[0.998793,0.0005068465,0.00009600306,0.000137231,0.0002332309,0.0002336935],"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":[0.0004082634,0.0006351084,0.006952683,0.00008390993,0.00006797837,0.000002416221,0.005299399,0.00008407437,0.9148265,0.007059553,0.001399318,0.0631808],"study_design_scores_gemma":[0.001385359,0.01170133,0.672694,0.0004266402,0.00005826287,0.00001282292,0.002606882,0.0001220975,0.3011794,0.001166194,0.007834188,0.0008128437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965968,0.0005202567,0.000006241068,0.00184011,0.0000440421,0.000601863,0.0001709078,0.00002322145,0.0001965793],"genre_scores_gemma":[0.9992138,0.00008560028,0.0002975198,0.0002502796,0.00009638259,0.00002409545,0.00001093867,0.000002424165,0.00001901089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6657413,"threshold_uncertainty_score":0.7500753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382939080","doi":"10.1186/s40066-023-00421-9","title":"Factors affecting soil quality among smallholder macadamia farms in Malawi","year":2023,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Wageningen University and Research; University of Oxford; York University; Global Challenges Research Fund; UK Research and Innovation","keywords":"Soil fertility; Environmental science; Agroforestry; Agronomy; Soil quality; Soil water; Nutrient; Cation-exchange capacity; Fertilizer; Soil organic matter; Organic matter; Biology; Ecology; Soil science","authors":[{"name":"Emmanuel Junior Zuza","is_ca":false},{"name":"Kadmiel Maseyk","is_ca":false},{"name":"Shonil Bhagwat","is_ca":false},{"name":"Abel Chemura","is_ca":false},{"name":"Rick Brandenburg","is_ca":false},{"name":"Andrew Emmott","is_ca":false},{"name":"Will Rawes","is_ca":false},{"name":"Wayne W. Hancock","is_ca":false},{"name":"Frank Mnthambala","is_ca":false},{"name":"Yoseph Araya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08041683519293831,"gpt":0.2976291443988995,"spread":0.2172123092059612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007072526,0.0002621895,0.0003013641,0.00003644635,0.0003338109,0.000120868,0.0003680894,0.0003309661,0.0002142991],"category_scores_gemma":[0.0001826203,0.00008355275,0.0001879313,0.001982295,0.00007979105,0.0002185398,0.0001797081,0.0006044717,0.00006760749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006266293,"about_ca_system_score_gemma":0.000008663298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333718,"about_ca_topic_score_gemma":0.04400503,"domain_scores_codex":[0.9976484,0.0003200708,0.0003507933,0.0005221966,0.0005137579,0.0006448512],"domain_scores_gemma":[0.999176,0.0003278108,0.0001173127,0.00008131436,0.0001058192,0.0001917696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002610091,0.000314948,0.8775244,0.00006477116,0.00005644521,0.0000185379,0.003630459,0.00004198843,0.1062038,0.00123173,0.004107312,0.006779501],"study_design_scores_gemma":[0.0001800951,0.0001319301,0.9851494,0.00002880336,0.000004075142,9.077918e-7,0.005757467,0.00002049664,0.006078166,0.0003931155,0.001973324,0.0002822546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996029,0.00005998335,2.690633e-7,0.001125528,0.0001524977,0.0003973709,0.00006194458,0.0002881009,0.001885279],"genre_scores_gemma":[0.9988327,0.00003040741,0.000002221056,0.00007911932,0.0002154685,0.00002297515,0.000319197,0.000001871635,0.0004960265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107625,"threshold_uncertainty_score":0.9734394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406020796","doi":"10.1186/s40066-024-00509-w","title":"The impact of precipitation, temperature, and soil moisture on wheat yield gap quantification: evidence from Morocco","year":2025,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Fondation OCP","keywords":"Yield (engineering); Precipitation; Environmental science; Agronomy; Moisture; Yield gap; Water content; Winter wheat; Soil science; Crop yield; Geography; Geology; Biology; Materials science; Meteorology","authors":[{"name":"Lahcen Ousayd","is_ca":false},{"name":"Terence Épule Épule","is_ca":true},{"name":"Salwa Belaqziz","is_ca":false},{"name":"Victor Ongoma","is_ca":false},{"name":"Abdelhakim Amazirh","is_ca":false},{"name":"Abdelghani Chehbouni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04542848732868213,"gpt":0.2856345947415389,"spread":0.2402061074128568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754238,0.0003653977,0.0003516654,0.00001645852,0.0005689414,0.0002958891,0.0004969329,0.0003611867,0.00006106136],"category_scores_gemma":[0.0005904639,0.00009736794,0.0002294652,0.0008577385,0.0001219108,0.0002783107,0.0001118674,0.0004514,0.000008096417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008468675,"about_ca_system_score_gemma":0.00002280633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237059,"about_ca_topic_score_gemma":0.01530791,"domain_scores_codex":[0.9981509,0.0001709056,0.0003971399,0.0005535037,0.0003703189,0.0003571968],"domain_scores_gemma":[0.9974183,0.001541842,0.0002475921,0.0002063632,0.0004393441,0.0001465644],"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":[0.0002973373,0.0003279773,0.01614053,0.00003780055,0.0002307757,0.000001990008,0.001961491,0.00003566661,0.867206,0.001462627,0.1095067,0.002791113],"study_design_scores_gemma":[0.0001924196,0.001064123,0.9465293,0.0005211012,0.00007327406,0.000006274336,0.002335389,0.00001064863,0.04363668,0.003667568,0.001620724,0.0003425514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837156,0.006934227,3.933184e-7,0.007283516,0.0002105375,0.0006034693,0.0005190449,0.00008135431,0.0006518547],"genre_scores_gemma":[0.9972879,0.001627066,0.000007190323,0.0002177684,0.0003279468,0.00004922616,0.0002593298,0.000001539735,0.0002220594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9303887,"threshold_uncertainty_score":0.8542175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522907593","doi":"10.1186/s40066-016-0065-5","title":"Urban harvests: food security and local fish and shellfish in Southcentral Alaska","year":2016,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Oceanic and Atmospheric Administration","keywords":"Fishery; Fishing; Fisheries management; Food security; Sustainability; Geography; Resource (disambiguation); Overexploitation; Business; Agriculture; Ecology; Biology","authors":[{"name":"Hannah L. Harrison","is_ca":false},{"name":"Philip A. Loring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01186498184456818,"gpt":0.2618569082583208,"spread":0.2499919264137526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004901029,0.0003362303,0.0005398789,0.00005580124,0.001471867,0.00002125232,0.0001687574,0.0005918061,0.0001046599],"category_scores_gemma":[0.0001242386,0.0001988522,0.00007185211,0.0001963401,0.0002128808,0.0002212205,0.0004210719,0.0007731322,0.00003594712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655334,"about_ca_system_score_gemma":0.0001092612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006727912,"about_ca_topic_score_gemma":0.2663588,"domain_scores_codex":[0.9968467,0.0003721868,0.0005227549,0.000605761,0.0001889437,0.001463689],"domain_scores_gemma":[0.9988285,0.0003113773,0.0001762153,0.0002232665,0.0001704404,0.0002902317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002279572,0.0004473627,0.5891462,0.0004864335,0.0002228848,0.0000374749,0.2375724,1.718493e-7,0.00007070872,0.01056409,0.1605965,0.0006277652],"study_design_scores_gemma":[0.006809875,0.003681893,0.6440348,0.0004765272,0.000122998,0.00005366899,0.1140306,0.000006751972,0.0001372418,0.01155898,0.2178909,0.001195685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891961,0.001041822,0.00001169827,0.004998544,0.0005188237,0.001091895,0.0003739131,0.00009329616,0.002673866],"genre_scores_gemma":[0.9966766,0.0006248732,0.00001324375,0.001820891,0.0004870747,0.000122874,0.00002703752,0.00001912123,0.0002082592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.265686,"threshold_uncertainty_score":0.9998281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205896411","doi":"10.1186/s40066-021-00347-0","title":"Economic analysis and food security contribution of supplemental irrigation and farm ponds: evidence from northern Burkina Faso","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"International Development Research Centre","keywords":"Irrigation; Food security; Gross margin; Profitability index; Agriculture; Subsidy; Rainfed agriculture; Agricultural science; Environmental science; Business; Agricultural economics; Agroforestry; Agronomy; Geography; Economics; Biology","authors":[{"name":"Bétéo Zongo","is_ca":false},{"name":"Bruno Barbier","is_ca":false},{"name":"Abdoulaye Diarra","is_ca":false},{"name":"Malicki Zorom","is_ca":false},{"name":"Calvin Atewamba","is_ca":true},{"name":"Omer S. Combary","is_ca":false},{"name":"Souleymane Ouédraogo","is_ca":false},{"name":"Patrice Toé","is_ca":false},{"name":"Thomas Dogot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009694856880189921,"gpt":0.2222192866516889,"spread":0.2125244297714989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780454,0.0002577135,0.000414366,0.00003577444,0.0006148531,0.00009200974,0.0002862783,0.0001294129,0.0005527322],"category_scores_gemma":[0.00002875983,0.0001038326,0.0001695693,0.0007098977,0.00008914236,0.0002545722,0.0004331174,0.0003259766,0.000004072002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529155,"about_ca_system_score_gemma":0.00001818695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199116,"about_ca_topic_score_gemma":0.08552272,"domain_scores_codex":[0.9979603,0.0002437924,0.0003956619,0.000590945,0.0004598388,0.0003494562],"domain_scores_gemma":[0.9991423,0.0002283496,0.000253385,0.00007788709,0.0001364712,0.0001616104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003607602,0.0005858834,0.8098115,0.00005147304,0.002109836,0.00001011928,0.00744744,0.00003640047,0.1630463,0.006479859,0.002505466,0.00755503],"study_design_scores_gemma":[0.0004599044,0.001988613,0.9687818,0.000023462,0.0003344382,0.00001514399,0.004875336,0.00008271418,0.0101346,0.008789117,0.004050011,0.0004648952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993642,0.001811014,0.000002819511,0.002096866,0.00006874623,0.0005092705,0.001744258,0.00004089159,0.00008411135],"genre_scores_gemma":[0.9966821,0.0002365028,0.00001317622,0.00005671838,0.0001449348,0.00006467092,0.002779259,0.000001165264,0.00002146382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589703,"threshold_uncertainty_score":0.9311641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165549709","doi":"10.1186/s40066-021-00286-w","title":"Deconstructing leisure time and workload: case of women bean producers in Kenya","year":2021,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Empowerment; Poverty; Kenya; Agriculture; Socioeconomics; Work (physics); Workload; Focus group; Economic growth; Sociology; Political science; Business; Geography; Economics; Engineering; Marketing; Management","authors":[{"name":"Eileen Bogweh Nchanji","is_ca":false},{"name":"Mercy Mutua","is_ca":false},{"name":"Collins Odhiambo","is_ca":false},{"name":"Yvonne Kiki Nchanji","is_ca":false},{"name":"David Karanja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007570361505389099,"gpt":0.2347958275538893,"spread":0.2272254660485002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006320752,0.0001477988,0.0003135932,0.00004420351,0.0002495717,0.00005931463,0.0001082832,0.0001724107,0.0001071939],"category_scores_gemma":[0.0001989685,0.0001221702,0.00006006832,0.0005679157,0.0001352157,0.0001816815,0.00008736708,0.0002388679,0.000004393594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173662,"about_ca_system_score_gemma":0.0002511634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336245,"about_ca_topic_score_gemma":0.01975371,"domain_scores_codex":[0.9984766,0.0001983077,0.0002799526,0.0003629368,0.0002298243,0.0004524402],"domain_scores_gemma":[0.999332,0.00007803433,0.0001187934,0.0001276086,0.000151823,0.0001917774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003984044,0.0003349004,0.05034394,0.0001156951,0.0001878308,0.001294932,0.9287552,0.000007396799,0.001089058,0.001880082,0.004616767,0.01133437],"study_design_scores_gemma":[0.002132614,0.0003781937,0.08412007,0.0004308129,0.0000896502,0.001468082,0.8359653,0.0000111915,0.008487226,0.008307145,0.05715168,0.001458004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940597,0.002293394,7.603742e-7,0.0005046963,0.000169304,0.0002225052,0.00001519288,0.00004308927,0.002691329],"genre_scores_gemma":[0.9990933,0.0001632508,0.0002911319,0.00003925178,0.0001860772,0.00001304468,0.000006595878,0.000006135612,0.0002012106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09278986,"threshold_uncertainty_score":0.9981332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591715795","doi":"10.1186/s40066-017-0096-6","title":"Mitigating dry season food insecurity in the subtropics by prospecting drought-tolerant, nitrogen-fixing weeds","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"International Development Research Centre","keywords":"Agronomy; Dry season; Nitrogen fixation; Wet season; Agroforestry; Environmental science; Subtropics; Agriculture; Soil fertility; Cover crop; Biology; Cropping; Soil water; Ecology","authors":[{"name":"Finlay Small","is_ca":true},{"name":"Manish N. Raizada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373980253578443,"gpt":0.2177540145765383,"spread":0.2040142120407539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008374911,0.0005318952,0.0004970075,0.0000182691,0.002260396,0.0009212088,0.001757991,0.0004296069,0.00003692654],"category_scores_gemma":[0.0003660582,0.0001969409,0.000338064,0.0005601994,0.000176935,0.0007204823,0.0003549629,0.001149375,0.00002056176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276029,"about_ca_system_score_gemma":0.00002033012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544116,"about_ca_topic_score_gemma":0.01404642,"domain_scores_codex":[0.99646,0.000376738,0.0005535473,0.0008506235,0.0007843702,0.0009746755],"domain_scores_gemma":[0.9983853,0.0002778559,0.000574673,0.000385204,0.0001874934,0.0001895208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005084453,0.000844489,0.7841408,0.00008538227,0.0001462587,0.00003444391,0.008396965,4.062865e-7,0.1973579,0.003111571,0.003484063,0.002346904],"study_design_scores_gemma":[0.002027112,0.002859021,0.7133213,0.0004229767,0.0002101242,0.0001212765,0.01162318,0.0001009105,0.2289336,0.02810235,0.009742354,0.002535858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921028,0.001267027,6.746471e-7,0.003418082,0.0002494243,0.0008225269,0.0002184541,0.0001694492,0.001751577],"genre_scores_gemma":[0.9981395,0.00001733975,0.00007576256,0.0005108354,0.000971866,0.0001019524,0.0001579316,0.000005515917,0.00001929698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07081947,"threshold_uncertainty_score":0.9990385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389461944","doi":"10.1186/s40066-023-00440-6","title":"Food insecurity, coping strategies, and resilience of agricultural cooperative members during COVID-19 in West Africa","year":2023,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"International Development Research Centre","keywords":"Food security; Agriculture; Food insecurity; Socioeconomics; Coping (psychology); Business; Economic growth; Psychological resilience; Pandemic; Dynamism; Resilience (materials science); Livelihood; Geography; Coronavirus disease 2019 (COVID-19); Economics; Psychology","authors":[{"name":"Cokou Patrice Kpadé","is_ca":true},{"name":"Marie-Christine Bélanger","is_ca":false},{"name":"Catherine Laplante","is_ca":false},{"name":"Constance Lambert","is_ca":false},{"name":"Ibrahima Bocoum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03643597894851467,"gpt":0.2549160585536498,"spread":0.2184800796051351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005975894,0.0003487717,0.0006814413,0.0003097957,0.0002511632,0.0001658572,0.0003734069,0.0002809599,0.00005848044],"category_scores_gemma":[0.000808375,0.0002984118,0.0001086348,0.001944885,0.000171647,0.0008593863,0.0002843102,0.0004837153,0.00003193044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069565,"about_ca_system_score_gemma":0.0001637099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133894,"about_ca_topic_score_gemma":0.007665678,"domain_scores_codex":[0.9975868,0.00008053986,0.0008111199,0.0007461251,0.0001374415,0.0006379176],"domain_scores_gemma":[0.9986381,0.0002596293,0.0004217961,0.0002829677,0.0000807885,0.0003167365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003317386,0.00076256,0.2482868,0.002818194,0.0005548366,0.0001039569,0.2033419,0.01056139,0.007470061,0.5125234,0.01319843,0.00004676108],"study_design_scores_gemma":[0.003464747,0.00132746,0.9352525,0.0001909888,0.00002708194,0.00006187248,0.02067448,0.0001624853,0.001431072,0.0271573,0.008945832,0.001304207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919156,0.002711647,0.00001846888,0.001336991,0.0001678297,0.0005914601,0.0004201652,0.0001417213,0.002696133],"genre_scores_gemma":[0.9989995,0.0005195827,0.00002454687,0.0001899228,0.00007910178,0.00004926226,0.00006240867,0.00001541649,0.00006024996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6869657,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285492307","doi":"10.1186/s40066-022-00378-1","title":"The drivers and intensity of adoption of beekeeping in northwest Ethiopia","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Beekeeping; Stratified sampling; Socioeconomics; Business; Incentive; Socioeconomic status; Consumption (sociology); Geography; Multistage sampling; Agricultural science; Economics; Environmental health; Population; Ecology; Statistics; Medicine","authors":[{"name":"Adino Andaregie","is_ca":false},{"name":"Aemro Worku","is_ca":false},{"name":"Asnake Worku","is_ca":false},{"name":"Lingerew Atinkut","is_ca":false},{"name":"Tess Astatkie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723791869890658,"gpt":0.183514433959692,"spread":0.1662765152607855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001866297,0.00006188851,0.0001473311,0.000004900337,0.0002961331,0.000007184247,0.0001224678,0.0000342634,0.000003877535],"category_scores_gemma":[0.00002157815,0.00002227634,0.00004802846,0.0002473528,0.00006812696,0.00003886861,0.0001824644,0.0001747093,2.274994e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001327828,"about_ca_system_score_gemma":0.000002192852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007563712,"about_ca_topic_score_gemma":0.04587035,"domain_scores_codex":[0.9994,0.00005698301,0.0001492404,0.000124178,0.0001511426,0.0001184401],"domain_scores_gemma":[0.9996923,0.0001141868,0.0001043867,0.00001377832,0.00005454659,0.00002079599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002985051,0.0003523571,0.6691133,0.00004530591,0.00009386731,0.000008046223,0.006477883,0.00001587514,0.2946202,0.0085971,0.0006678762,0.01970965],"study_design_scores_gemma":[0.00007221381,0.0004340129,0.9903183,0.00001009635,0.000007443125,0.000005459568,0.004718087,0.000004036309,0.000802858,0.0005121084,0.003050935,0.00006443751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0006802147,3.293433e-8,0.0005708671,0.00003416384,0.0001029822,0.00009261872,0.00000881832,0.0001058497],"genre_scores_gemma":[0.999626,0.0002707843,0.000002915144,0.00003437131,0.00002860305,0.000006047229,0.00002740034,1.912646e-7,0.000003728481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321205,"threshold_uncertainty_score":0.97154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607143126","doi":"10.1186/s40066-017-0117-5","title":"Editorial for the Thematic Series in Agriculture &amp; Food Security: Climate-Smart Agriculture Technologies in West Africa: learning from the ground AR4D experiences","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Food security; Participatory action research; Agriculture; Livelihood; General partnership; Sustainable agriculture; Sustainability; Business; Environmental resource management; Environmental planning; Climate change; Geography; Economic growth; Economics; Ecology","authors":[{"name":"Jules Bayala","is_ca":false},{"name":"Robert B. Zougmoré","is_ca":false},{"name":"Sidzabda Djibril Dayamba","is_ca":false},{"name":"Alain Olivier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04005095734974119,"gpt":0.2480985726085413,"spread":0.2080476152588002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001134938,0.001112767,0.001072164,0.00003819348,0.003301132,0.001959168,0.003426987,0.001369924,0.00009507029],"category_scores_gemma":[0.001885568,0.000304442,0.0005409024,0.001202862,0.0005820293,0.001425945,0.001032303,0.00222155,0.00003526455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267698,"about_ca_system_score_gemma":0.0000268435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677378,"about_ca_topic_score_gemma":0.2304451,"domain_scores_codex":[0.9944655,0.0003912404,0.0009788241,0.001360832,0.001124734,0.001678908],"domain_scores_gemma":[0.9958416,0.00183604,0.001043871,0.0006493411,0.0004315434,0.0001975617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001366235,0.003000549,0.03930276,0.0004047013,0.0008228273,0.00004891583,0.2416868,0.00009941541,0.08938034,0.006200121,0.6129724,0.004714976],"study_design_scores_gemma":[0.001644279,0.00200606,0.0835232,0.0006554809,0.0002165611,0.00007328267,0.4585311,0.00001396352,0.002926318,0.0106025,0.4378692,0.001937999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966661,0.00509097,9.648269e-7,0.01605779,0.007302842,0.003006576,0.000848848,0.0004786202,0.0005524182],"genre_scores_gemma":[0.981492,0.001579798,0.00003669494,0.0001314542,0.0142997,0.00163036,0.0007092542,0.00001043056,0.0001102717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287677,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943207818","doi":"10.1186/s40066-021-00313-w","title":"Scaling social franchises: lessons learned from Farm Shop","year":2021,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Francis Xavier University; Cape Breton University","funders":"International Development Research Centre; Global Affairs Canada; Canadian International Development Agency","keywords":"Business; Sustainability; Profitability index; Marketing; Food security; Social capital; Social entrepreneurship; Livelihood; Social sustainability; Productivity; Agriculture; Economics; Economic growth; Entrepreneurship; Finance","authors":[{"name":"Kevin McKague","is_ca":true},{"name":"Farouk Jiwa","is_ca":true},{"name":"Karim Harji","is_ca":false},{"name":"Obidimma Ezezika","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03614734101764806,"gpt":0.2469364902461411,"spread":0.210789149228493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000171042,0.0002057843,0.0002592915,0.00004797293,0.0005167979,0.0004014909,0.0001911125,0.0001868169,0.0007022836],"category_scores_gemma":[0.00006838951,0.0001755912,0.0001366392,0.0004306033,0.00003147737,0.0003680727,0.000179221,0.0003088287,0.000360322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006658785,"about_ca_system_score_gemma":0.00004867914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447024,"about_ca_topic_score_gemma":0.0008079168,"domain_scores_codex":[0.9987713,0.0000171704,0.0003084127,0.0004050145,0.0002120816,0.0002860788],"domain_scores_gemma":[0.999348,0.00002617052,0.0001750983,0.0001317318,0.0003042307,0.00001480847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004978278,0.0006633947,0.006964387,0.0001742513,0.000579516,0.00005203976,0.01068717,0.00001839063,0.004285497,0.823127,0.1138106,0.039588],"study_design_scores_gemma":[0.001024792,0.000005314289,0.02761638,0.00003286813,0.00006841319,0.000001488323,0.008670982,0.00007782671,0.0008303794,0.04803456,0.9130294,0.0006075975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934652,0.0001812224,0.0001051063,0.01515415,0.001026376,0.0001420949,0.00003316486,0.0002037681,0.04850217],"genre_scores_gemma":[0.9896067,0.00001602644,0.0001253924,0.006531453,0.002602553,0.00001713044,0.0006378122,0.00001565659,0.0004472568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7992188,"threshold_uncertainty_score":0.7689514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223916597","doi":"10.1186/s40066-022-00371-8","title":"‘Hunger in early life’: exploring the prevalence and correlates of child food insecurity in Canada","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food insecurity; Respondent; Food security; Neglect; Environmental health; Geography; Development economics; Political science; Economic growth; Psychology; Medicine; Economics; Agriculture","authors":[{"name":"Moses Mosonsieyiri Kansanga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06407812601601379,"gpt":0.2998897229481028,"spread":0.2358115969320891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007946535,0.0002239361,0.0004002155,0.000113928,0.001203308,0.000008245653,0.0004030109,0.0001199901,0.0001583525],"category_scores_gemma":[0.0002378665,0.0001683494,0.00005379967,0.0008770659,0.0000629671,0.0002480482,0.000520444,0.00251563,0.000002988023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542038,"about_ca_system_score_gemma":0.000800754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5079769,"about_ca_topic_score_gemma":0.9635139,"domain_scores_codex":[0.9966589,0.0009754299,0.0008300222,0.0003990251,0.0005195041,0.0006171453],"domain_scores_gemma":[0.9985761,0.0005002582,0.0003313597,0.0003146221,0.00009652681,0.000181125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009881157,0.0001683501,0.917787,0.0007172966,0.00003056626,0.000006259398,0.06363168,0.0001214922,0.000003342122,0.01532905,0.002061206,0.00004496243],"study_design_scores_gemma":[0.0007775106,0.0003709895,0.9760475,0.0002153147,0.00002273099,0.000003865219,0.01499788,0.00005098792,0.000006288538,0.001979665,0.00532078,0.0002064733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889179,0.003671241,1.860801e-7,0.004131173,0.0007196002,0.001348564,0.0005040177,0.00002661951,0.0006806528],"genre_scores_gemma":[0.9979435,0.0004305598,0.000004989001,0.0008566105,0.00009532526,0.0006107843,0.00002878921,0.0000125771,0.00001685734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.455537,"threshold_uncertainty_score":0.9997856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137876018","doi":"10.1186/2048-7010-1-s1-s7","title":"Building effective partnerships: the role of trust in the Virus Resistant Cassava for Africa project","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network; Donald Danforth Plant Science Center; Bill and Melinda Gates Foundation","keywords":"General partnership; Enthusiasm; Operationalization; Capacity building; Private sector; Public relations; Agriculture; Skepticism; Face (sociological concept); Business; Economic growth; Political science; Sociology; Economics; Geography; Social science","authors":[{"name":"Obidimma Ezezika","is_ca":true},{"name":"Justin Mabeya","is_ca":true},{"name":"Abdallah S. Daar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05544772693360519,"gpt":0.2851714581927179,"spread":0.2297237312591127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282982,0.000207593,0.0002177849,0.00001226834,0.0004262294,0.00008935499,0.0004572806,0.0001495099,0.00001808137],"category_scores_gemma":[0.0001986672,0.00004521851,0.00015456,0.001163193,0.00007019634,0.0003866506,0.00006121339,0.0003187991,0.000002471077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003455347,"about_ca_system_score_gemma":0.000006909822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005086468,"about_ca_topic_score_gemma":0.003066902,"domain_scores_codex":[0.9983276,0.0004172254,0.0003077474,0.0002301187,0.000285921,0.000431371],"domain_scores_gemma":[0.9980022,0.001411954,0.0002792547,0.00009104358,0.0001756571,0.00003993073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005759164,0.001586065,0.007944224,0.00007495213,0.0002225661,0.000001999082,0.03312594,0.000003638405,0.6836246,0.2263129,0.0246732,0.02185399],"study_design_scores_gemma":[0.0002063445,0.001031185,0.1012888,0.00003499627,0.00009035601,0.00001924572,0.03538575,0.000008198814,0.02215724,0.006593834,0.8328657,0.0003183767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990844,0.002568178,0.000001794404,0.001829732,0.00008534366,0.001575043,0.0001559002,0.00002881751,0.00291124],"genre_scores_gemma":[0.9987581,0.00002659447,0.00009324113,0.0000914902,0.0005340559,0.0004178475,0.0000482078,0.000001044215,0.00002945973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8081924,"threshold_uncertainty_score":0.3278255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114967484","doi":"10.1186/2048-7010-1-s1-s4","title":"Building trust in biotechnology crops in light of the Arab Spring: a case study of Bt maize in Egypt","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Context (archaeology); Agricultural biotechnology; Politics; Private sector; Public relations; Public trust; Public sector; Political science; Agriculture; Business; Biotechnology; Marketing; Economic growth; Geography; Economics; Biology; Ecology","authors":[{"name":"Obidimma Ezezika","is_ca":true},{"name":"Abdallah S. Daar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00549093674520775,"gpt":0.2562736352065465,"spread":0.2507826984613388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981821,0.0001405806,0.0002148197,0.00007622688,0.00001616774,0.000003283506,0.000194549,0.0002467602,0.000001404267],"category_scores_gemma":[0.00005478623,0.00009563217,0.00005583069,0.0003854353,0.00002415199,0.000004290201,0.000178378,0.0002412946,1.583872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001943459,"about_ca_system_score_gemma":0.0000116868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008539721,"about_ca_topic_score_gemma":0.01529305,"domain_scores_codex":[0.9990873,0.00006000566,0.0003056232,0.0002073308,0.00008486263,0.000254838],"domain_scores_gemma":[0.9995744,0.000008946594,0.00007796228,0.0002837466,0.00002327538,0.00003162642],"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":[0.0000308097,0.001017049,0.2440556,0.00006238775,0.00003396157,0.00004020582,0.003587734,0.000375539,0.7499026,0.0006467385,0.00002294409,0.000224459],"study_design_scores_gemma":[0.001234251,0.0004492903,0.1600849,0.0000488436,0.00001721795,0.0001726334,0.005262088,0.00001493882,0.8310217,0.00004636015,0.001447585,0.0002002002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976196,0.001777936,0.00002783013,0.00006782364,0.00009331539,0.000340002,0.000004927778,0.00000498795,0.0000635332],"genre_scores_gemma":[0.9997644,0.00003712277,0.0001120359,0.000008624462,0.0000451514,0.00001936778,0.000001312269,0.000007318319,0.000004648692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08397066,"threshold_uncertainty_score":0.853388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402117931","doi":"10.1186/s40066-024-00489-x","title":"Postharvest food loss reduction and agriculture policy framework in Tanzania: status and way forward","year":2024,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Tanzania; Postharvest; Reduction (mathematics); Agricultural economics; Agriculture; Economics; Natural resource economics; Business; Socioeconomics; Geography; Horticulture; Mathematics; Biology","authors":[{"name":"Evodius Waziri Rutta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0067060406850303,"gpt":0.2246019520533677,"spread":0.2178959113683374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002664864,0.0003978592,0.0003805047,0.00005565612,0.0002854148,0.0003903396,0.0001610089,0.000523608,0.00002947991],"category_scores_gemma":[0.0001633262,0.0001501226,0.0001391608,0.001535184,0.0001863475,0.0005263254,0.0001534415,0.0007759516,0.000004737488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808139,"about_ca_system_score_gemma":0.00003240985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006974785,"about_ca_topic_score_gemma":0.003712276,"domain_scores_codex":[0.9976172,0.0001782781,0.0003758348,0.0008566146,0.0003158871,0.0006561686],"domain_scores_gemma":[0.9992035,0.0001209525,0.00007569428,0.0001003597,0.000143022,0.0003564816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007323388,0.002697822,0.04042836,0.00215049,0.0009990989,0.0001929194,0.03895867,0.00004644332,0.1151475,0.4880097,0.01636108,0.2942756],"study_design_scores_gemma":[0.0006763083,0.00522524,0.6781312,0.0004365008,0.0001384323,0.001039991,0.0595705,0.00002690041,0.004500872,0.139958,0.1085868,0.001709243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798393,0.008842077,0.000001595523,0.009549647,0.0003246364,0.0006053495,0.0002009933,0.0002186147,0.000417823],"genre_scores_gemma":[0.9974627,0.001092053,0.00003896487,0.0001323059,0.0009892692,0.00004685127,0.0001186226,0.000003260341,0.0001160028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6377028,"threshold_uncertainty_score":0.6121821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212827812","doi":"10.1186/s40066-022-00359-4","title":"What Kigali’s open-air markets reveal about achieving food and nutrition security: the role of African indigenous crops","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"University of Nebraska-Lincoln","keywords":"Indigenous; Food security; Open air; Malnutrition; Geography; Consumables; Agriculture; Agricultural economics; Agroforestry; Business; Socioeconomics; Economic growth; Biology; Engineering; Ecology; Economics; Marketing","authors":[{"name":"Eugene Baraka","is_ca":true},{"name":"Mary S. Willis","is_ca":false},{"name":"Brice A. Ishimwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0088304549807013,"gpt":0.1999602241237009,"spread":0.1911297691429996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006237783,0.0002817429,0.0004423503,0.00001501729,0.002120656,0.0001646035,0.0008291953,0.0001388077,0.00009602476],"category_scores_gemma":[0.00004676091,0.0001047267,0.0001447535,0.0006405818,0.0002191353,0.0004337589,0.001275966,0.0005079233,0.000001924639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703812,"about_ca_system_score_gemma":0.00001487541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643281,"about_ca_topic_score_gemma":0.006396498,"domain_scores_codex":[0.9977788,0.0004928809,0.0003631799,0.0005182881,0.0003550547,0.0004918405],"domain_scores_gemma":[0.9990396,0.0002886765,0.0003195216,0.0001243191,0.0001126024,0.0001152177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004485836,0.01545808,0.2269225,0.0006494635,0.00410316,0.0001307768,0.3770443,0.00001704562,0.185543,0.02666786,0.06205688,0.09692114],"study_design_scores_gemma":[0.0008096372,0.007413541,0.4329839,0.00009845253,0.000193625,0.0001856687,0.2370717,0.000004522109,0.002341153,0.02914668,0.2888782,0.0008728761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803155,0.01319123,4.813647e-8,0.003647338,0.0002167819,0.001070425,0.0003907287,0.0000533171,0.001114619],"genre_scores_gemma":[0.9980738,0.0007711801,0.000008675021,0.0004498645,0.0002316899,0.0003141742,0.00008266111,0.00000228499,0.00006569744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268214,"threshold_uncertainty_score":0.9991785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283269232","doi":"10.1186/s40066-022-00377-2","title":"Can results-based prizes to private sector incentivize technology adoption by farmers? Evidence from the AgResults Nigeria project that uses prizes to incentivize adoption of AflasafeTM","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Foreign and Commonwealth Office; Carnegie Mellon University; Foreign, Commonwealth and Development Office; World Bank Group; Global Affairs Canada; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Incentive; Private sector; Business; Public economics; Selection bias; Marketing; Economics; Economic growth","authors":[{"name":"Tulika Narayan","is_ca":false},{"name":"Judy Geyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05701608110769227,"gpt":0.2212805427842865,"spread":0.1642644616765942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008242553,0.0003270092,0.0005010501,0.0001730535,0.0003754918,0.00007343529,0.0006467158,0.000174951,0.00009496332],"category_scores_gemma":[0.000217876,0.0002777702,0.0001558181,0.0007864902,0.00009431365,0.0002952027,0.0004240399,0.0003628329,0.00006271742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006732369,"about_ca_system_score_gemma":0.00004339975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009369227,"about_ca_topic_score_gemma":0.0009318169,"domain_scores_codex":[0.997517,0.0001554599,0.0008289021,0.0009045136,0.0001864961,0.000407635],"domain_scores_gemma":[0.9982893,0.0001900262,0.0008358106,0.0005516378,0.00004243189,0.00009082197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002579811,0.001638004,0.8888429,0.0001372142,0.0006189574,0.000004601999,0.02158877,0.003655682,0.04348634,0.00686316,0.02876123,0.001823331],"study_design_scores_gemma":[0.003791854,0.00321895,0.830862,0.000303033,0.0001075872,0.000005015392,0.007174268,0.0002688796,0.04106445,0.004587258,0.107017,0.001599755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856361,0.001136682,0.0004164876,0.005558846,0.0004202319,0.001747258,0.00488473,0.00007910096,0.0001205678],"genre_scores_gemma":[0.9972013,0.0002440166,0.0006581508,0.0005711587,0.00008727935,0.0004054569,0.0007446767,0.00002424408,0.00006368708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07825574,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102789050","doi":"10.1186/2048-7010-1-s1-s6","title":"Unfulfilled farmer expectations: the case of the Insect Resistant Maize for Africa (IRMA) project in Kenya","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network; Syngenta Foundation for Sustainable Agriculture; Bill and Melinda Gates Foundation","keywords":"General partnership; Business; Private sector; Food security; Public relations; Agriculture; Marketing; Political science; Economic growth; Economics; Finance; Geography","authors":[{"name":"Justin Mabeya","is_ca":true},{"name":"Obidimma Ezezika","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02752095027228802,"gpt":0.2331378723318052,"spread":0.2056169220595172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005208058,0.0001441376,0.0001640778,0.00007247732,0.0002988073,0.00007164124,0.0002100145,0.00007682177,0.00003338502],"category_scores_gemma":[0.0001357384,0.00007114901,0.0001050584,0.000620251,0.00004535175,0.000350469,0.000094895,0.0001471896,0.00001106519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007063804,"about_ca_system_score_gemma":0.00003816837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002064171,"about_ca_topic_score_gemma":0.001482549,"domain_scores_codex":[0.9990906,0.0000326789,0.0003536878,0.0001502734,0.0001095633,0.0002632315],"domain_scores_gemma":[0.9992833,0.00007862427,0.0002684554,0.000174545,0.0001884399,0.000006671957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002349723,0.0008608338,0.01210674,0.000419772,0.000268929,0.0000101182,0.06094342,0.000009141883,0.001142247,0.7235509,0.1996384,0.0008145283],"study_design_scores_gemma":[0.003035241,0.00006172568,0.07654871,0.0001021848,0.0001556166,0.00004194093,0.1135104,0.0001398943,0.0009838472,0.01133397,0.793281,0.0008055071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823201,0.0002414553,0.00001075651,0.001740058,0.0004518819,0.001199651,0.00001748822,0.00003026385,0.01398834],"genre_scores_gemma":[0.9985735,0.000002310667,0.00007468068,0.0005024002,0.0003499445,0.0002414309,0.00002059931,0.000008851219,0.000226263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7122169,"threshold_uncertainty_score":0.2901373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169980685","doi":"10.1186/2048-7010-1-s1-s5","title":"Overcoming barriers to trust in agricultural biotechnology projects: a case study of Bt cowpea in Nigeria","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"Ministry of Environment; United States Agency for International Development; Commonwealth Scientific and Industrial Research Organisation; University of Toronto; University Health Network; Bill and Melinda Gates Foundation","keywords":"General partnership; Biosafety; Agriculture; Biotechnology; Agricultural biotechnology; Productivity; Private sector; Business; Economic growth; Agricultural science; Political science; Geography; Biology; Economics; Law","authors":[{"name":"Obidimma Ezezika","is_ca":true},{"name":"Abdallah S. Daar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02288069883054623,"gpt":0.2549006598143903,"spread":0.2320199609838441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005714908,0.0003275561,0.0004989015,0.00009087371,0.0001489405,0.00004774447,0.0005098637,0.0004160785,0.0001126366],"category_scores_gemma":[0.0003679185,0.0001243721,0.00008681344,0.002164511,0.00006167241,0.0002057919,0.000388626,0.0005948809,0.00001460359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147355,"about_ca_system_score_gemma":0.00002098423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433489,"about_ca_topic_score_gemma":0.08476697,"domain_scores_codex":[0.9971247,0.0003573584,0.0005640984,0.0005649194,0.0004433926,0.0009455554],"domain_scores_gemma":[0.9990203,0.0001406739,0.0001099471,0.0001540283,0.0001156917,0.0004594086],"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":[0.0001292446,0.002623299,0.3023208,0.00003623345,0.00005429928,0.0003089545,0.03694432,0.00002006037,0.6547328,0.0005139227,0.0003954545,0.001920614],"study_design_scores_gemma":[0.001240766,0.004230361,0.6894165,0.00005129633,0.00002101736,0.0006140734,0.2559271,0.000004897648,0.0466744,0.0001548243,0.0009542942,0.0007104963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969932,0.0001915507,3.716315e-7,0.0006429745,0.00010683,0.001754929,0.00004312363,0.00006407871,0.0002029316],"genre_scores_gemma":[0.999555,0.000009925329,0.0000605415,0.00006873664,0.0001324657,0.0001368809,0.00001637156,0.00000248758,0.00001758912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6080583,"threshold_uncertainty_score":0.9319336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398181757","doi":"10.1186/s40066-024-00476-2","title":"Food risk assessment in the farm-to-table continuum: report from the conference on good hygiene practices to ensure food safety","year":2024,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Cegep de Saint Hyacinthe","funders":"Université de Montréal; Ministère des relations internationales et de la Francophonie","keywords":"Context (archaeology); Public relations; Government (linguistics); Food safety; Political science; Business; Engineering; Medical education; Medicine; Geography","authors":[{"name":"Mohamed Rhouma","is_ca":true},{"name":"Marie‐Lou Gaucher","is_ca":true},{"name":"Sadjia Békal","is_ca":true},{"name":"Pascal Sandérs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02862798219506403,"gpt":0.2699779070492453,"spread":0.2413499248541813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001871272,0.0004844856,0.0004612349,0.0000226581,0.0006791541,0.0007302633,0.001208804,0.0002638054,0.0001471235],"category_scores_gemma":[0.0005109735,0.000138792,0.0002386676,0.001621319,0.00006286058,0.0002893325,0.0002869461,0.001334673,0.00008376753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009835085,"about_ca_system_score_gemma":0.00006946213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852999,"about_ca_topic_score_gemma":0.1423309,"domain_scores_codex":[0.9958128,0.0008256901,0.0006584059,0.001113584,0.0008963355,0.0006931694],"domain_scores_gemma":[0.9972556,0.001497803,0.0003917461,0.0003878908,0.0002476248,0.0002193848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003877738,0.009282171,0.03612689,0.0002820953,0.004035182,0.001459173,0.07278287,0.0004945965,0.1269771,0.2956937,0.2482191,0.2007693],"study_design_scores_gemma":[0.0003229281,0.008275299,0.4002446,0.0002115983,0.000145072,0.00007849112,0.008677608,0.00001778198,0.001481684,0.006223951,0.573697,0.0006240415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175642,0.001160842,0.00001367577,0.06461924,0.0006313288,0.001546911,0.001808703,0.0001764503,0.01247872],"genre_scores_gemma":[0.996021,0.0001929667,0.0001052508,0.002082486,0.0008929727,0.000201293,0.0003785405,0.000004126684,0.0001213079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641177,"threshold_uncertainty_score":0.8733194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407800351","doi":"10.1186/s40066-024-00513-0","title":"Advancing the Sustainable Development Goals through participatory research: long-term impacts of farmer participation on sustainable land use and livelihoods in Honduras","year":2025,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Agricultural Innovations and Practices","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":"University of Waterloo; University of Guelph","funders":"","keywords":"Livelihood; Citizen journalism; Environmental planning; Sustainable development; Participatory action research; Business; Term (time); Environmental resource management; Natural resource economics; Sustainability; Geography; Economic growth; Political science; Economics; Agriculture; Ecology","authors":[{"name":"Marvin Gómez","is_ca":false},{"name":"Sally Humphries","is_ca":true},{"name":"Sebastian Daly Kindsvater","is_ca":true},{"name":"José Jiménez","is_ca":false},{"name":"Paola Orellana","is_ca":false},{"name":"Sara Wyngaarden","is_ca":true},{"name":"Warren Dodd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08703929782937694,"gpt":0.3513378063735062,"spread":0.2642985085441293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001305849,0.0002116385,0.0002553303,0.00004195651,0.0007097459,0.0002405525,0.0002909916,0.0001627762,0.00003555313],"category_scores_gemma":[0.0009248555,0.00006710699,0.0000473765,0.001817506,0.0001171974,0.0009711995,0.0002893458,0.0004470016,0.000002955106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356994,"about_ca_system_score_gemma":0.0000544362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802463,"about_ca_topic_score_gemma":0.008620066,"domain_scores_codex":[0.997663,0.0004504961,0.0004391229,0.0003650295,0.000349619,0.0007327544],"domain_scores_gemma":[0.9978684,0.0009986028,0.0001916802,0.0001256036,0.0007383586,0.00007731399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004085932,0.001516702,0.8834141,0.0004985384,0.0002077506,0.00006410252,0.01905207,0.00005381981,0.02585062,0.05437819,0.01047489,0.004080639],"study_design_scores_gemma":[0.0002048772,0.0004250167,0.9550167,0.000125307,0.00002206485,0.000002167425,0.0136861,0.000002433076,0.01130091,0.002162486,0.01687252,0.0001793556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943571,0.0009918706,0.000001556199,0.00326773,0.00003657208,0.0007900071,0.000009190344,0.00002774896,0.0005182284],"genre_scores_gemma":[0.9987742,0.0002080974,0.00002874773,0.0002558386,0.00006199816,0.0001335489,0.00005451795,0.000001218309,0.0004818511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07160267,"threshold_uncertainty_score":0.5458863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221018012","doi":"10.1186/s40066-021-00346-1","title":"An evaluation framework and empirical evidence on the effect of pay-for-results programs on the development of markets for welfare-enhancing agricultural technologies","year":2022,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; United States Agency for International Development; Australian Government; Department of Foreign Affairs and Trade, Australian Government; Foreign and Commonwealth Office; Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Food security; Agriculture; Business; Competitor analysis; Investment (military); Private sector; Industrial organization; Welfare; Economics; Marketing; Public economics; Economic growth; Market economy; Political science","authors":[{"name":"Tulika Narayan","is_ca":false},{"name":"Judy Geyer","is_ca":false},{"name":"Denise Y. Mainville","is_ca":false},{"name":"Betsy Ness-Edelstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08258586503104809,"gpt":0.3045869656467706,"spread":0.2220011006157225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00372013,0.000182649,0.0003304406,0.00005227621,0.0008858611,0.00005825634,0.0004549269,0.0001259635,0.00001134096],"category_scores_gemma":[0.002032641,0.00008673945,0.0001220214,0.0003869627,0.00005833324,0.0001026139,0.000139703,0.0003951886,6.863647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532478,"about_ca_system_score_gemma":0.00002804113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001461934,"about_ca_topic_score_gemma":0.0001427372,"domain_scores_codex":[0.9986278,0.000213271,0.0005078282,0.0002690361,0.000164414,0.0002176483],"domain_scores_gemma":[0.997517,0.001614218,0.000458335,0.0002792859,0.0001042681,0.00002684614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.006587455,0.003233749,0.08706208,0.001266989,0.002267119,9.220695e-7,0.2976396,0.000251818,0.001784269,0.3547315,0.01344711,0.2317274],"study_design_scores_gemma":[0.002915461,0.01928229,0.7821211,0.0007167192,0.0001707714,0.000004690679,0.05416359,0.000606467,0.03478118,0.08111802,0.02274227,0.001377384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905494,0.0004607774,0.00006396293,0.0062921,0.000128436,0.002168114,0.0001109937,0.00003910599,0.0001871098],"genre_scores_gemma":[0.9986811,0.00001967216,0.0002926921,0.00004532214,0.00002797535,0.0008426015,0.00007640151,0.000006751315,0.000007493119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6950591,"threshold_uncertainty_score":0.6813416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400056036","doi":"10.1186/s40066-024-00474-4","title":"Resiliency against food insecurity among the Black population in Scarborough during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"The Scarborough Hospital; University of Toronto; Algoma University","funders":"University of Toronto Scarborough; University of Toronto","keywords":"Poverty; Population; Qualitative research; Food security; Pandemic; Food insecurity; Environmental health; Socioeconomics; Socioeconomic status; Economic growth; Coronavirus disease 2019 (COVID-19); Medicine; Geography; Sociology; Agriculture; Social science; Disease","authors":[{"name":"Suleyman M. Demi","is_ca":true},{"name":"Suzanne R. Sicchia","is_ca":true},{"name":"George J. Sefa Dei","is_ca":true},{"name":"Liben Gebremikael","is_ca":false},{"name":"T. Shaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08383771277230663,"gpt":0.3902693443223554,"spread":0.3064316315500488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002010595,0.0004533248,0.0004521823,0.0001858838,0.003149687,0.0001149493,0.0007513118,0.000747719,0.0001378896],"category_scores_gemma":[0.0007830157,0.0002522589,0.0002467554,0.001770934,0.000288984,0.000586931,0.0003804934,0.003558253,0.0001372983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121375,"about_ca_system_score_gemma":0.000401036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861231,"about_ca_topic_score_gemma":0.1497164,"domain_scores_codex":[0.9943542,0.001835824,0.001192704,0.0008105503,0.000720586,0.001086059],"domain_scores_gemma":[0.9972799,0.001111463,0.0003312176,0.0007481702,0.0001561321,0.0003730855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244913,0.0002038304,0.7461973,0.002166513,0.0001283978,0.00002658041,0.1336032,0.0005036825,0.00005490185,0.1003867,0.016497,0.0001073948],"study_design_scores_gemma":[0.001044113,0.0002425317,0.898213,0.0005214598,0.00008476295,0.00001468809,0.01736566,0.0005575615,0.000007726308,0.03217828,0.04920591,0.0005642649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782231,0.003390021,0.00000749739,0.01040573,0.001311672,0.002873034,0.0003347632,0.0005559627,0.002898213],"genre_scores_gemma":[0.994639,0.0007116774,0.000009484069,0.002781962,0.0009991212,0.000414495,0.0002380624,0.00003600091,0.0001702436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520158,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046672308","doi":"10.1186/2048-7010-1-s1-s9","title":"Building effective agbiotech partnerships founded on trust: a summary of the challenges and practices in sub-Saharan Africa","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Public Health Ontario; University Health Network","funders":"University of Toronto; University Health Network","keywords":"General partnership; Political science; Economic growth; Environmental planning; Public relations; Business; Geography; Economics","authors":[{"name":"Obidimma Ezezika","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04345599618544597,"gpt":0.2540777122603208,"spread":0.2106217160748748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008237365,0.0001578951,0.0001925324,0.00008046322,0.0001219367,0.00005607224,0.0001470064,0.000145579,0.000006168997],"category_scores_gemma":[0.0001902363,0.00009753244,0.00004942155,0.0002583557,0.00004266001,0.000657682,0.0001149284,0.000299874,0.0000101272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005848654,"about_ca_system_score_gemma":0.000009157822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002491772,"about_ca_topic_score_gemma":0.0002683928,"domain_scores_codex":[0.9991357,0.00005371249,0.0002147671,0.000197527,0.0001542316,0.0002440928],"domain_scores_gemma":[0.9992544,0.0001119008,0.0004295841,0.0001217848,0.00007041997,0.00001192243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002000808,0.0009469092,0.02649966,0.0007581754,0.0002423879,0.000002420763,0.01148739,0.000002688075,0.002819418,0.9297187,0.01289445,0.01442771],"study_design_scores_gemma":[0.001305482,0.00008420036,0.6377524,0.0002978395,0.00007176396,0.000003790782,0.003789214,0.00002513306,0.003448731,0.01694467,0.335736,0.0005407692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777537,0.002598659,9.564067e-7,0.002630628,0.0002946324,0.0005064986,0.000001838775,0.0000310145,0.01618208],"genre_scores_gemma":[0.998927,0.0001838324,0.00002478799,0.0004177545,0.0003712309,0.00004669093,0.00000474324,0.000007362589,0.00001657975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.912774,"threshold_uncertainty_score":0.3977258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122193712","doi":"10.1186/2048-7010-1-5","title":"Trait stacking for biotech crops: an essential consideration for agbiotech development projects for building trust","year":2012,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"Bill and Melinda Gates Foundation","keywords":"Food security; Audit; Order (exchange); Agriculture; Business; Value (mathematics); Agricultural biotechnology; Scale (ratio); Public relations; Biotechnology; Political science; Biology; Ecology; Geography; Accounting","authors":[{"name":"Obidimma Ezezika","is_ca":true},{"name":"Abdallah S. Daar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05303318643290397,"gpt":0.290351580306296,"spread":0.237318393873392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007331881,0.0003003056,0.0002938596,0.00002454556,0.0008972825,0.0002677437,0.0003281526,0.0004420957,0.00003983831],"category_scores_gemma":[0.0002736945,0.0001259957,0.0001710458,0.0002733897,0.00005886631,0.0003226553,0.00008221566,0.0001939468,0.000002153897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009491691,"about_ca_system_score_gemma":0.00005294899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004403865,"about_ca_topic_score_gemma":0.001078619,"domain_scores_codex":[0.9976914,0.00007387625,0.0003866445,0.000574093,0.0003408899,0.0009331201],"domain_scores_gemma":[0.9987466,0.0003166046,0.0001315374,0.000087117,0.0004443461,0.0002737922],"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":[0.0001454974,0.0004179593,0.0001289165,0.0001053134,0.00005820017,1.957506e-7,0.001413567,0.00000351158,0.9712026,0.005543226,0.001670415,0.01931065],"study_design_scores_gemma":[0.0007343563,0.00172439,0.009486135,0.00002740678,0.00004827532,0.00001049238,0.001232962,0.0001260778,0.9303006,0.003319724,0.05244836,0.0005412133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879892,0.0001883729,0.006125213,0.001081636,0.0002260379,0.003826615,0.0003968161,0.0001388879,0.00002723359],"genre_scores_gemma":[0.9710034,0.000005961833,0.02592108,0.000120722,0.001199294,0.001066016,0.0006419176,0.000005619707,0.00003601681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05077795,"threshold_uncertainty_score":0.6901262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526258212","doi":"10.1186/s40066-016-0070-8","title":"Erratum to: Urban harvests: food security and local fish and shellfish in Southcentral Alaska","year":2016,"lang":"en","type":"erratum","venue":"Agriculture & Food Security","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Fishery; Fish <Actinopterygii>; Shellfish; Food security; Geography; Biology; Archaeology; Aquatic animal","authors":[{"name":"Hannah L. Harrison","is_ca":false},{"name":"Philip A. Loring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01187165515053012,"gpt":0.2706352379560933,"spread":0.2587635828055632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007892789,0.001042885,0.001700329,0.0001933868,0.002642395,0.00007444648,0.0005024649,0.003236582,0.0001464752],"category_scores_gemma":[0.0002662315,0.0007149432,0.0002033799,0.0004370175,0.0002853207,0.0002349601,0.001302298,0.004810708,0.00009074798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790631,"about_ca_system_score_gemma":0.0006174066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347394,"about_ca_topic_score_gemma":0.4995837,"domain_scores_codex":[0.9930177,0.0007445344,0.001159473,0.00153799,0.0004782594,0.003062055],"domain_scores_gemma":[0.9973938,0.000314319,0.0005202637,0.0005582059,0.0004611515,0.0007522211],"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":[0.000105172,0.0001855403,0.00845911,0.0008628804,0.0002210695,0.00003645146,0.09384012,8.482783e-8,0.000001740578,0.0008017079,0.8954133,0.00007277689],"study_design_scores_gemma":[0.001739745,0.002344128,0.02847916,0.001007687,0.0001497705,0.00002808675,0.03544749,0.000001944178,0.000003275124,0.003417843,0.9262123,0.001168645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7476897,0.02034979,0.00002119897,0.02281722,0.065819,0.01210613,0.009762956,0.0006550784,0.1207789],"genre_scores_gemma":[0.9460043,0.005114065,0.00002427283,0.008540607,0.008254463,0.0008124526,0.00107813,0.0001497517,0.03002195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4982363,"threshold_uncertainty_score":0.9995302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416123338","doi":"10.1186/s40066-025-00554-z","title":"The impact of sustainable organic agriculture on food security in sub-Saharan Africa: a mixed methods systematic review with meta-analysis","year":2025,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Toronto","funders":"UNICEF","keywords":"Food security; Per capita; Agriculture; Sustainable agriculture; Revenue; Calorie; Dietary diversity; Systematic review; Food group","authors":[{"name":"André M. N. Renzaho","is_ca":false},{"name":"Rashid Abdulai","is_ca":true},{"name":"Kh. Shafiur Rahaman","is_ca":false},{"name":"Sanjay Kumar Das","is_ca":true},{"name":"Ramadhani Noor","is_ca":true},{"name":"Bukola Salami","is_ca":true},{"name":"Stanley Chitekwe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01605569521541149,"gpt":0.2608552979939183,"spread":0.2447996027785068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074033,0.00095496,0.003244507,0.00008499122,0.0006167592,0.0002387204,0.001336558,0.0004904877,0.0001282077],"category_scores_gemma":[0.0005375413,0.0002175185,0.002687597,0.01017983,0.0001282744,0.0002778178,0.0002713249,0.0009819014,0.000009757292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259941,"about_ca_system_score_gemma":0.00006806905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003441264,"about_ca_topic_score_gemma":0.01042688,"domain_scores_codex":[0.9937927,0.001989418,0.001302287,0.001046175,0.0007992614,0.001070186],"domain_scores_gemma":[0.9963286,0.001197495,0.000877336,0.0005103539,0.0008435206,0.0002427275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001015192,0.008852224,0.0004197835,0.07276878,0.4227512,0.0001650411,0.005098556,0.0001761755,0.106817,0.0349289,0.3466825,0.0003246381],"study_design_scores_gemma":[0.004149027,0.03603056,0.06434992,0.02103152,0.6621227,0.0002683192,0.03474217,0.00004789817,0.1069075,0.02701834,0.03452407,0.008807974],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5444645,0.4313037,0.00001369141,0.01021048,0.000170654,0.009953572,0.0008768035,0.0003626916,0.002643955],"genre_scores_gemma":[0.995156,0.003410076,0.000024655,0.0002191079,0.00007732217,0.0004503985,0.0002038616,0.000004583036,0.0004539502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506915,"threshold_uncertainty_score":0.8870149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414060560","doi":"10.1186/s40066-025-00546-z","title":"Retail store governance models in remote Indigenous communities across Canada: a media analysis","year":2025,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; University of Ottawa; Global Affairs Canada","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Indigenous; Corporate governance; Population; Food policy; Food systems; Grey literature; Food insecurity","authors":[{"name":"Camille Slack","is_ca":true},{"name":"Sonia Wesche","is_ca":true},{"name":"Ana María Peredo","is_ca":true},{"name":"Tiff‐Annie Kenny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02500266542818795,"gpt":0.3076359648477265,"spread":0.2826332994195386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006809964,0.0002955083,0.0008215206,0.00005014934,0.003892123,0.00001364451,0.0005256489,0.0004591502,0.00007151071],"category_scores_gemma":[0.00009742683,0.0002216055,0.000144462,0.001486884,0.00007601087,0.000110333,0.0005176276,0.001512271,0.000007479047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991747,"about_ca_system_score_gemma":0.001093909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9627336,"about_ca_topic_score_gemma":0.9999347,"domain_scores_codex":[0.9966916,0.0005150083,0.0006595547,0.000322428,0.0003058162,0.001505577],"domain_scores_gemma":[0.9982041,0.0004722301,0.0003019206,0.0004894132,0.0004315733,0.0001007914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001029675,0.0001679659,0.1074617,0.0002962905,0.001332021,0.00004581303,0.8666147,0.0006734781,0.000002564288,0.006958477,0.01573164,0.0006123683],"study_design_scores_gemma":[0.001240118,0.0001587764,0.4649228,0.0001920894,0.0003996069,0.000002388002,0.4746375,0.0005449622,0.000008799807,0.00392158,0.05338292,0.0005884876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834697,0.003198681,0.00002850866,0.001619578,0.0006892873,0.0008740884,0.0007094844,0.00006147334,0.009349246],"genre_scores_gemma":[0.995912,0.0008532935,0.00003856554,0.001971898,0.0001294523,0.00008782281,0.0002057093,0.00001076219,0.000790522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919772,"threshold_uncertainty_score":0.9974047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}