{"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":"0b861370b0ee","filters":{"venue":"Cuaderno de Pedagogía Universitaria"}},"results":[{"id":"W3123053345","doi":"10.29197/cpu.v18i35.413","title":"De la alienación al alineamiento constructivo. Más allá de la trampa mecanicista","year":2021,"lang":"es","type":"article","venue":"Cuaderno de Pedagogía Universitaria","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sault College","funders":"","keywords":"Constructive; Meaning (existential); Sociology; Interpretation (philosophy); Higher education; Order (exchange); Quality (philosophy); Pedagogy; Plan (archaeology); Epistemology; Engineering ethics; Political science; Engineering; Computer science; Law; Philosophy; History; Process (computing); Business; Linguistics","authors":[{"name":"Florencia Carlino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02313122057371347,"gpt":0.3651236623472213,"spread":0.3419924417735078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001863454,0.0003277709,0.000362498,0.0001613971,0.0008706849,0.0006111551,0.0006304223,0.0005554407,0.002355539],"category_scores_gemma":[0.0005673678,0.0004254343,0.0002605015,0.0005861098,0.001327331,0.0003587757,0.0001457316,0.0007957417,0.00006240851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163896,"about_ca_system_score_gemma":0.005880865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579458,"about_ca_topic_score_gemma":0.0004724531,"domain_scores_codex":[0.9953399,0.002360222,0.0002937468,0.0006110083,0.000463497,0.0009316154],"domain_scores_gemma":[0.9975093,0.001100227,0.0001926103,0.0003786742,0.0001957621,0.0006234277],"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":[0.00005773797,0.0006013419,0.0766132,0.0000540191,0.0003914079,0.0006190322,0.2326048,0.0001291258,0.003002295,0.6691556,0.01187406,0.004897383],"study_design_scores_gemma":[0.001457965,0.00004270617,0.01484521,0.0001176463,0.0003356045,0.0001800407,0.4125944,0.0004320939,0.0004638576,0.005152388,0.5638224,0.0005556053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6730915,0.0007414853,0.003346726,0.01195678,0.0006038059,0.0001599574,0.00004886499,0.0001723795,0.3098785],"genre_scores_gemma":[0.9873622,0.0004924893,0.00345199,0.00124987,0.0004173992,0.000003012329,0.00002880281,0.00004278686,0.006951428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6640032,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237630709","doi":"10.29197/cpu.v4i7.60","title":"Entrevista a Sarah González de Lora, Vicerrectora de Relaciones Interinstitucionales, de Investigación e Innovación de la PUCMM","year":2014,"lang":"es","type":"article","venue":"Cuaderno de Pedagogía Universitaria","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Humanities; Art; Sociology; Psychology","authors":[{"name":"Consejo Editorial - Cuaderno de Pedagogía Universitaria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146504197061151,"gpt":0.325354212262557,"spread":0.3107037925564419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002575109,0.000482506,0.0005318201,0.0003313418,0.001724855,0.00063359,0.001516935,0.0007655869,0.0006265871],"category_scores_gemma":[0.0009879819,0.000552754,0.0003015592,0.001238966,0.002195151,0.0006392467,0.0003847951,0.000790024,0.0001451997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097548,"about_ca_system_score_gemma":0.00364418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03091241,"about_ca_topic_score_gemma":0.003964151,"domain_scores_codex":[0.9948165,0.00184525,0.0004102916,0.0006443033,0.0005639724,0.001719726],"domain_scores_gemma":[0.9972554,0.0008606926,0.0003601025,0.0004115494,0.0001437298,0.000968481],"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":[0.00009953325,0.0001757627,0.2465748,0.0001207514,0.0001341135,0.00009435797,0.1262428,0.0002934284,0.00168501,0.6055538,0.01620398,0.00282158],"study_design_scores_gemma":[0.0008547574,0.000156576,0.07462123,0.0003390046,0.0002584389,0.00006723218,0.06059225,0.001296752,0.0001587844,0.02256567,0.8382658,0.0008235034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010679,0.0008443656,0.003907947,0.02848433,0.0006481971,0.0003179255,0.00005295763,0.0002661933,0.06441016],"genre_scores_gemma":[0.9875864,0.001292861,0.001045858,0.001708509,0.001322854,0.000007644456,0.00001308616,0.00004335788,0.006979474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220618,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}