{"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":"f8bfcaf9228b","filters":{"venue":"Direito e Desenvolvimento"}},"results":[{"id":"W2902418734","doi":"10.25246/direitoedesenvolvimento.v9i2.900","title":"Dark web and bitcoin: an analysis of the impact of digital anonymate and criptomoids in the practice of money laundering crime","year":2018,"lang":"en","type":"article","venue":"Direito e Desenvolvimento","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Langara College","funders":"","keywords":"Money laundering; Anonymity; Hacker; The Internet; Deep Web; Payment; Computer security; Business; Process (computing); Commerce; Internet privacy; Computer science; World Wide Web; Finance","authors":[{"name":"Rômulo Rhemo Palitot Braga","is_ca":false},{"name":"Arthur Augusto Barbosa Luna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02319446881369756,"gpt":0.3440803410928613,"spread":0.3208858722791637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007515325,0.000112651,0.0002828008,0.0001152046,0.0001448441,0.00009093816,0.0002630574,0.00005357757,0.00001347323],"category_scores_gemma":[0.0003930877,0.00007230275,0.0001039029,0.000677388,0.0007665848,0.0007614036,0.00007995972,0.00007512834,2.518963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005337595,"about_ca_system_score_gemma":0.0001004278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0268389,"about_ca_topic_score_gemma":0.003776735,"domain_scores_codex":[0.998684,0.0002298758,0.0002630215,0.000189068,0.0004276955,0.0002063726],"domain_scores_gemma":[0.9988052,0.0004017264,0.0003067701,0.0003154147,0.000115995,0.00005484174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003044408,0.0009563472,0.6708523,0.00006898837,0.001153592,0.000006149795,0.2702625,0.00006198967,0.04184281,0.01072503,0.0007290023,0.003036851],"study_design_scores_gemma":[0.000737756,0.0004997101,0.8723597,0.0000940602,0.0006389798,0.000003994739,0.1114848,0.002313308,0.007165493,0.001336807,0.003026682,0.0003387548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794208,0.0005062306,0.000009585196,0.0001203789,0.00004945093,0.0001645761,0.00007131152,0.000007171034,0.01965047],"genre_scores_gemma":[0.9995952,0.0001717195,0.00002993283,0.00003288309,0.00004625295,0.000003459059,0.000002846207,0.00000717946,0.0001105302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015074,"threshold_uncertainty_score":0.9796414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385255406","doi":"10.26843/direitoedesenvolvimento.v13i2.1509","title":"Análise dos discursos das propostas legislativas de alteração da Política Nacional do Saneamento Básico","year":2023,"lang":"pt","type":"article","venue":"Direito e Desenvolvimento","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"David Barbosa de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07784094200342603,"gpt":0.4207304797938011,"spread":0.342889537790375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001929355,0.0006460554,0.0005770522,0.0006199981,0.001404587,0.001474052,0.001164977,0.0003966509,0.006832134],"category_scores_gemma":[0.0006475236,0.0006315701,0.0003785629,0.002778666,0.0006922699,0.001022923,0.0003889856,0.0005517639,0.004708441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009447159,"about_ca_system_score_gemma":0.002159951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070071,"about_ca_topic_score_gemma":0.0006178552,"domain_scores_codex":[0.9931589,0.001021037,0.0008111796,0.001093341,0.001773633,0.002141895],"domain_scores_gemma":[0.9965093,0.0005234731,0.0003745005,0.0009166409,0.0002620713,0.001413994],"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":[0.00008436626,0.001130708,0.01569363,0.0001522109,0.0003956205,0.00007777346,0.1509739,0.00002186132,0.001130152,0.211263,0.6077423,0.01133451],"study_design_scores_gemma":[0.0009823387,0.0001489659,0.006261356,0.0002089872,0.0001287731,0.000008444738,0.03275348,0.0007918151,0.0004311449,0.00441349,0.9529063,0.000964875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4730415,0.004050948,0.0001636393,0.2579598,0.00976561,0.004833197,0.001249958,0.001816255,0.2471191],"genre_scores_gemma":[0.8495984,0.0004982092,0.0001137942,0.002081094,0.002731691,0.0002728624,0.000462664,0.0001084493,0.1441329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765569,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}