{"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":"9ac9de832767","filters":{"venue":"Cadernos de Resumos Workshop do Programa de Pós-Graduação em Educação em Ciências e em Matemática"}},"results":[{"id":"W4323352527","doi":"10.5380/13ppgecm2023.resumo20p139-145","title":"ENSINO POR INVESTIGAÇÃO NO BRASIL: EMERGÊNCIA, TENDÊNCIAS E PERSPECTIVAS","year":2023,"lang":"pt","type":"article","venue":"Cadernos de Resumos Workshop do Programa de Pós-Graduação em Educação em Ciências e em Matemática","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Alexandre Rodrigues da Conceição","is_ca":true},{"name":"Leonir Lorenzetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06915015482665847,"gpt":0.3576602440993961,"spread":0.2885100892727376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01561246,0.0005781978,0.0007483331,0.01241154,0.005815519,0.01156319,0.001736721,0.002752788,0.005550628],"category_scores_gemma":[0.04262742,0.0005451472,0.0006642067,0.0231393,0.008266131,0.004491428,0.00519932,0.00220595,0.0006219089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009389972,"about_ca_system_score_gemma":0.02459436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05342422,"about_ca_topic_score_gemma":0.1254958,"domain_scores_codex":[0.9887244,0.004100494,0.0008594848,0.001125692,0.003602122,0.001587827],"domain_scores_gemma":[0.944661,0.02426095,0.008686007,0.004050467,0.01384815,0.004493491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002434606,0.0003209799,0.19886,0.009691534,0.0001644408,0.003626212,0.2726274,0.0003282134,0.003163681,0.102533,0.0409135,0.3675276],"study_design_scores_gemma":[0.0000119541,0.0001297293,0.2991465,0.01127836,0.0001298053,0.002963407,0.2433631,0.0003367651,0.001033376,0.01096395,0.4305651,0.00007797284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3975672,0.2490938,0.003250043,0.1436061,0.002273286,0.0002939533,0.001639522,0.0002276699,0.2020485],"genre_scores_gemma":[0.8924384,0.08805643,0.002617458,0.006089427,0.0008129021,0.0001478095,0.0004317885,0.00006862178,0.009337232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05342422,"threshold_uncertainty_score":0.1062265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323351436","doi":"10.5380/13ppgecm2023.resumo10p67-73","title":"NO MUNDO DA LUA: REPRESENTATIVIDADE DE MULHERES NEGRAS MATEMÁTICAS QUE CONTRIBUÍRAM PARA A ASTRONOMIA NA FORMAÇÃO DE PROFESSORES","year":2023,"lang":"pt","type":"article","venue":"Cadernos de Resumos Workshop do Programa de Pós-Graduação em Educação em Ciências e em Matemática","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","authors":[{"name":"Keith Gabriella Flenik Morais","is_ca":true},{"name":"Elisangela de Campos","is_ca":true},{"name":"Paula Rogéria Lima Couto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09729817552418064,"gpt":0.4191037009994526,"spread":0.321805525475272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008090144,0.0001687647,0.0004761306,0.002997055,0.007554964,0.006256375,0.001563668,0.001449768,0.008403603],"category_scores_gemma":[0.03889875,0.0003643194,0.0003561405,0.004217418,0.003708872,0.004545246,0.008482905,0.001930867,0.0006638378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004647935,"about_ca_system_score_gemma":0.005899148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666538,"about_ca_topic_score_gemma":0.03054626,"domain_scores_codex":[0.9928933,0.003590267,0.0003605536,0.0006441812,0.001194066,0.001317641],"domain_scores_gemma":[0.9658754,0.01309327,0.008587183,0.00180616,0.004387029,0.006250825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001813968,0.0001262869,0.3686478,0.0003079143,0.0000589566,0.0004726484,0.540144,0.0001000006,0.001094315,0.01379304,0.005775018,0.06929851],"study_design_scores_gemma":[0.00001541046,0.000146383,0.3115462,0.0003024778,0.00005145416,0.0007653756,0.604718,0.0004183482,0.0005097976,0.003482313,0.07799129,0.00005307311],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97316,0.001438087,0.0005168439,0.008174619,0.00008886107,0.00002998182,0.0001591614,0.00002790754,0.0164046],"genre_scores_gemma":[0.9961147,0.0005852564,0.000317146,0.0003177254,0.00005745189,0.00003078294,0.00005663858,0.00001450291,0.002505636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924451,"threshold_uncertainty_score":0.04278523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}