{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"7ac05b6a889e","filters":{"venue":"Discurso & sociedad"}},"results":[{"id":"W7125710662","doi":"10.14198/dissoc.7.4.1","title":"Racismo y discurso en la era digital: el caso de la revista Hola y los discursos en las redes","year":2013,"lang":"","type":"article","venue":"Discurso & sociedad","topic":"Cultural and political discourse analysis","field":"Social Sciences","cited_by":1,"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":"Persona; Context (archaeology); Gender identity; Ideology","authors":[{"name":"Eduard Arriaga Arango","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009188725189638163,"gpt":0.3226194854372196,"spread":0.3134307602475814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002708541,0.000532496,0.0004524612,0.004078117,0.01442708,0.02059584,0.0009946267,0.002085011,0.009865294],"category_scores_gemma":[0.006638754,0.0002814181,0.0003369137,0.003914788,0.01843657,0.01028438,0.006773648,0.003498154,0.0009807845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01898004,"about_ca_system_score_gemma":0.01093858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1148501,"about_ca_topic_score_gemma":0.2038537,"domain_scores_codex":[0.996183,0.001527654,0.0001592611,0.0005367836,0.0009352628,0.0006579863],"domain_scores_gemma":[0.993337,0.003004847,0.0008090044,0.0008013517,0.001332666,0.000715121],"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":[0.00006925351,0.00003152641,0.006605926,0.0007584863,0.00001263118,0.001065976,0.5778028,0.0001244935,0.0006641256,0.3271645,0.01925582,0.06644444],"study_design_scores_gemma":[0.000004779918,0.00001803948,0.008652706,0.001085274,0.00002457137,0.0003887343,0.3477581,0.00009844155,0.0005281077,0.009356692,0.6320403,0.00004424099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2409291,0.039172,0.00386753,0.05320045,0.001949452,0.0001211621,0.0004241231,0.0001413769,0.6601949],"genre_scores_gemma":[0.926217,0.01230798,0.00118374,0.00207283,0.0003712124,0.00007449291,0.0001051226,0.000104807,0.05756287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1148501,"threshold_uncertainty_score":0.2283632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403220222","doi":"10.14198/dissoc.18.3.10","title":"Ecofeminismo en el realismo mágico ecuatoriano: Bruna, soroche y los tíos y Más allá de las islas de Alicia Yánez Cossío","year":2024,"lang":"es","type":"article","venue":"Discurso & sociedad","topic":"Mexican Socioeconomic and Environmental Dynamics","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":"MacEwan University","funders":"","keywords":"Humanities; Art","authors":[{"name":"Cristina Ruiz Serrano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005352061847858077,"gpt":0.2747056437278401,"spread":0.269353581879982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465528,0.0002843316,0.0002043146,0.000784998,0.005099218,0.005379241,0.0004387403,0.001046797,0.006417869],"category_scores_gemma":[0.001061427,0.0001386207,0.0001148105,0.001121235,0.01041499,0.002174925,0.00261834,0.001727235,0.0004654022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005547852,"about_ca_system_score_gemma":0.001985317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03517243,"about_ca_topic_score_gemma":0.07151683,"domain_scores_codex":[0.9994844,0.0002934945,0.000009145191,0.00004341236,0.00007137946,0.00009815949],"domain_scores_gemma":[0.9996895,0.0001517227,0.00004402974,0.00002309885,0.00004593519,0.00004589236],"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":[0.0001170886,0.00002694007,0.004612334,0.0001562352,0.000009935377,0.001105637,0.2188596,0.0001751591,0.0005586157,0.7342526,0.01552676,0.024599],"study_design_scores_gemma":[0.00001646342,0.00002367653,0.0068676,0.0004226727,0.00001130772,0.0003738562,0.1788007,0.000142624,0.0002827397,0.03337434,0.7796639,0.00002009905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2390655,0.04206363,0.00205616,0.04074141,0.0008420433,0.00002440298,0.00007371296,0.0000266661,0.6751065],"genre_scores_gemma":[0.9423857,0.006390864,0.0003898512,0.001894085,0.000178382,0.00001829527,0.00002283276,0.00002600277,0.04869398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03517243,"threshold_uncertainty_score":0.06993544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}