{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dcc60fc53279","filters":{"venue":"International Journal of Agricultural Sustainability"}},"results":[{"id":"W2012097895","doi":"10.3763/ijas.2009.0356","title":"Comparing the environmental impacts of pasture-based and confinement-based dairy systems in Nova Scotia (Canada) using life cycle assessment","year":2009,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nova Scotia Department of Agriculture; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle assessment; Nova scotia; Pasture; Environmental science; Grazing; Environmental impact assessment; Ecotoxicity; Environmental protection; Geography; Forestry; Agronomy; Ecology; Biology","authors":[{"name":"Nicole Arsenault","is_ca":true},{"name":"Peter Tyedmers","is_ca":true},{"name":"Alan H. Fredeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008029093250685794,"gpt":0.2453295302320447,"spread":0.2373004369813589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007150693,0.0002410832,0.0003527198,0.00004879282,0.00009006065,0.0000741008,0.000459959,0.00007189418,0.0001190368],"category_scores_gemma":[0.0001642389,0.0001362708,0.0001235804,0.0001678969,0.0002970102,0.0003804674,0.0001175794,0.0003417346,4.730209e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005098886,"about_ca_system_score_gemma":0.0002963363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07834028,"about_ca_topic_score_gemma":0.01601991,"domain_scores_codex":[0.997359,0.0002183452,0.0007910523,0.0002346439,0.001075888,0.0003210649],"domain_scores_gemma":[0.9988189,0.0001412216,0.0006036796,0.000153976,0.0000822806,0.0001998812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113003,0.0003132813,0.6235306,0.00002068598,0.00003841918,0.00002235382,0.0001500832,0.3718717,0.003494219,0.00002408202,0.0001336861,0.0002879363],"study_design_scores_gemma":[0.00107325,0.0002058057,0.9871721,0.00004535525,0.00003273885,0.0000421536,0.004995111,0.005735507,0.0003858953,0.00006881492,0.00007520938,0.0001680732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952099,0.0001339912,0.0002227252,0.003707977,0.0001859904,0.0004345612,0.00001296719,0.00000435866,0.0000875823],"genre_scores_gemma":[0.9994529,0.000003446986,0.0001797726,0.000274584,0.00006848328,0.000001439713,0.00001064917,0.000004634684,0.000004037233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661362,"threshold_uncertainty_score":0.9987203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974062479","doi":"10.1080/14735903.2012.649588","title":"Farmland conversion to non-agricultural uses in the US and Canada: current impacts and concerns for the future","year":2012,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urban sprawl; Agriculture; Business; Productivity; Natural resource economics; Population; Agricultural productivity; Ecosystem services; Legislation; Agricultural economics; Land use; Production (economics); Sustainability; Agricultural land; Environmental resource management; Environmental planning; Geography; Ecosystem; Economics; Economic growth; Ecology","authors":[{"name":"Charles Francis","is_ca":false},{"name":"Twyla E. Hansen","is_ca":false},{"name":"Allison A. Fox","is_ca":false},{"name":"Paula J. Hesje","is_ca":false},{"name":"Hana E. Nelson","is_ca":false},{"name":"Andrea Lawseth","is_ca":false},{"name":"Alexandra English","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01015004390195342,"gpt":0.2533433576315769,"spread":0.2431933137296235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004972126,0.0001145694,0.0001182305,0.00001075681,0.0001568156,0.0001105563,0.0002866929,0.00003118666,0.00001091566],"category_scores_gemma":[0.0001263386,0.00002708409,0.00005691753,0.0001101778,0.00005128803,0.000254412,0.00009297336,0.0001410054,1.455278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525864,"about_ca_system_score_gemma":0.00002958852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02307187,"about_ca_topic_score_gemma":0.09018552,"domain_scores_codex":[0.9990548,0.00006742686,0.0002353433,0.0001197585,0.0003145686,0.0002081133],"domain_scores_gemma":[0.9989338,0.0001903839,0.0001460735,0.00003002472,0.0005910121,0.0001087289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006612462,0.0005566319,0.717315,0.0001279582,0.0002719697,0.00001089263,0.005004147,0.000253922,0.007895513,0.002989013,0.1015272,0.1633866],"study_design_scores_gemma":[0.0001833242,0.00008264851,0.8422898,0.000009875251,0.00001530823,0.00004874994,0.01335719,0.000001642383,0.0001390234,0.00002801266,0.1437752,0.00006921682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302863,0.001203747,0.000004029938,0.06712214,0.000991419,0.0003625871,0.00001688923,0.000002738681,0.00001014032],"genre_scores_gemma":[0.9974018,0.0003255414,0.00001128866,0.0005422776,0.001661881,0.00001198856,0.00000934503,4.089819e-7,0.00003551432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633174,"threshold_uncertainty_score":0.9834335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016625046","doi":"10.1080/14735903.2020.1750796","title":"Going digital in agriculture: how radio and SMS can scale-up smallholder participation in legume-based sustainable agricultural intensification practices and technologies in Tanzania","year":2020,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":77,"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; Direktion für Entwicklung und Zusammenarbeit; Ministry of Agriculture of the People's Republic of China","keywords":"Tanzania; Agriculture; Business; Sustainable agriculture; Scale (ratio); Agricultural economics; Agricultural science; Agroforestry; Environmental planning; Geography; Economics; Environmental science","authors":[{"name":"Silvia Silvestri","is_ca":false},{"name":"Richard Musebe","is_ca":false},{"name":"Edward Baars","is_ca":false},{"name":"Ganatra Dharmesh","is_ca":false},{"name":"D.L. Romney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0214511945608072,"gpt":0.264741001583547,"spread":0.2432898070227398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006429141,0.0003040045,0.0004226718,0.00009365052,0.0001109372,0.0006133447,0.0004280662,0.0002151008,0.00001027584],"category_scores_gemma":[0.003495971,0.0001197117,0.00008759181,0.001421637,0.000153436,0.002920704,0.0001770776,0.0006416584,6.04518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000548101,"about_ca_system_score_gemma":0.00005582405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005432786,"about_ca_topic_score_gemma":0.002155997,"domain_scores_codex":[0.9975842,0.0002028988,0.0008345655,0.000464969,0.0004851906,0.0004281273],"domain_scores_gemma":[0.9964014,0.0005136656,0.00113112,0.00005044743,0.001778946,0.0001244476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005105,0.0005173001,0.921259,0.0001113397,0.00005464491,0.0001484134,0.003000064,0.0005533738,0.04925958,0.0009667453,0.0005329625,0.02308603],"study_design_scores_gemma":[0.0007140091,0.0002622626,0.9273424,0.00007155225,0.00001566796,0.00008186154,0.06810055,0.0001147465,0.001387732,0.0003847054,0.001247657,0.0002769243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903384,0.0004190606,0.000006385154,0.1085555,0.00008999077,0.0004941518,0.00001302751,0.00003750539,0.00004597846],"genre_scores_gemma":[0.9992779,0.0001328369,0.0001040307,0.0001367,0.0001578156,0.00003355614,0.00007722939,0.000001887393,0.00007797493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089395,"threshold_uncertainty_score":0.5914497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116829636","doi":"10.3763/ijas.2009.0454","title":"Putting the culture back into agriculture: civic engagement, community and the celebration of local food","year":2010,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; University of Waterloo; University of Toronto","funders":"","keywords":"Agriculture; Urban agriculture; Food systems; Sustainable agriculture; Sustainable Agriculture Innovation Network; Sociology; Sustainability; Civic engagement; Business; Political science; Marketing; Geography; Food security; Ecology","authors":[{"name":"Jennifer Sumner","is_ca":true},{"name":"Heather Mair","is_ca":true},{"name":"Erin Nelson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007654277310976716,"gpt":0.2233142789891188,"spread":0.2156600016781421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003172128,0.0002812262,0.0003960357,0.00001903221,0.0007016834,0.000233201,0.001352946,0.0001912492,0.00008534374],"category_scores_gemma":[0.00140413,0.0000654127,0.0004041638,0.0004531037,0.0009354481,0.0005343576,0.0004011797,0.001594727,0.000001494219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201119,"about_ca_system_score_gemma":0.00005556368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137354,"about_ca_topic_score_gemma":0.004282514,"domain_scores_codex":[0.9966469,0.001173071,0.0008968894,0.0002224958,0.0007719933,0.0002886817],"domain_scores_gemma":[0.993627,0.001194905,0.0008787131,0.0001508373,0.004022392,0.0001261356],"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":[0.002013667,0.003351941,0.1222756,0.0004649569,0.002112054,0.00002737649,0.06757373,0.000524811,0.4263339,0.07152312,0.02908456,0.2747143],"study_design_scores_gemma":[0.001101195,0.0005629548,0.885638,0.00002697596,0.0001022978,0.0001942713,0.06521906,0.00001460992,0.004629078,0.02940848,0.01288095,0.0002221195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806036,0.0003070516,0.00006488866,0.01761863,0.0004512808,0.0005962269,0.00001602744,0.0000168252,0.0003255147],"genre_scores_gemma":[0.9986954,0.00004098607,0.0001524814,0.0002345136,0.0006971554,0.00001492343,0.00003251214,0.000001342959,0.0001306459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7633624,"threshold_uncertainty_score":0.6928383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094264687","doi":"10.3763/ijas.2009.0465","title":"Agriculture on the edge: strategies to abate urban encroachment onto agricultural lands by promoting viable human-scale agriculture as an integral element of urbanization","year":2010,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Centre for Disease Control; Kwantlen Polytechnic University; University of British Columbia","funders":"","keywords":"Agriculture; Urban agriculture; Urbanization; Population; Sustainability; Food systems; Food sovereignty; Food security; Scale (ratio); Business; Economic growth; Economics; Sociology; Geography","authors":[{"name":"Patrick M. Condon","is_ca":true},{"name":"Kent Mullinix","is_ca":true},{"name":"Arthur Fallick","is_ca":true},{"name":"Mike Harcourt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005086954102519375,"gpt":0.239412040018905,"spread":0.2343250859163856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743313,0.0006834415,0.0006947205,0.0000590263,0.0006054629,0.0006416869,0.001989973,0.0003876269,0.0003248942],"category_scores_gemma":[0.0007273022,0.0001967227,0.0005786447,0.0009804325,0.0001999309,0.00133376,0.0002753999,0.001259241,0.000008715462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551702,"about_ca_system_score_gemma":0.000114884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062849,"about_ca_topic_score_gemma":0.001746094,"domain_scores_codex":[0.9947447,0.0005605609,0.001524651,0.000728086,0.001707567,0.0007343916],"domain_scores_gemma":[0.9911435,0.0003298138,0.001184522,0.0002352696,0.006593712,0.0005131607],"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":[0.0002234057,0.001998609,0.02633651,0.00004118977,0.0002059552,0.00001343533,0.004212684,0.0002065147,0.901799,0.007467626,0.05563096,0.00186415],"study_design_scores_gemma":[0.0007201809,0.003145335,0.7915187,0.0001058593,0.0001310941,0.0001748405,0.06172061,0.000006533742,0.1067865,0.003172901,0.03164486,0.0008725257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818249,0.00008013485,0.0000149519,0.01467039,0.0006269346,0.001348251,0.0001219648,0.00007396383,0.001238471],"genre_scores_gemma":[0.9959908,0.00001016514,0.00008716024,0.0003448024,0.001697406,0.00007111213,0.0004290008,0.000004883962,0.001364699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7950125,"threshold_uncertainty_score":0.8022118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767648681","doi":"10.1080/14735903.2017.1399515","title":"Who you know and when you plough? Social capital and agricultural mechanization under the new green revolution in Ghana","year":2017,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Subsidy; Social capital; Government (linguistics); Focus group; Economic growth; Agriculture; Green Revolution; Business; Economics; Marketing; Market economy; Sociology; Geography; Social science","authors":[{"name":"Moses Mosonsieyiri Kansanga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01091337106118688,"gpt":0.2791017835503233,"spread":0.2681884124891364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925896,0.0001390477,0.0002059253,0.000044142,0.0009071925,0.0004445564,0.0005186918,0.0001526394,0.00002406703],"category_scores_gemma":[0.0006224937,0.00007944864,0.000104661,0.00009968946,0.0003923398,0.001212573,0.0001804968,0.0003002515,7.314086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668515,"about_ca_system_score_gemma":0.0001801566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008407777,"about_ca_topic_score_gemma":0.007527291,"domain_scores_codex":[0.9983791,0.0002205153,0.0003576353,0.0001825151,0.0006122676,0.0002480133],"domain_scores_gemma":[0.9978657,0.00009590002,0.000492159,0.00006866038,0.001352764,0.0001247823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004857843,0.0003389857,0.1000377,0.00005685424,0.0004580983,0.00004988893,0.5415615,0.00008493666,0.0003581318,0.247471,0.01347979,0.09561738],"study_design_scores_gemma":[0.0004263427,0.00004468307,0.8089484,0.00002488138,0.00002395193,0.00001743154,0.1360682,0.000006238544,0.00001048784,0.05371823,0.0005953702,0.0001158393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076483,0.0005644602,0.00005201344,0.09060496,0.0005132359,0.0002284135,0.000004121865,0.00001041633,0.000374128],"genre_scores_gemma":[0.9960681,0.000203372,0.00003941786,0.00007865368,0.002280583,0.000002903835,0.000004961331,0.000004117821,0.001317891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7089107,"threshold_uncertainty_score":0.9981954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076321116","doi":"10.1080/14735903.2014.997461","title":"Enhancing farmers’ capacity for botanical pesticide innovation through video-mediated learning in Bangladesh","year":2015,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Guelph","funders":"Rural Development Administration","keywords":"Business; Capacity building; Pesticide; Agricultural economics; Agricultural science; Agroforestry; Marketing; Natural resource economics; Economic growth; Economics; Environmental science; Agronomy","authors":[{"name":"Ataharul Chowdhury","is_ca":true},{"name":"Helen Hambly","is_ca":true},{"name":"Shirley Thompson","is_ca":true},{"name":"Michael Hauser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04309059408400732,"gpt":0.303371141339581,"spread":0.2602805472555736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569958,0.0001931729,0.000297047,0.00005000013,0.0001180365,0.00017137,0.0004316326,0.0001484854,0.00006388299],"category_scores_gemma":[0.006329488,0.00007187646,0.0001404478,0.001100396,0.00007041601,0.001435221,0.00007924195,0.000486421,0.000003275308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007887215,"about_ca_system_score_gemma":0.00009652015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597113,"about_ca_topic_score_gemma":0.0004530718,"domain_scores_codex":[0.9976034,0.0002040494,0.001041661,0.0002433605,0.0006037159,0.0003038802],"domain_scores_gemma":[0.9911712,0.0009902403,0.0008574535,0.00003454799,0.006854121,0.00009237249],"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":[0.002513082,0.002183873,0.3909834,0.0001055869,0.000538476,0.0001227805,0.00696275,0.004389889,0.4734219,0.01943266,0.008778332,0.0905673],"study_design_scores_gemma":[0.001131191,0.0008387867,0.9078076,0.00007163586,0.00003157731,0.0001769033,0.02015988,0.00005858855,0.004394031,0.008869965,0.05608241,0.0003773572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847121,0.00006090496,0.0004174227,0.01375689,0.000492359,0.0003297163,0.00001427573,0.00003105262,0.0001853052],"genre_scores_gemma":[0.9973187,0.00001298641,0.001412617,0.0002331854,0.000752607,0.00001918433,0.0001331903,0.000001325824,0.0001162163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5168243,"threshold_uncertainty_score":0.7577445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023845533","doi":"10.3763/ijas.2009.0339","title":"Understanding how participatory approaches foster innovation","year":2009,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"","keywords":"Citizen journalism; Knowledge management; Quality (philosophy); Livelihood; Business; Participatory action research; Process management; Participatory GIS; Adaptation (eye); Computer science; Management science; Engineering; Agriculture; Economics; Economic growth","authors":[{"name":"Boru Douthwaite","is_ca":false},{"name":"Nathalie Beaulieu","is_ca":true},{"name":"Mark Lundy","is_ca":false},{"name":"D. Peters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1613643422047393,"gpt":0.2833123318797933,"spread":0.1219479896750539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009420047,0.0001332156,0.0001725125,0.0003067527,0.0001308969,0.0002231264,0.0003907594,0.000106123,0.00001816584],"category_scores_gemma":[0.0007545326,0.00009102714,0.00008519017,0.0006984199,0.0001116104,0.001517104,0.00009646996,0.0002775824,0.000002553132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008854909,"about_ca_system_score_gemma":0.00006111305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002634876,"about_ca_topic_score_gemma":0.000001800688,"domain_scores_codex":[0.9987802,0.00002056892,0.0004326862,0.0001380034,0.0004343196,0.0001942144],"domain_scores_gemma":[0.9969273,0.0000270929,0.0005929983,0.00006917515,0.002375837,0.000007634597],"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":[0.0001005177,0.0002351645,0.02754053,0.00002743636,0.0001294575,0.00002448269,0.0005074578,0.0000731038,0.0003701082,0.9543603,0.005909503,0.01072191],"study_design_scores_gemma":[0.0005938224,0.00004276499,0.6015338,0.00002715124,0.00002769016,0.00002089664,0.01485553,0.00004823404,0.0005589652,0.3775784,0.004484847,0.0002278397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280069,0.00001754073,0.006546314,0.06073323,0.0006593421,0.0001749155,5.370386e-7,0.00004432282,0.003816876],"genre_scores_gemma":[0.997568,0.000001268441,0.0002961376,0.001127237,0.0009029101,0.00000401015,0.00001106737,0.000003753747,0.0000856888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5767819,"threshold_uncertainty_score":0.3711979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980067860","doi":"10.3763/ijas.2009.0452","title":"Agronomic considerations for urban agriculture in southern cities","year":2010,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Food security; Business; Agriculture; Environmental planning; Production (economics); Urban agriculture; Natural resource economics; Food processing; Psychological intervention; Agricultural economics; Environmental science; Environmental protection; Geography; Economics","authors":[{"name":"Nikita S. Eriksen‐Hamel","is_ca":false},{"name":"George Danso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009150533716787805,"gpt":0.2263629144531345,"spread":0.2172123807363467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007543741,0.000264775,0.0003796924,0.00004804889,0.0001649013,0.0002234062,0.0005865634,0.0002263348,0.0002576402],"category_scores_gemma":[0.001790795,0.00009092151,0.0004416757,0.0002491366,0.0001431951,0.0005204917,0.0000869316,0.0005651394,0.000003542014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298054,"about_ca_system_score_gemma":0.0001119253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004212397,"about_ca_topic_score_gemma":0.004646965,"domain_scores_codex":[0.9978773,0.0001148107,0.0008686975,0.0003202535,0.0004283529,0.0003905581],"domain_scores_gemma":[0.9948023,0.0008015956,0.0004599673,0.00007609431,0.003692753,0.0001672841],"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":[0.00069658,0.002067197,0.3586137,0.00008157693,0.0003621013,0.0001054308,0.008695794,0.0004637466,0.5498079,0.02110897,0.04436704,0.01362995],"study_design_scores_gemma":[0.0006858135,0.000248258,0.9421318,0.00001486096,0.00002921256,0.000164421,0.02058916,0.000005815907,0.001556051,0.02076856,0.01348232,0.000323718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860232,0.00008702745,0.00000928274,0.01202787,0.0008711048,0.0006148038,0.0001118276,0.00003064549,0.0002241693],"genre_scores_gemma":[0.997394,0.000005196779,0.0003165036,0.0001644972,0.001428381,0.00004104901,0.0000566771,0.000001563253,0.0005921704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5835181,"threshold_uncertainty_score":0.3707672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789923944","doi":"10.1080/14735903.2018.1440469","title":"Scaling and institutionalization within agricultural innovation systems: the case of cocoa farmer field schools in Cameroon","year":2018,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":29,"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; Ministry of Agriculture - Saskatchewan","keywords":"Institutionalisation; Context (archaeology); General partnership; Business; Stakeholder; Process (computing); Agriculture; Field (mathematics); Knowledge management; Industrial organization; Process management; Public relations; Political science; Computer science; Finance","authors":[{"name":"Sander Muilerman","is_ca":false},{"name":"Seerp Wigboldus","is_ca":false},{"name":"Cees Leeuwis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01737788520171036,"gpt":0.2914912911636588,"spread":0.2741134059619485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063294,0.0001606474,0.0002245857,0.00006524877,0.0002204775,0.0001928562,0.0003232239,0.0001137952,0.00004502484],"category_scores_gemma":[0.001673343,0.00004819713,0.00006964043,0.001210422,0.0001626989,0.001052336,0.00009660177,0.0003200922,0.00000104985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250548,"about_ca_system_score_gemma":0.00004998277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865081,"about_ca_topic_score_gemma":0.0008164677,"domain_scores_codex":[0.9980487,0.0002060194,0.001021835,0.000187022,0.0003709224,0.0001655332],"domain_scores_gemma":[0.9924244,0.0004594559,0.001044577,0.00004661241,0.005979992,0.00004495004],"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":[0.001535397,0.001553893,0.2761681,0.0002577267,0.0008689639,0.0004786595,0.009470958,0.00623966,0.2994072,0.2515042,0.007239719,0.1452754],"study_design_scores_gemma":[0.0004700361,0.0004998401,0.9288588,0.0001603425,0.00004075827,0.002946276,0.05783331,0.0001299546,0.004592691,0.00183027,0.002379428,0.0002582812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908343,0.0001809756,0.00004560962,0.007876145,0.0005352996,0.0003322999,0.00001429469,0.00001011865,0.000170987],"genre_scores_gemma":[0.9989799,0.00003179595,0.00008821679,0.000125184,0.0006809972,0.000009916741,0.00003242217,7.027614e-7,0.00005087362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6526907,"threshold_uncertainty_score":0.2819457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588827342","doi":"10.1080/14735903.2017.1288518","title":"Soil CO <sub>2</sub> emission and carbon budget of a wheat/maize annual double-cropped system in response to tillage and residue management in the North China Plain","year":2017,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Crop residue; Agronomy; Tillage; Conventional tillage; Crop; Multiple cropping; Growing season; Soil carbon; No-till farming; Environmental science; Soil water; Residue (chemistry); Cropping system; Biology; Sowing; Soil fertility; Agriculture; Soil science","authors":[{"name":"Lanfang Wu","is_ca":false},{"name":"Binbin Li","is_ca":false},{"name":"Yue Qin","is_ca":false},{"name":"E. G. Gregorich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006409280327415038,"gpt":0.2392970703492906,"spread":0.2328877900218756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453325,0.0001544662,0.0002549925,0.0000598572,0.0001200811,0.0001312975,0.0005394769,0.00007417986,9.299209e-7],"category_scores_gemma":[0.0002708951,0.0000547047,0.00007701584,0.0001480453,0.0001021223,0.000196178,0.0001971844,0.0002056414,1.187708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283017,"about_ca_system_score_gemma":0.00002440875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486441,"about_ca_topic_score_gemma":0.005252929,"domain_scores_codex":[0.9982992,0.0002782978,0.0004944546,0.0002156365,0.0005089758,0.0002034716],"domain_scores_gemma":[0.9988436,0.0001861501,0.0003464946,0.00008695965,0.0004329304,0.0001039327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008776323,0.0003119872,0.9147103,0.0001114823,0.00008351924,0.0005103201,0.004042575,0.0001929807,0.05631421,0.0002863061,0.0001080955,0.01455191],"study_design_scores_gemma":[0.0008755575,0.0002575039,0.987384,0.00008753229,0.00001141732,0.0001272408,0.00908778,0.00006207803,0.001837324,0.0001244404,0.00003552637,0.0001096249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943743,0.00006036595,2.241928e-7,0.004927748,0.00008938113,0.0003759348,0.00002778842,0.000005712833,0.0001385828],"genre_scores_gemma":[0.9997924,0.00004222904,0.000009621625,0.00003107742,0.00008718484,0.000008821426,0.000005853467,9.830703e-7,0.00002182284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07267368,"threshold_uncertainty_score":0.2931258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953457439","doi":"10.1080/14735903.2019.1633901","title":"Using agroecology to stimulate the greening of agriculture in China: a reflection on 15 years of teaching and curriculum development","year":2019,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agriculture, Land Use, Rural Development","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":true},"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Sveriges Lantbruksuniversitet; Dalhousie University; Fujian Agriculture and Forestry University; China Agricultural University; University of Minnesota","keywords":"Agroecology; Curriculum; Agriculture; China; Political science; Discipline; Agroecosystem; Engineering ethics; Sociology; Geography; Social science; Pedagogy; Engineering","authors":[{"name":"Songliang Wang","is_ca":true},{"name":"C. D. Caldwell","is_ca":true},{"name":"S. L. Kilyanek","is_ca":true},{"name":"Sean Smukler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01233640952476059,"gpt":0.2765979239515284,"spread":0.2642615144267678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008834298,0.0001852964,0.0003630462,0.00006285928,0.00008624567,0.00003730667,0.0004421145,0.0001109615,0.00002544341],"category_scores_gemma":[0.0003841069,0.00005854024,0.0001251921,0.0003712265,0.00004085367,0.0002291661,0.0001843684,0.0004254626,0.000001371803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993693,"about_ca_system_score_gemma":0.00004552755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005092341,"about_ca_topic_score_gemma":0.0003700684,"domain_scores_codex":[0.997919,0.000238261,0.0007777346,0.0002351228,0.0005915656,0.0002383037],"domain_scores_gemma":[0.9981528,0.000232006,0.0006092223,0.00004623255,0.0008745,0.00008525712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006943641,0.001006381,0.8012829,0.00009129061,0.0003418481,0.0000407733,0.007719594,0.02003297,0.08454893,0.002289775,0.0004879598,0.08146325],"study_design_scores_gemma":[0.000322413,0.0003618891,0.9917892,0.0001366293,0.00001243811,0.00007643938,0.00393416,0.00002474705,0.00184414,0.0007027817,0.0006504566,0.0001447018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980327,0.00005299951,0.000006643146,0.00107666,0.0003156609,0.0004342699,0.000005111972,0.000007245911,0.00006868768],"genre_scores_gemma":[0.999065,0.000008508808,0.0006387834,0.00006059386,0.0001351675,0.000004371146,0.000009564245,0.000001147752,0.00007683056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905063,"threshold_uncertainty_score":0.2387202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2728437730","doi":"10.1080/14735903.2017.1335570","title":"The effectiveness of a permaculture education project in Butula, Kenya","year":2017,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Quest University Canada","funders":"","keywords":"Autonomy; Agroecology; Certification; Competence (human resources); Agriculture; Psychology; Political science; Geography; Social psychology","authors":[{"name":"Kenneth Julian Hockin-Grant","is_ca":true},{"name":"Maï Yasué","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0119520905228435,"gpt":0.3360843258999963,"spread":0.3241322353771528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001830144,0.00009172743,0.000178699,0.00002374363,0.0006933339,0.0001686971,0.0008193456,0.00006679991,0.00001339393],"category_scores_gemma":[0.003277721,0.00004287292,0.0001598579,0.00006408535,0.0005690713,0.0005112921,0.0001160799,0.0001839995,7.080659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110588,"about_ca_system_score_gemma":0.0002638413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753212,"about_ca_topic_score_gemma":0.001679179,"domain_scores_codex":[0.9983802,0.0004996333,0.0003415501,0.000112027,0.0004995663,0.000167044],"domain_scores_gemma":[0.9977146,0.0003443802,0.0005391015,0.00009554787,0.001265663,0.0000407392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006401796,0.000916875,0.9419739,0.0000652156,0.0002172489,0.00001753378,0.009572599,0.00007740162,0.001917403,0.03043456,0.001418247,0.01274885],"study_design_scores_gemma":[0.0002556705,0.00006174936,0.944768,0.00004451914,0.00001029465,0.000007096427,0.04141599,2.033584e-7,0.0002123196,0.006021915,0.007139615,0.00006266683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892417,0.000307023,0.000001160094,0.004647055,0.0006441846,0.0003684241,0.000002998288,0.000003568052,0.004783919],"genre_scores_gemma":[0.9987358,0.0004346163,0.00002176874,0.00001477062,0.0002802426,0.00001915073,0.000002015378,0.000001558665,0.0004900377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03184339,"threshold_uncertainty_score":0.5332634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1505106772","doi":"10.1080/14735903.2006.9686009","title":"A spatial analysis of land-use change and agriculture in eastern Canada","year":2006,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Rural development and sustainability","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":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Agriculture; Geography; Sustainability; Livestock; Agricultural economics; Land use; Productivity; Demographics; Rural area; Business; Economic growth; Economics; Forestry; Ecology","authors":[{"name":"Delia Bucknell","is_ca":true},{"name":"Craig J. Pearson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023742014707631,"gpt":0.2135864052564088,"spread":0.2033489851093325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303455,0.0001637201,0.0003979899,0.00006975611,0.00004312968,0.00007139068,0.0003128889,0.0000813986,0.00003791855],"category_scores_gemma":[0.0002350692,0.00005769822,0.0001795703,0.0007069103,0.00006129364,0.0004588453,0.00009968876,0.0001609613,8.659818e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005897733,"about_ca_system_score_gemma":0.00008365899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6851195,"about_ca_topic_score_gemma":0.834654,"domain_scores_codex":[0.9981716,0.0001189465,0.0006952232,0.0002004595,0.0005884099,0.0002253511],"domain_scores_gemma":[0.9974101,0.0002186948,0.0004144481,0.00003776273,0.001837859,0.0000811332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008795363,0.0001324577,0.9912609,0.00001077887,0.0001386082,0.00003936396,0.0001255489,0.0001005156,0.001117463,0.0001065065,0.0002056238,0.006674246],"study_design_scores_gemma":[0.0002269174,0.00006402388,0.9967085,0.00001438686,0.00006816557,0.00001447789,0.001149671,0.00003293571,0.0002224121,0.0004309873,0.0009346749,0.000132913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949506,0.0001179713,0.000001964462,0.004478484,0.0001541959,0.0002067343,0.00004870131,0.000005483663,0.00003587667],"genre_scores_gemma":[0.9994695,0.00001979018,0.0000233423,0.00005225893,0.0002322033,0.000005637661,0.00008121258,5.117219e-7,0.0001155633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495344,"threshold_uncertainty_score":0.3169773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400324429","doi":"10.1080/14735903.2024.2371703","title":"Participatory value chain development. Insights from community-based enterprise in rural Thailand","year":2024,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","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":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Participatory development; Citizen journalism; Value chain; Sustainability; Stakeholder; Participatory action research; Value (mathematics); Community development; Value proposition; Participatory GIS; Supply chain; Knowledge management; Marketing; Process management; Public relations; Economic growth; Political science; Economics; Computer science","authors":[{"name":"Suneeporn Suwanmaneepong","is_ca":false},{"name":"Christopher Llones","is_ca":false},{"name":"Chanhathai Kerdsriserm","is_ca":false},{"name":"Jeeranan Khermkhan","is_ca":false},{"name":"Phatchara Eamkijkarn Sabaijai","is_ca":false},{"name":"Thanat Samanakupt","is_ca":false},{"name":"Phissanu Kaewtaphan","is_ca":false},{"name":"Prawach Chourwong","is_ca":false},{"name":"Panya Mankeb","is_ca":false},{"name":"Léo‐Paul Dana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01508644230127157,"gpt":0.2562480782619405,"spread":0.2411616359606689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007857247,0.0001546704,0.0001976894,0.0003182001,0.0001049187,0.0003752616,0.000430636,0.00006514417,0.0001130477],"category_scores_gemma":[0.0001847777,0.0001066238,0.0001051838,0.0002358838,0.00006718496,0.001086161,0.0001247005,0.0004311864,0.00003230618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102729,"about_ca_system_score_gemma":0.0002691857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485893,"about_ca_topic_score_gemma":0.0001497873,"domain_scores_codex":[0.998553,0.00007142315,0.0007309569,0.0001155939,0.0003589679,0.0001700879],"domain_scores_gemma":[0.9985955,0.0001333468,0.0002492847,0.00007892286,0.0009231705,0.00001972919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059953,0.002706371,0.7963483,0.001012268,0.001481023,0.0008374567,0.04079658,0.00981105,0.001988922,0.07923823,0.01602131,0.04869857],"study_design_scores_gemma":[0.0008865296,0.00001092695,0.9295219,0.0002249113,0.00001610132,0.000004356131,0.01225271,0.000817381,0.0002027974,0.00791849,0.047907,0.0002368704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934664,0.00006996054,0.0001768894,0.003990316,0.001424017,0.0001358045,0.000002083409,0.0000341246,0.0007004389],"genre_scores_gemma":[0.9978914,0.0000019281,0.0001367709,0.001205691,0.0005744946,0.00001083234,0.00007468608,0.000007457735,0.00009676055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331737,"threshold_uncertainty_score":0.4347993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413938834","doi":"10.1080/14735903.2025.2551423","title":"Unravelling agroecological transitions: a multidimensional study of the horticultural sector in Madrid","year":2025,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Organic Food and Agriculture","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":"Fractal Systems (Canada)","funders":"Universidad Autónoma de Madrid; Ministerio de Ciencia, Innovación y Universidades","keywords":"Agroecology; Business; Agroforestry; Geography; Agriculture; Environmental science; Archaeology","authors":[{"name":"Inés Gutiérrez-Briceño","is_ca":false},{"name":"Irene Pérez‐Ramírez","is_ca":false},{"name":"Carolina Yacamán Ochoa","is_ca":false},{"name":"Darío Lucantoni","is_ca":false},{"name":"Beatriz Vizuete","is_ca":false},{"name":"Violeta Hevia","is_ca":true},{"name":"José A. González","is_ca":false},{"name":"Gérald Schwarz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007709312462455964,"gpt":0.237332962322117,"spread":0.229623649859661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003971558,0.0001854408,0.0003279225,0.00003486709,0.0001213797,0.00004295162,0.0006905054,0.0001151784,0.000109849],"category_scores_gemma":[0.0004151432,0.0000493125,0.0002974808,0.0007359815,0.0000868222,0.0002244435,0.0001490484,0.000407993,6.40318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768131,"about_ca_system_score_gemma":0.00005908177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002037167,"about_ca_topic_score_gemma":0.001248044,"domain_scores_codex":[0.9978252,0.000276739,0.0008492035,0.0002283282,0.0005988705,0.0002216706],"domain_scores_gemma":[0.9975984,0.0002569688,0.0003788675,0.00005681023,0.00165036,0.00005864142],"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":[0.001060615,0.0118698,0.4101726,0.0000718619,0.0007430915,0.0001402051,0.005741245,0.005680415,0.5450099,0.002402919,0.003231497,0.01387594],"study_design_scores_gemma":[0.000704361,0.0003710353,0.9759939,0.00006819644,0.0000339039,0.00004383517,0.01856711,0.00001073287,0.003071708,0.0005270983,0.0004982835,0.0001098362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837428,0.00009833163,0.00000228649,0.01493639,0.0006210981,0.0005077045,0.0000165158,0.00001108887,0.00006378056],"genre_scores_gemma":[0.9995061,0.000009392309,0.00002550239,0.0001105663,0.0002077257,0.000008823206,0.000007265241,5.391933e-7,0.000124086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5658213,"threshold_uncertainty_score":0.2010906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413887004","doi":"10.1080/14735903.2025.2545042","title":"Step by step to higher yields? Adoption and impacts of a sequenced training approach for climate-smart coffee production in Uganda","year":2025,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"FP7 International Cooperation; Deutsche Gesellschaft für Internationale Zusammenarbeit; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung","keywords":"Production (economics); Training (meteorology); Climate change; Business; Natural resource economics; Crop production; Agroforestry; Agricultural economics; Agricultural engineering; Environmental resource management; Environmental economics; Environmental science; Economics; Geography; Agriculture; Engineering; Ecology; Microeconomics; Meteorology","authors":[{"name":"M Günther","is_ca":true},{"name":"Christine Bosch","is_ca":true},{"name":"Hanna Ewell","is_ca":false},{"name":"Raphael Nawrotzki","is_ca":false},{"name":"Edward Kato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365023737836545,"gpt":0.2606467054558474,"spread":0.246996468077482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008555725,0.00009630506,0.0001898466,0.0002050545,0.0000501963,0.0001037858,0.0001394416,0.00005186781,0.00001142428],"category_scores_gemma":[0.0003658974,0.00007033164,0.00005387927,0.0002305701,0.00003108935,0.0006861931,0.00005722215,0.00009974954,2.79141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890112,"about_ca_system_score_gemma":0.00007821945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133539,"about_ca_topic_score_gemma":0.00002179035,"domain_scores_codex":[0.9989886,0.00001284072,0.000539505,0.0001451087,0.0001723217,0.0001416283],"domain_scores_gemma":[0.9978194,0.00003306054,0.0003559159,0.00004124478,0.001738348,0.00001199136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003644016,0.001474134,0.7056719,0.002781569,0.0007871627,0.000009132633,0.005196797,0.00306599,0.01786279,0.1162553,0.06141416,0.08183702],"study_design_scores_gemma":[0.001273723,0.00003776433,0.9760221,0.0001102428,0.00002290787,0.000004601063,0.01268344,0.0001902612,0.0003525388,0.001292622,0.007854168,0.0001556782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989204,0.00001709099,0.001401371,0.007721047,0.0005885797,0.0004300469,0.000003782062,0.000007780515,0.0006263132],"genre_scores_gemma":[0.9976677,0.00000514176,0.0014784,0.0004154763,0.0002016588,0.00001846445,0.00002764302,0.000003045786,0.0001825076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703501,"threshold_uncertainty_score":0.2868041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247677083","doi":"10.1080/14735903.2007.9684815","title":"Book reviews","year":2007,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Medicine Hat College","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Business","authors":[{"name":"Joanne Millar","is_ca":false},{"name":"Howard Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009334401206113683,"gpt":0.3122865584020907,"spread":0.302952157195977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003628539,0.0002072539,0.0003632354,0.0001982507,0.00006278826,0.00009191758,0.0008813004,0.00008109353,0.0005663671],"category_scores_gemma":[0.002976041,0.000119344,0.0004765586,0.000310978,0.0001248965,0.001114082,0.0001162715,0.0004119588,0.0001572893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638674,"about_ca_system_score_gemma":0.0001450878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002981158,"about_ca_topic_score_gemma":0.00001808935,"domain_scores_codex":[0.9968859,0.000161546,0.001349681,0.0001868089,0.001054681,0.0003613753],"domain_scores_gemma":[0.9916314,0.0001927461,0.001092364,0.0001589047,0.006687444,0.0002371549],"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":[0.001560062,0.001371487,0.05453315,0.0001003083,0.000587261,0.0008210947,0.002154099,0.0003160578,0.0225177,0.004151793,0.8648046,0.04708234],"study_design_scores_gemma":[0.0004845825,0.00009429477,0.5016271,0.00003589168,0.00002505637,0.0006046582,0.0009363521,6.680938e-7,0.002004535,0.0009514119,0.4930951,0.0001403244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748321,0.01113166,0.001017441,0.007367698,0.00187822,0.0005632037,0.00001179935,0.00005633659,0.003141519],"genre_scores_gemma":[0.9949028,0.000215471,0.0005971065,0.0007888852,0.001473569,0.000002911824,0.000008825495,0.00001477076,0.001995584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4470939,"threshold_uncertainty_score":0.6900042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}