{"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":"03c58b2db461","filters":{"venue":"Hawking eBooks"}},"results":[{"id":"W4366228181","doi":"10.29327/5203093.1-3","title":"PERFIL EPIDEMIOLÓGICO DE CRIANÇAS ATENDIDAS EM UM PROGRAMA DE VIGILÂNCIA DO DESENVOLVIMENTO INFANTIL E INTERVENÇÃO PRECOCE ENTRE OS ANOS DE 2020 E 2022","year":2023,"lang":"pt","type":"book-chapter","venue":"Hawking eBooks","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Psychology; Gynecology; Medicine; Philosophy","authors":[{"name":"Alessa de França Cunha Medeiros","is_ca":false},{"name":"Daniela Lima Silva","is_ca":false},{"name":"Marta Caroline Araújo da Paixão","is_ca":true},{"name":"Vitória Maria de Souza Leite","is_ca":true},{"name":"Débora Gonçalves da Silva Sarmanho","is_ca":false},{"name":"Maria de Fátima Góes da Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06964967390870343,"gpt":0.3812823719570046,"spread":0.3116326980483012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004615102,0.001721203,0.00210374,0.000488569,0.002031586,0.0003305914,0.001532915,0.002858356,0.004769683],"category_scores_gemma":[0.0006072797,0.001722725,0.001097765,0.0001599957,0.0002925326,0.0001655842,0.001679317,0.005830073,0.002793505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220574,"about_ca_system_score_gemma":0.002442873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035197,"about_ca_topic_score_gemma":0.004342935,"domain_scores_codex":[0.9880146,0.001647865,0.003062045,0.002067672,0.001171894,0.004035946],"domain_scores_gemma":[0.992405,0.001708527,0.001974027,0.001497791,0.0004861439,0.001928535],"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":[0.004454239,0.0006084358,0.1935303,0.05688744,0.002551072,0.01401013,0.1207255,0.00004833718,0.001620785,0.1022601,0.04578116,0.4575225],"study_design_scores_gemma":[0.007143029,0.003251848,0.02589658,0.1004549,0.001784094,0.001819475,0.01797197,0.005444775,0.002335089,0.08323953,0.7429118,0.007746923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7216495,0.01470926,0.001142154,0.009381257,0.01533023,0.02122508,0.005919647,0.005618837,0.205024],"genre_scores_gemma":[0.4000724,0.001293256,0.001254312,0.003841067,0.002603049,0.0007488971,0.0003696212,0.0008389659,0.5889784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6971306,"threshold_uncertainty_score":0.9995534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323908487","doi":"10.29327/5191662.1-6","title":"MEDIDA DE FIDELIDADE DE AYRES NA PRÁTICA DO TERAPEUTA OCUPACIONAL","year":2023,"lang":"pt","type":"book-chapter","venue":"Hawking eBooks","topic":"Education Pedagogy and Practices","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":"Prairie Women's Health Centre of Excellence","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Alana de Paula da Silva Moreira","is_ca":false},{"name":"Ariell dos Santos Rodrigues","is_ca":true},{"name":"Franciane Alves da Costa","is_ca":true},{"name":"Karem Janaina de Oliveira","is_ca":true},{"name":"Karina de Souza Sousa","is_ca":true},{"name":"Maria de Fátima Góes da Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1424173465927335,"gpt":0.4073158860539449,"spread":0.2648985394612114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002675071,0.0005196283,0.0004821978,0.0002531387,0.00156654,0.0005714568,0.0008242498,0.001032627,0.006054004],"category_scores_gemma":[0.0007421945,0.0005576331,0.0003213004,0.00007020808,0.0007164208,0.0002228311,0.0001762094,0.001370396,0.0013978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693187,"about_ca_system_score_gemma":0.002676586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007095597,"about_ca_topic_score_gemma":0.001382422,"domain_scores_codex":[0.996201,0.0004479781,0.0006540951,0.000742087,0.000990841,0.0009640286],"domain_scores_gemma":[0.9950202,0.003168138,0.0006640936,0.0004800475,0.0002186324,0.0004488514],"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":[0.0001074405,0.00005399491,0.002073251,0.0001759496,0.0004909996,0.0001825068,0.1190395,0.00001785328,0.0002402665,0.8348419,0.01156097,0.03121543],"study_design_scores_gemma":[0.0002432443,0.00007500913,0.00061321,0.000758651,0.0003452963,0.0000573424,0.009627688,0.0000439148,0.0001567203,0.06667041,0.9205971,0.0008114463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004915126,0.0005983458,0.0001566302,0.008068028,0.00294211,0.0004652123,0.00009135689,0.0004016205,0.9823616],"genre_scores_gemma":[0.2613199,0.0004727189,0.0005985075,0.002204603,0.002554655,0.00004137349,0.00004290678,0.0001310629,0.7326342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9090361,"threshold_uncertainty_score":0.9997333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}