{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"88986e64be31","filters":{"venue":"Versión. Estudios de Comunicación y Política"}},"results":[{"id":"W1488509491","doi":"","title":"Emoción, argumentación y lógica informal","year":2010,"lang":"es","type":"article","venue":"Versión. Estudios de Comunicación y Política","topic":"Cultural and political discourse analysis","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":"York University","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Michael A. Gilbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475382900042726,"gpt":0.3242925948956514,"spread":0.3095387658952241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006283792,0.0008584265,0.0006152517,0.002995669,0.003792544,0.01192348,0.001097029,0.002520562,0.008337402],"category_scores_gemma":[0.0137275,0.0003142228,0.0007376566,0.002913371,0.02206027,0.009121723,0.005843109,0.003153194,0.0008960394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006617298,"about_ca_system_score_gemma":0.003305797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547146,"about_ca_topic_score_gemma":0.002800895,"domain_scores_codex":[0.9872383,0.009214866,0.0004478726,0.0008440072,0.001616182,0.0006386851],"domain_scores_gemma":[0.9895682,0.006779614,0.001155093,0.0009652467,0.001128811,0.0004030284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000419336,0.00002009749,0.001342842,0.0002005243,0.00001741394,0.0001755675,0.0251645,0.0003791261,0.0006246215,0.9606704,0.001139721,0.01022333],"study_design_scores_gemma":[0.00003224161,0.00007821286,0.004875266,0.0006748542,0.00005315388,0.0004000141,0.04230424,0.002784173,0.001607904,0.7599413,0.1872003,0.00004831147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2083795,0.007901219,0.2244858,0.02900252,0.0009511539,0.0002635519,0.0003726419,0.0003214257,0.5283222],"genre_scores_gemma":[0.9644378,0.001669428,0.01189056,0.0009902474,0.0002177142,0.000196617,0.0000948271,0.0000988509,0.02040388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01192348,"threshold_uncertainty_score":0.04801202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157458958","doi":"","title":"Arte, violencia y cultura pop en la sociedad contemporánea: una conversación con William Straw","year":2012,"lang":"es","type":"article","venue":"Versión. Estudios de Comunicación y Política","topic":"Public Spaces through Art","field":"Social 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":"Humanities; Art; Political science; Sociology","authors":[{"name":"Mauricio Andión Gamboa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01874608898263085,"gpt":0.3295347536701476,"spread":0.3107886646875167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004633325,0.0005328323,0.0006039111,0.001295833,0.01351131,0.008712295,0.0008302013,0.003691038,0.003557622],"category_scores_gemma":[0.004587684,0.0004646799,0.0002027914,0.002555548,0.01814081,0.007658398,0.003855708,0.00763333,0.0003717444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008215853,"about_ca_system_score_gemma":0.006125687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.130255,"about_ca_topic_score_gemma":0.239768,"domain_scores_codex":[0.9972262,0.002013623,0.00006360887,0.000202175,0.0002943753,0.0002000623],"domain_scores_gemma":[0.9941866,0.004412671,0.0002503631,0.0001203856,0.0005049324,0.0005250922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006209112,0.00007378961,0.004607185,0.0004108665,0.000015257,0.001375864,0.3598003,0.0003539058,0.0004183757,0.2287573,0.3321822,0.07194287],"study_design_scores_gemma":[0.000004450128,0.00002588979,0.003974261,0.0006948576,0.000006155547,0.000418928,0.1119526,0.0001604667,0.0002145462,0.01797104,0.8645343,0.00004253444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02997615,0.1636585,0.001213734,0.7581289,0.005328459,0.00002749985,0.00007107766,0.00002289286,0.04157275],"genre_scores_gemma":[0.490031,0.2902456,0.002235283,0.08419688,0.01086419,0.00008508208,0.00004864624,0.0001767393,0.1221166],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.130255,"threshold_uncertainty_score":0.2589937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136130752","doi":"","title":"Las NTIC y el movimiento contra la globalización","year":2002,"lang":"es","type":"article","venue":"Versión. Estudios de Comunicación y Política","topic":"Employment, Labor, and Gender Studies","field":"Social 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":"Political science; The Internet; Convergence (economics); Humanities; Economy; International trade; Business; Economics; Economic growth; Art; Computer science; World Wide Web","authors":[{"name":"Guiomar Rovira Sancho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03275835303640343,"gpt":0.329064542098191,"spread":0.2963061890617876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002265597,0.000283499,0.0001872505,0.0006562909,0.001861178,0.006316354,0.0003450439,0.001662319,0.008824912],"category_scores_gemma":[0.002919629,0.00007363928,0.0001552351,0.0009734556,0.008914223,0.003122456,0.002308305,0.001844462,0.000849709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953454,"about_ca_system_score_gemma":0.003430135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006261307,"about_ca_topic_score_gemma":0.00955263,"domain_scores_codex":[0.9987391,0.000626257,0.00001853973,0.0001167939,0.0002350198,0.000264263],"domain_scores_gemma":[0.9990017,0.0003353928,0.0001626181,0.0001566876,0.0001721152,0.0001714776],"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":[0.00005840241,0.00002158313,0.003884639,0.0001073823,0.00000775651,0.0001403854,0.01152043,0.0001177028,0.000394555,0.9153183,0.02169649,0.04673236],"study_design_scores_gemma":[0.00001749682,0.00004719516,0.01113798,0.0006029831,0.00001392731,0.0002248491,0.0190003,0.0001521154,0.0003342356,0.1061347,0.8623208,0.00001343436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09161691,0.026472,0.002020071,0.1275116,0.001531391,0.00001677104,0.0001174526,0.00004690447,0.7506667],"genre_scores_gemma":[0.8812603,0.01471248,0.0008444516,0.006955792,0.001046402,0.00003032532,0.00005037374,0.00003697606,0.09506293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008824912,"threshold_uncertainty_score":0.0295223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159904323","doi":"","title":"Relaciones político-económicas entre México y Canadá","year":2007,"lang":"es","type":"article","venue":"Versión. Estudios de Comunicación y Política","topic":"Cultural and political discourse analysis","field":"Social 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":"Ideology; Politics; TRACE (psycholinguistics); Nationalism; Newspaper; Sociology; Critical discourse analysis; Humanities; Political science; Media studies; Law; Philosophy; Linguistics","authors":[{"name":"Rodney Williamson","is_ca":false},{"name":"Irene Fonte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047061744867181,"gpt":0.3334165927035941,"spread":0.3129459752549223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009624157,0.0002780341,0.0003208212,0.003176262,0.01831417,0.00706108,0.0005716711,0.0007336554,0.005580039],"category_scores_gemma":[0.003010846,0.000175223,0.0001843509,0.007221689,0.005519752,0.001376694,0.0028095,0.002085742,0.0001153769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08780828,"about_ca_system_score_gemma":0.07499698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869473,"about_ca_topic_score_gemma":0.9932873,"domain_scores_codex":[0.9986852,0.0002028893,0.0000201951,0.0001447267,0.0002541833,0.0006927794],"domain_scores_gemma":[0.9987878,0.0002660651,0.0001942276,0.00003489109,0.0003928507,0.0003243097],"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":[0.0003346547,0.00009404946,0.1114227,0.000262886,0.00009126545,0.002453828,0.3342158,0.0005945846,0.001426585,0.4698069,0.02290059,0.05639607],"study_design_scores_gemma":[0.00002429853,0.00002050031,0.2047368,0.0004134793,0.00009559908,0.0002989254,0.4539682,0.000478918,0.000544948,0.005366815,0.3339809,0.00007061582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7307644,0.006440144,0.0005099539,0.01881341,0.0001421163,0.00005504327,0.001048113,0.00002809138,0.2421988],"genre_scores_gemma":[0.9868762,0.002083248,0.0002304903,0.0004300819,0.00001904042,0.00002335214,0.000172851,0.00001207887,0.01015266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08780828,"threshold_uncertainty_score":0.6370966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}