{"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":"4c1ed0bf2a58","filters":{"venue":"Revista Projetar - Projeto e Percepção do Ambiente"}},"results":[{"id":"W4391529717","doi":"10.21680/2448-296x.2024v9n1id34722","title":"SOBRE UM ENSINO EM ‘ABERTO’","year":2024,"lang":"pt","type":"article","venue":"Revista Projetar - Projeto e Percepção do Ambiente","topic":"Education and Digital Technologies","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":"Association of Canadian Universities for Northern Studies","funders":"","keywords":"Philosophy","authors":[{"name":"Luciana Medeiros","is_ca":true},{"name":"António Santos Leite","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05792939289385129,"gpt":0.358505523263185,"spread":0.3005761303693337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001727489,0.0009540158,0.0009724946,0.0007869917,0.001024869,0.005348495,0.001468472,0.0007798673,0.001430344],"category_scores_gemma":[0.0008179376,0.000860058,0.0007779551,0.003210217,0.001057741,0.001543157,0.0006060779,0.001321896,0.006147208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898968,"about_ca_system_score_gemma":0.001633646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004964266,"about_ca_topic_score_gemma":0.0003711713,"domain_scores_codex":[0.9930899,0.0005317763,0.001242014,0.001985514,0.00146795,0.001682917],"domain_scores_gemma":[0.9971583,0.0002237516,0.0002953323,0.001383143,0.0004484821,0.0004909355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001044747,0.001022973,0.002466084,0.003961072,0.000470199,0.0003507035,0.1193547,0.000001643225,0.0006106063,0.1413712,0.3934771,0.3368094],"study_design_scores_gemma":[0.0002482144,0.0002760187,0.0005515744,0.001946546,0.0002366363,0.00006242025,0.07641777,0.0002439453,0.00008092647,0.002017187,0.9167817,0.001137089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4694978,0.07074708,0.0003229252,0.07825392,0.01339995,0.01040777,0.0008808012,0.00904715,0.3474426],"genre_scores_gemma":[0.7346945,0.009726143,0.0004181245,0.000815508,0.0009999054,0.0002022912,0.0001420608,0.0001749117,0.2528265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5233046,"threshold_uncertainty_score":0.9994825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127783656","doi":"10.21680/2448-296x.2021v6n1id22186","title":"METAL X CONCRETO ARMADO","year":2021,"lang":"pt","type":"article","venue":"Revista Projetar - Projeto e Percepção do Ambiente","topic":"Urban Arborization and Environmental Studies","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":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Humanities; Art; Physics; Philosophy","authors":[{"name":"Germana Costa Rocha","is_ca":true},{"name":"Érika Ferreira Marinho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02272848302766438,"gpt":0.2542033092776405,"spread":0.2314748262499761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008029332,0.001133276,0.001235382,0.0001370668,0.0009621123,0.0006805445,0.0008421658,0.0003412707,0.03282335],"category_scores_gemma":[0.0002035594,0.001107142,0.0007125836,0.001356391,0.001078738,0.0007961467,0.001928014,0.0008648565,0.01310149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009799412,"about_ca_system_score_gemma":0.0001432431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570711,"about_ca_topic_score_gemma":0.00007480357,"domain_scores_codex":[0.9924654,0.0007393262,0.001343774,0.00227307,0.001656806,0.001521604],"domain_scores_gemma":[0.9972668,0.00007289076,0.0004762702,0.001464061,0.00007666402,0.0006432671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007278748,0.00558654,0.4914677,0.002713734,0.002850696,0.003243942,0.02363328,0.0003329593,0.1709675,0.005294064,0.2206953,0.07248642],"study_design_scores_gemma":[0.0022166,0.0004485186,0.07512243,0.0005095866,0.0009208782,0.0003265771,0.005245152,0.001280709,0.003234068,0.00007716082,0.908209,0.002409326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179762,0.03654873,0.00170588,0.008906475,0.003533103,0.00632459,0.001480823,0.0007635718,0.1227606],"genre_scores_gemma":[0.8471322,0.01107839,0.001575404,0.002480578,0.0004045321,0.0001991659,0.0004333064,0.0002362944,0.1364601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6875137,"threshold_uncertainty_score":0.9991379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}