{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"f10eb2cc08a6","filters":{"venue":"Scientific Journal of Applied Social and Clinical Science"}},"results":[{"id":"W4390428145","doi":"10.22533/at.ed.216412402014","title":"ALTERNATIVE AGRICULTURAL INSURANCE MODEL FOR CANOLA PRODUCERS (Brassica napus) OF LOW INCOME","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Canola; Brassica; Agriculture; Business; Crop insurance; Agricultural economics; Agricultural science; Agronomy; Economics; Environmental science; Biology","authors":[{"name":"Adriana Miranda-Medina","is_ca":false},{"name":"Rogel Fernando Retes Mantilla","is_ca":false},{"name":"Luis Alfonso Bonilla-Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0523368767592995,"gpt":0.3180759330227181,"spread":0.2657390562634186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006510451,0.0006371927,0.0004811684,0.0004627815,0.0003802255,0.001181312,0.001367365,0.001144557,0.005711689],"category_scores_gemma":[0.001314174,0.0002629802,0.0007915224,0.00028748,0.0004452543,0.0007659661,0.000905802,0.001094723,0.0003371768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145066,"about_ca_system_score_gemma":0.0012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615342,"about_ca_topic_score_gemma":0.01067348,"domain_scores_codex":[0.9996957,0.00008736696,0.000009350209,0.00006929088,0.00005272921,0.00008577294],"domain_scores_gemma":[0.9995685,0.000203896,0.00008592888,0.00001373003,0.00007687769,0.00005112189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001198802,0.0001112152,0.00437063,0.00005868721,0.0000515689,0.0004011411,0.000132739,0.9536166,0.001470839,0.02965057,0.001038356,0.008977706],"study_design_scores_gemma":[0.000009073206,0.00003186209,0.0006003003,0.000004684288,0.00001244739,0.00002737633,0.00004008581,0.9951451,0.00007426769,0.003549426,0.0005002409,0.000005162564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5283095,0.0009475426,0.4255696,0.002498398,0.0001614944,0.0001797889,0.00124451,0.0003880279,0.04070114],"genre_scores_gemma":[0.976679,0.0002094303,0.007972826,0.00006119674,0.0000339289,0.0000886345,0.0002489401,0.0000227812,0.01468332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615342,"threshold_uncertainty_score":0.0321188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388267221","doi":"10.22533/at.ed.2163282313103","title":"CHALLENGES OF LABORATORY PRODUCTION IN JOURNALISM IN YEAR I OF THE COVID-19 PANDEMIC. REPORT AND EXPERIMENTS","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Journalism; Production (economics); Political science; Virology; Medicine; Outbreak; Economics; Law; Infectious disease (medical specialty); Pathology","authors":[{"name":"Marcelo Luciano Martins Di Renzo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6257724073759515,"gpt":0.5499980912311389,"spread":0.07577431614481267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01843589,0.0005360776,0.0004599041,0.0007389361,0.007299259,0.006352704,0.002695214,0.003013326,0.007742081],"category_scores_gemma":[0.03053163,0.0006598957,0.0008344591,0.0006496041,0.004837199,0.003621546,0.006967477,0.003319825,0.001224293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003967298,"about_ca_system_score_gemma":0.007125516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006208611,"about_ca_topic_score_gemma":0.007761443,"domain_scores_codex":[0.9858138,0.00876565,0.0004377888,0.0009055159,0.001804545,0.00227276],"domain_scores_gemma":[0.9586923,0.02314499,0.003611883,0.002609777,0.003372154,0.008568945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01200372,0.07360087,0.2600622,0.002267577,0.0002707756,0.007169942,0.2541122,0.002925979,0.0622927,0.02480197,0.02842885,0.2720631],"study_design_scores_gemma":[0.001795126,0.05514158,0.3011774,0.0008268625,0.0002167465,0.001809267,0.4739704,0.003291263,0.03768617,0.0109162,0.1126911,0.0004778579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842913,0.0002735115,0.0008798504,0.003280847,0.0002323918,0.0008432483,0.0001992193,0.00007419354,0.009925448],"genre_scores_gemma":[0.9904997,0.0002893647,0.002683967,0.0009021052,0.000116892,0.000921824,0.000184615,0.00002784427,0.004373833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843589,"threshold_uncertainty_score":0.09749943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395082658","doi":"10.22533/at.ed.216482423043","title":"Study of the economic viability of automating agricultural machinery for an autonomous pilot system in the province of Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Regional science; Agricultural economics; Business; Geography; Economic growth; Economics; Archaeology","authors":[{"name":"Adjaimes Torres da Silva","is_ca":false},{"name":"Miklos Maximiliano Bajay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03648578035987969,"gpt":0.3071181136692285,"spread":0.2706323333093488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884146,0.0004637336,0.0002915276,0.001105435,0.001385192,0.001508699,0.0007774816,0.0003661514,0.00161353],"category_scores_gemma":[0.001806138,0.0001922616,0.0005169967,0.001226023,0.0005951895,0.0003763018,0.0003456644,0.0003506702,0.00008799426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03646033,"about_ca_system_score_gemma":0.0225735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876367,"about_ca_topic_score_gemma":0.9892876,"domain_scores_codex":[0.9992031,0.0001092152,0.00001932311,0.0000786145,0.0003300045,0.0002597711],"domain_scores_gemma":[0.9984313,0.0003362171,0.0001048022,0.00004989569,0.0009422637,0.000135397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001357551,0.0007180415,0.4198073,0.0005124068,0.0004988281,0.004025707,0.0008247077,0.454026,0.02812383,0.008752055,0.004898967,0.07645471],"study_design_scores_gemma":[0.00009590106,0.0007576381,0.596085,0.0001011297,0.0002354557,0.0003529248,0.005119953,0.375032,0.00851403,0.0006119605,0.01292872,0.0001653311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914885,0.0002142123,0.001033583,0.0001301059,0.000005353585,0.00008282741,0.0006956058,0.00002061415,0.006329375],"genre_scores_gemma":[0.99705,0.0001053936,0.000660619,0.000009990872,9.921298e-7,0.00001268961,0.0002911952,0.000004785009,0.001864261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03646033,"threshold_uncertainty_score":0.2645395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381736679","doi":"10.22533/at.ed.2163142316061","title":"Belone Brothers: Small Export Type Company","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Business; Industrial organization","authors":[{"name":"Teodoro Malta Campos","is_ca":true},{"name":"Edmilson Lima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04819788711978771,"gpt":0.3047886482491608,"spread":0.2565907611293731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000263268,0.0004103582,0.0001965191,0.0005698351,0.006026403,0.00192775,0.0005394814,0.001730594,0.01579754],"category_scores_gemma":[0.001243884,0.000236952,0.0001703074,0.0005438075,0.001568762,0.001672977,0.001613875,0.002340322,0.001735541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586545,"about_ca_system_score_gemma":0.00172417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527642,"about_ca_topic_score_gemma":0.06678304,"domain_scores_codex":[0.9996424,0.00005887745,0.00001142424,0.00005703573,0.00008452075,0.000145782],"domain_scores_gemma":[0.9993644,0.0000762272,0.00006236458,0.00001570749,0.00003443535,0.000446915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002067375,0.0007333421,0.07797801,0.0002822628,0.0000192491,0.5265035,0.1804644,0.0007241745,0.003826783,0.07571339,0.06553116,0.06801695],"study_design_scores_gemma":[0.0000405651,0.0002822004,0.0289368,0.0006280835,0.00002171736,0.3934705,0.1463452,0.001184892,0.001514348,0.004871545,0.4226394,0.00006476049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345065,0.002211549,0.002361838,0.01933357,0.0006259964,0.00006983554,0.0001299043,0.0001163969,0.1406445],"genre_scores_gemma":[0.9414297,0.0007038838,0.0004929667,0.001708447,0.00008423258,0.00001706433,0.00005064837,0.00002884192,0.0554841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527642,"threshold_uncertainty_score":0.05284798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386698538","doi":"10.22533/at.ed.2163242312093","title":"UNCOVERING THE INVISIBLE FLOWS OF SOCIALIZATION IN KM IN BRAZIL: Eduroam as one of the mapping sources","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Socialization; Sociology; Geography; Economic geography; Social science","authors":[{"name":"Hélder Vitorino","is_ca":false},{"name":"Luciano F. da Rocha","is_ca":false},{"name":"Wescley Patrick Soares da Silva","is_ca":false},{"name":"J.C. Faustino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06232776347247586,"gpt":0.3259629179373413,"spread":0.2636351544648655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002323696,0.0001646473,0.0003026786,0.003835545,0.002082095,0.002602075,0.0004916553,0.0004511416,0.001221512],"category_scores_gemma":[0.009071216,0.0001983971,0.0001756779,0.005517276,0.002029497,0.002992968,0.003000633,0.0003862753,0.0001012609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159591,"about_ca_system_score_gemma":0.003376566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05201947,"about_ca_topic_score_gemma":0.09106266,"domain_scores_codex":[0.9985548,0.0006301869,0.000126366,0.0002002645,0.0003156774,0.0001726381],"domain_scores_gemma":[0.9956126,0.002388866,0.000927199,0.0003355688,0.0005104334,0.000225286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006531293,0.0000548334,0.2490983,0.0004652064,0.00003345023,0.001454331,0.6218757,0.0003320789,0.002077424,0.02137044,0.001617052,0.101556],"study_design_scores_gemma":[0.00000545675,0.00005775149,0.3148842,0.0008131701,0.00004432139,0.0009087818,0.61273,0.002311219,0.0009305272,0.004249278,0.06302283,0.00004243252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841889,0.0007307347,0.00130192,0.001093912,0.0000125386,0.00005903153,0.0003161673,0.00001748945,0.01227927],"genre_scores_gemma":[0.998151,0.0003594842,0.0007043298,0.00003020406,0.000004454703,0.00002223203,0.00009260925,0.000005335931,0.000630339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05201947,"threshold_uncertainty_score":0.1034334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383822622","doi":"10.22533/at.ed.2163152304075","title":"Impacts of the Covid-19 Pandemic on the Efficiency of Brazilian Domestic Air Transportation","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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 Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Environmental science; Business; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Chenyu Guo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094343801726892,"gpt":0.3633618472929181,"spread":0.253927467120229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447367,0.0004109731,0.0003828238,0.001207687,0.0003581164,0.002063971,0.0003204311,0.0004242708,0.001598661],"category_scores_gemma":[0.00786263,0.0001410286,0.0006095928,0.001929995,0.0007154619,0.0009828503,0.001038511,0.000414314,0.0001801329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296546,"about_ca_system_score_gemma":0.001889192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04415954,"about_ca_topic_score_gemma":0.0292528,"domain_scores_codex":[0.9984632,0.0006125206,0.00007815903,0.0001294248,0.0003846869,0.0003320519],"domain_scores_gemma":[0.9967819,0.001392708,0.0005712777,0.0002548529,0.0008935251,0.0001055723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003591412,0.0003065217,0.6925895,0.0006372913,0.0004804865,0.001472438,0.002399717,0.1178695,0.009235253,0.05207719,0.003374029,0.119199],"study_design_scores_gemma":[0.00001954583,0.0003430959,0.8517517,0.0003778473,0.0002113391,0.0004219284,0.007874801,0.09610937,0.005512591,0.01214517,0.0251565,0.00007608935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739904,0.001187446,0.004490001,0.001325353,0.00002110097,0.00005249134,0.0008139472,0.0000282877,0.01809099],"genre_scores_gemma":[0.9986021,0.0003641227,0.0004943674,0.00002290959,0.000004057248,0.00000743442,0.0001411263,0.00000723716,0.0003567741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04415954,"threshold_uncertainty_score":0.08780497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392243892","doi":"10.22533/at.ed.216452426021","title":"SALE OF EXTRA VIRGIN OLIVE OIL IN THE WORLD","year":2024,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Olive oil; Agriculture; Per capita; European union; Agricultural economics; Commercialization; Hectare; China; Business; Consumption (sociology); Geography; Agricultural science; Economy; International trade; Economics","authors":[{"name":"Thaissa Penteado Rocha","is_ca":false},{"name":"Ana Júlia Teixeira Senna Sarmento Barata","is_ca":false},{"name":"Ricardo Ribeiro Alves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05711605326679836,"gpt":0.3242020565444524,"spread":0.2670860032776541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960774,0.0001461848,0.0001132366,0.0009627417,0.0002925812,0.001150431,0.0001858571,0.0003258783,0.007340196],"category_scores_gemma":[0.0006841052,0.00008799266,0.0002117828,0.001291169,0.0002054593,0.0005179183,0.0004135254,0.0002005034,0.0009868273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109858,"about_ca_system_score_gemma":0.0005658916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832435,"about_ca_topic_score_gemma":0.03325619,"domain_scores_codex":[0.999814,0.00002918601,0.00001266148,0.00003373344,0.00007643602,0.00003409665],"domain_scores_gemma":[0.9996908,0.000045617,0.0001392183,0.00001214132,0.00006452069,0.00004787889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002837775,0.0002053269,0.5528708,0.001310173,0.0001169247,0.008933905,0.008974055,0.000218091,0.01732207,0.007459667,0.01510117,0.387204],"study_design_scores_gemma":[0.00001392342,0.0001167684,0.7572909,0.0009909767,0.00007983358,0.00613641,0.01112084,0.0003683358,0.001840992,0.001064344,0.2209411,0.00003575565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935506,0.01643786,0.000389994,0.002636189,0.0001041789,0.00005720784,0.004268751,0.00005062479,0.08250455],"genre_scores_gemma":[0.9792398,0.007558871,0.0004792362,0.0003943933,0.0000323948,0.00001150842,0.0009396448,0.00001629024,0.01132779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832435,"threshold_uncertainty_score":0.03643537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}