{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"ca39b6671a02","filters":{"venue":"Journal of Applied Communications"}},"results":[{"id":"W2736689687","doi":"10.4148/1051-0834.1312","title":"Framing of Mad Cow Media Coverage","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Framing (construction); Outbreak; Bovine spongiform encephalopathy; Media coverage; Advertising; Geography; Disease; Socioeconomics; Business; Medicine; Sociology; Media studies","authors":[{"name":"Amanda M. Ruth","is_ca":false},{"name":"Emily E. Eubanks","is_ca":false},{"name":"Ricky Telg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04204423227344904,"gpt":0.2614468782184738,"spread":0.2194026459450248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005770491,0.0003404188,0.0001828941,0.004290525,0.002394351,0.003977605,0.0004418538,0.000517508,0.002785406],"category_scores_gemma":[0.03204969,0.0002127749,0.0002809629,0.002878544,0.001834837,0.001178745,0.001488493,0.000872802,0.0001260784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009293859,"about_ca_system_score_gemma":0.003325948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2431405,"about_ca_topic_score_gemma":0.230467,"domain_scores_codex":[0.9953853,0.002029574,0.0001623615,0.0002618854,0.00164212,0.0005187478],"domain_scores_gemma":[0.9645605,0.01972876,0.00710952,0.001014923,0.006571059,0.001015353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008569267,0.0001292604,0.5068153,0.0008412427,0.0002409648,0.001252808,0.341861,0.0006723959,0.004492932,0.02056296,0.01327704,0.1089973],"study_design_scores_gemma":[0.00004007659,0.0001664185,0.6901362,0.001038606,0.0003586677,0.0003873091,0.2184501,0.001727829,0.002973608,0.003137341,0.08146019,0.0001236601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196421,0.001310952,0.0009278528,0.004447586,0.0002395942,0.0001231367,0.0008826571,0.00001761879,0.07240853],"genre_scores_gemma":[0.9968961,0.000501789,0.000338895,0.0003823698,0.000121619,0.00002721175,0.000198261,0.00000620322,0.0015276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431405,"threshold_uncertainty_score":0.4834506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774126965","doi":"10.4148/1051-0834.2152","title":"A Brief History of ACE","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Constitution; Agriculture; Library science; Land grant; Political science; Agricultural education; Management; Public administration; Law; History; Archaeology; Economics","authors":[{"name":"William E. Carnahan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06071804810651848,"gpt":0.2485789279679336,"spread":0.1878608798614151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004854843,0.0008071955,0.0008598468,0.006397068,0.004541104,0.01397703,0.002569724,0.002417933,0.3232568],"category_scores_gemma":[0.01937002,0.0005038103,0.0006790831,0.01284301,0.001313457,0.009439994,0.003725142,0.004491904,0.2487509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138973,"about_ca_system_score_gemma":0.009279992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003722,"about_ca_topic_score_gemma":0.01230342,"domain_scores_codex":[0.9942039,0.0008052493,0.0004069063,0.0005628687,0.003358157,0.0006630613],"domain_scores_gemma":[0.9877987,0.002239454,0.0003625508,0.00129621,0.00633617,0.001966924],"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":[0.00002734652,0.00004718728,0.0002105062,0.0001661834,0.00000209062,0.0000766243,0.0001432509,0.00006055645,0.0001046167,0.01402939,0.9033029,0.08182935],"study_design_scores_gemma":[6.506343e-7,0.000002406488,0.0001202356,0.00004722739,4.324164e-7,0.00004071244,0.00004225071,0.00001588611,0.00003216003,0.000598245,0.9990959,0.000003772033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000654241,0.01327002,0.004998763,0.01635891,0.01325948,0.0002443195,0.006084054,0.00304324,0.9420869],"genre_scores_gemma":[0.007901883,0.02307031,0.005482191,0.01629364,0.006589988,0.0003795114,0.009832383,0.002931267,0.9275188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3232568,"threshold_uncertainty_score":0.9652921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590052262","doi":"10.4148/1051-0834.1020","title":"Coming of Age: How JAC is Reflecting a National Research Agenda for Communications in Agriculture, Natural Resources, and Life Human Sciences","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Diverse Educational Innovations Studies","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":"De Veber","funders":"U.S. Department of Agriculture","keywords":"Agriculture; Negotiation; Natural resource; Public relations; Political science; Sociology; Geography; Social science","authors":[{"name":"Lulu Rodriguez","is_ca":true},{"name":"James F. Evans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4018824471433635,"gpt":0.4459440205339039,"spread":0.04406157339054045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.131942,0.0006380703,0.001274036,0.01472045,0.01948711,0.05231184,0.003123147,0.00872915,0.005710151],"category_scores_gemma":[0.2530173,0.0007380413,0.001081565,0.01484952,0.01627436,0.05134147,0.01733778,0.01373597,0.001368419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274442,"about_ca_system_score_gemma":0.04548874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083219,"about_ca_topic_score_gemma":0.008358793,"domain_scores_codex":[0.8858431,0.06794817,0.008784221,0.006693571,0.0242142,0.006516808],"domain_scores_gemma":[0.6104866,0.2243572,0.02918164,0.01338394,0.08054259,0.04204803],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002307889,0.0002247613,0.02708537,0.005861295,0.0002291976,0.001136108,0.41042,0.0002068674,0.002445898,0.1990862,0.1172826,0.2357908],"study_design_scores_gemma":[0.00001652736,0.0001565962,0.01176092,0.003539054,0.00008743515,0.0003750547,0.2762856,0.0001804375,0.0005257027,0.01962907,0.6873431,0.0001005323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09509898,0.05110883,0.00784543,0.7292313,0.02634448,0.0002872751,0.0004327663,0.0001959027,0.08945499],"genre_scores_gemma":[0.6957409,0.06042275,0.02094834,0.1860799,0.0213015,0.0006732052,0.0009296612,0.0005734385,0.01333037],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.868058,"threshold_uncertainty_score":0.6977842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620807122","doi":"10.4148/1051-0834.1076","title":"Improving Communication in Agbiotech Projects: Moving Toward a Trust-centered Paradigm","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Department of Agriculture, Forestry and Fisheries; University of Toronto; University Health Network; Bill and Melinda Gates Foundation","keywords":"Transparency (behavior); Agricultural biotechnology; Business; Paradigm shift; Agriculture; Public relations; Opinion leadership; Biotechnology; Public trust; Marketing; Political science; Biology","authors":[{"name":"Obidimma Ezezika","is_ca":false},{"name":"Justin Mabeya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05494494363566601,"gpt":0.2686820498174265,"spread":0.2137371061817605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09976537,0.001232315,0.0008596769,0.003479735,0.01161717,0.02283469,0.004445975,0.01421207,0.006143705],"category_scores_gemma":[0.1566018,0.001121027,0.00106544,0.002004914,0.01973739,0.03475135,0.02239415,0.01179516,0.001998662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005275,"about_ca_system_score_gemma":0.02246161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505164,"about_ca_topic_score_gemma":0.001992835,"domain_scores_codex":[0.8746146,0.09932575,0.003450434,0.00530038,0.01335671,0.003952096],"domain_scores_gemma":[0.6814145,0.2155653,0.03616486,0.01787589,0.02620093,0.02277858],"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":[0.0002300603,0.0006464971,0.01106397,0.001776109,0.0001468743,0.001538495,0.107835,0.003154186,0.003140592,0.6715776,0.02049031,0.1784002],"study_design_scores_gemma":[0.0001633241,0.0007058434,0.005295906,0.002160574,0.0001443688,0.001224212,0.04084994,0.01075512,0.003461601,0.7423848,0.1925974,0.0002568975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07469464,0.002924536,0.3829669,0.3990504,0.00173799,0.001034928,0.00007735828,0.0005314068,0.1369818],"genre_scores_gemma":[0.9118577,0.002129892,0.05775722,0.01658978,0.001260377,0.0009798035,0.00005941917,0.0001575986,0.009208289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09976537,"threshold_uncertainty_score":0.527616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W27355366","doi":"10.4148/1051-0834.1281","title":"Bridging Borders: Organizing Short-Term Agricultural Communication Exchange Programs","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Bridging (networking); Study abroad; Library science; Cultural exchange; Graduate students; Agricultural experiment station; Political science; Geography; Sociology; Medical education; Pedagogy; Computer science; Medicine; Archaeology","authors":[{"name":"Emily Rhoades","is_ca":false},{"name":"Roslynn Brain","is_ca":false},{"name":"Ricky Telg","is_ca":false},{"name":"Tracy Irani","is_ca":false},{"name":"Owen J. Roberts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04896360364936065,"gpt":0.2718747670106111,"spread":0.2229111633612505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02058483,0.0006684019,0.0003154643,0.002012365,0.01324532,0.00564013,0.004619511,0.002100201,0.01019529],"category_scores_gemma":[0.01999328,0.0006350166,0.0004038685,0.001422633,0.002203656,0.005328436,0.009618228,0.002973327,0.00208366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004661486,"about_ca_system_score_gemma":0.02141467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519657,"about_ca_topic_score_gemma":0.0101649,"domain_scores_codex":[0.9900153,0.005706921,0.0003159124,0.0008346938,0.0008885571,0.002238496],"domain_scores_gemma":[0.9595539,0.008022171,0.00302385,0.002297846,0.003924006,0.02317836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009532895,0.00922761,0.02700713,0.0007506212,0.0000443656,0.001923572,0.1164899,0.003623982,0.01443545,0.01443692,0.04035836,0.7707487],"study_design_scores_gemma":[0.0005531501,0.00561686,0.04962069,0.0004289808,0.0000495421,0.0006743714,0.5133835,0.004884548,0.008377531,0.01233694,0.4038908,0.0001831395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7879285,0.0007940707,0.1033507,0.009800289,0.0008471658,0.01664782,0.0001856083,0.001515076,0.07893079],"genre_scores_gemma":[0.8635324,0.0005251479,0.09512945,0.001068933,0.0004089248,0.008340824,0.0006098764,0.0002161786,0.03016836],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02058483,"threshold_uncertainty_score":0.1088643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406290416","doi":"10.4148/1051-0834.2566","title":"Are We Global Yet? Progress on Expanding the Agricultural Communications Academic Discipline Internationally","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Communications","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Agriculture; Discipline; Political science; Regional science; Business; Sociology; Ecology; Biology","authors":[{"name":"Jefferson D. Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0966236564698672,"gpt":0.3711539312122578,"spread":0.2745302747423906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03237071,0.000650327,0.001008252,0.002471918,0.01434916,0.02564086,0.00268243,0.01570529,0.01305994],"category_scores_gemma":[0.0334748,0.0003540809,0.001029492,0.00344735,0.02045709,0.03545796,0.009597574,0.02613118,0.00258964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01084109,"about_ca_system_score_gemma":0.04368347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114998,"about_ca_topic_score_gemma":0.02566225,"domain_scores_codex":[0.9776632,0.01268797,0.0007616992,0.001556747,0.003787734,0.003542617],"domain_scores_gemma":[0.9169026,0.05040182,0.003576843,0.002368546,0.01360086,0.01314934],"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":[0.00005147654,0.00008739218,0.001234727,0.001044995,0.00001826859,0.0007354631,0.06960631,0.0002082117,0.0006825575,0.3377938,0.4742278,0.1143091],"study_design_scores_gemma":[0.000005742987,0.00002764387,0.0005815715,0.001302543,0.000009053609,0.0001450373,0.05428794,0.00006555979,0.0001164564,0.01853797,0.9248987,0.00002173109],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001784336,0.01396597,0.000757186,0.950145,0.01171036,0.000006757487,0.000008089311,0.00003633851,0.02158593],"genre_scores_gemma":[0.1255969,0.05977252,0.003704752,0.7401845,0.04334752,0.00006534534,0.00005781464,0.0002321838,0.02703844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9856508,"threshold_uncertainty_score":0.1711947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}