{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"bd18242ca282","filters":{"venue":"REVISTA IMAGO"}},"results":[{"id":"W4387646435","doi":"10.56908/imago.n2.271","title":"El mundo es uno","year":2022,"lang":"es","type":"article","venue":"REVISTA IMAGO","topic":"Social Sciences and Policies","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":"Université Laval","funders":"","keywords":"Philosophy","authors":[{"name":"Nicolás Uribe Stanko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02515602247282282,"gpt":0.3613647328588095,"spread":0.3362087103859867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001421832,0.0001862962,0.0003168789,0.00007499458,0.003348031,0.0007416176,0.0009501098,0.00005844218,0.004598564],"category_scores_gemma":[0.0002023506,0.0001868972,0.0002500671,0.001334705,0.0008112932,0.0002382197,0.0004224534,0.0003008898,0.0003390365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926711,"about_ca_system_score_gemma":0.0004099622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132277,"about_ca_topic_score_gemma":0.0001414699,"domain_scores_codex":[0.9969546,0.000658866,0.0003152292,0.0003635917,0.001024812,0.0006828549],"domain_scores_gemma":[0.9989656,0.0002478589,0.0002258123,0.0002934054,0.00006478599,0.0002026049],"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":[0.00001307311,0.0001273155,0.01242191,0.00004673698,0.0000279535,0.00001251052,0.02484561,0.00001284124,0.0001521891,0.8909007,0.04537359,0.02606561],"study_design_scores_gemma":[0.0001393986,0.00009317288,0.004194359,0.00001865654,0.00003456125,0.000002190839,0.01805598,0.00002535894,0.00000670324,0.001894578,0.9752763,0.0002587613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4958915,0.01190382,0.00001640506,0.03295288,0.002905108,0.000815577,0.0002582116,0.0002275506,0.4550289],"genre_scores_gemma":[0.9823675,0.002814675,0.0000445235,0.00131044,0.001218825,0.00004218042,0.000007558194,0.00001919069,0.01217516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9299027,"threshold_uncertainty_score":0.9979495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387646412","doi":"10.56908/imago.n5.295","title":"El sueño profundo de Google","year":2022,"lang":"es","type":"article","venue":"REVISTA IMAGO","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Revista Imago","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594737700163361,"gpt":0.3100834814370054,"spread":0.2941361044353718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027887,0.0001949227,0.0002397149,0.0001942562,0.0007106503,0.0004034989,0.001805188,0.00006807204,0.000663468],"category_scores_gemma":[0.000275519,0.0002330192,0.0001124077,0.0009165943,0.0001720467,0.0002556657,0.001311989,0.0009246335,0.0006246847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177939,"about_ca_system_score_gemma":0.0007934606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003656291,"about_ca_topic_score_gemma":2.514341e-7,"domain_scores_codex":[0.9977285,0.0003808218,0.0003286829,0.000582381,0.0004370188,0.0005426543],"domain_scores_gemma":[0.9983699,0.0002367915,0.0002466527,0.0009453205,0.00009953848,0.0001017744],"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":[0.000005790107,0.0002278488,0.04392835,0.0001387903,0.00003792338,0.00006216019,0.0008624255,0.0001490394,0.001655726,0.9064385,0.02364995,0.02284353],"study_design_scores_gemma":[0.0001825613,0.000146359,0.01279851,0.00006355717,0.00002429647,0.0003041384,0.0003110496,0.003428641,0.0002527808,0.004517794,0.9776537,0.0003166518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6922824,0.03584237,0.1017946,0.1339627,0.003785785,0.002122784,0.00008335032,0.003341485,0.02678456],"genre_scores_gemma":[0.9556143,0.0001768391,0.03638031,0.001431214,0.0003359519,0.0002322709,0.0000114103,0.00006580761,0.005751885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9540037,"threshold_uncertainty_score":0.9502246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387646394","doi":"10.56908/imago.n10.338","title":"Estética contingente de habitar la invasión","year":2022,"lang":"es","type":"article","venue":"REVISTA IMAGO","topic":"Latin American Urban Studies","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":"Continental (Canada)","funders":"","keywords":"Humanities; Cartography; Philosophy; Geography","authors":[{"name":"José Manuel Cuesta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303512225364594,"gpt":0.3059235113424469,"spread":0.292888389088801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001738502,0.0002334704,0.000478443,0.00007358183,0.001506101,0.000391889,0.0006064688,0.00004465799,0.001274466],"category_scores_gemma":[0.001120111,0.0002509405,0.0002198168,0.0007395862,0.001155007,0.0001225511,0.0007037068,0.0004505105,0.0001978825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944626,"about_ca_system_score_gemma":0.0005197477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305271,"about_ca_topic_score_gemma":0.00001959925,"domain_scores_codex":[0.9963564,0.001432722,0.0003814018,0.0004359813,0.0007096347,0.0006838863],"domain_scores_gemma":[0.9982284,0.0008131634,0.0003179483,0.0003703642,0.00009227993,0.0001778975],"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":[0.00008204122,0.0005314534,0.2965423,0.0003823434,0.0004470262,0.0002913914,0.02842511,0.00001472148,0.0009357244,0.3885035,0.2423911,0.04145319],"study_design_scores_gemma":[0.0002891909,0.0001014112,0.01006656,0.00006191099,0.0001237656,0.0000109343,0.008916335,0.00003148842,0.00001236594,0.0003142051,0.9797636,0.000308283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2767701,0.02189833,0.0001248395,0.02004845,0.0007551003,0.001171662,0.0002347314,0.0003804473,0.6786163],"genre_scores_gemma":[0.9883463,0.001792684,0.0009734558,0.001116873,0.0003565629,0.00008601856,0.000005677122,0.00004462917,0.007277756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7373725,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}