{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"963315772ff9","filters":{"venue":"Journal of Illicit Economies and Development"}},"results":[{"id":"W4312915452","doi":"10.31389/jied.134","title":"The Pandemic and Organized Crime in Urban Latin America: New Sovereignty Arrangements or Business as Usual?","year":2022,"lang":"en","type":"article","venue":"Journal of Illicit Economies and Development","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Sovereignty; Legitimacy; Political science; Latin Americans; Context (archaeology); Corporate governance; Organised crime; State (computer science); Political economy; Pandemic; Democracy; Sociology; Public administration; Law; Coronavirus disease 2019 (COVID-19); Politics; Geography; Business","authors":[{"name":"Diane E. Davis","is_ca":false},{"name":"Tina Hilgers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03238303576804227,"gpt":0.2711976267255585,"spread":0.2388145909575162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478598,0.0001242641,0.0002388476,0.0008851363,0.003300091,0.004647028,0.0005753433,0.0007243179,0.00318335],"category_scores_gemma":[0.003520405,0.0001603451,0.0001311778,0.001194014,0.01605533,0.003697495,0.004794052,0.001500701,0.00007291209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651975,"about_ca_system_score_gemma":0.002803608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02487593,"about_ca_topic_score_gemma":0.05629624,"domain_scores_codex":[0.9984763,0.0009454347,0.00004556636,0.0001105574,0.00009632904,0.0003257408],"domain_scores_gemma":[0.9984535,0.0005522161,0.0005119321,0.0001849936,0.00009053022,0.0002068246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004896126,0.0001256163,0.10107,0.0001826995,0.00002113896,0.0007914278,0.6029252,0.0002469072,0.0004803701,0.2682942,0.002240506,0.02357293],"study_design_scores_gemma":[0.000009650182,0.0000279882,0.0692077,0.0003650781,0.000008194051,0.0002658408,0.8766944,0.0001950626,0.0000960136,0.01512482,0.03798506,0.00002011392],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104344,0.001328707,0.0006183736,0.01519895,0.00004314093,0.00003027322,0.00005635112,0.000007636483,0.07228217],"genre_scores_gemma":[0.9987048,0.0003675685,0.00009948812,0.000275019,0.00001074405,0.00001068139,0.00001516349,0.00000319765,0.0005133889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02487593,"threshold_uncertainty_score":0.04946232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395096019","doi":"10.31389/jied.209","title":"Gold Supply Chain Opacity and Illicit Activities: Insights from Peru and Kenya","year":2024,"lang":"en","type":"article","venue":"Journal of Illicit Economies and Development","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Opacity; Supply chain; Business; Geography; Political science; Development economics; Economics; Physics; Marketing","authors":[{"name":"Nicole Smith","is_ca":false},{"name":"Kady Seguin","is_ca":true},{"name":"Umut Mete Saka","is_ca":false},{"name":"Şebnem Düzgün","is_ca":false},{"name":"Ashley Smith-Roberts","is_ca":false},{"name":"David Soud","is_ca":false},{"name":"White Jenna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00730816131315145,"gpt":0.1775310212061004,"spread":0.170222859892949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098243,0.000216701,0.0001824882,0.001573935,0.004065249,0.002468807,0.0004279526,0.0007177257,0.004609905],"category_scores_gemma":[0.003234459,0.0002487321,0.0001388988,0.002427951,0.00230383,0.003535277,0.00322052,0.0009562775,0.0002115539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00308479,"about_ca_system_score_gemma":0.002141968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0722388,"about_ca_topic_score_gemma":0.1803598,"domain_scores_codex":[0.9995217,0.0002381424,0.00002246335,0.0000315352,0.00006047599,0.0001255443],"domain_scores_gemma":[0.9981165,0.001148929,0.0003983474,0.00003970535,0.0001978167,0.00009870845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008195237,0.0001906573,0.2103612,0.0004909785,0.00002248992,0.008780869,0.7330083,0.0004160503,0.001494795,0.02025593,0.001577872,0.02331886],"study_design_scores_gemma":[0.000006590872,0.00004396905,0.07146566,0.0003708575,0.00001539938,0.000581369,0.9111323,0.000534448,0.0002789889,0.00167757,0.01387644,0.00001649195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818909,0.0003615808,0.0003027957,0.001162239,0.000001939647,0.0000358457,0.00007268615,0.000001940232,0.0161701],"genre_scores_gemma":[0.9975361,0.0007600304,0.0002327952,0.0001468995,0.000001527918,0.0000168697,0.00006051826,0.000003371722,0.001241824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0722388,"threshold_uncertainty_score":0.1436366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090108293","doi":"10.31389/jied.58","title":"Threading the Needle of Violence: Pursuing Overlapping Dynamics to Support Urban Peace","year":2020,"lang":"en","type":"article","venue":"Journal of Illicit Economies and Development","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Imperfect; Sustainable development; Political science; Politics; Space (punctuation); Inequality; Dynamics (music); Power (physics); Sociology; Political economy; Criminology; Computer science; Law","authors":[{"name":"Rachel Locke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01750602657139807,"gpt":0.2021402602101885,"spread":0.1846342336387904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009950192,0.0008741706,0.0007414056,0.002151885,0.02066568,0.01879982,0.002728921,0.00515111,0.0128011],"category_scores_gemma":[0.01138194,0.0005874033,0.0009035312,0.001486464,0.03137832,0.01827109,0.04588577,0.008831054,0.00194232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007098559,"about_ca_system_score_gemma":0.02015992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582384,"about_ca_topic_score_gemma":0.01097787,"domain_scores_codex":[0.9920357,0.004901133,0.0001450008,0.0004616219,0.0005685857,0.001887955],"domain_scores_gemma":[0.9942933,0.001782609,0.0006397116,0.0004272327,0.0005567146,0.00230048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008703489,0.0002382232,0.005588582,0.0003715743,0.0000640537,0.0004867582,0.1296621,0.001836537,0.0007654766,0.7406166,0.02111358,0.09916956],"study_design_scores_gemma":[0.00002512051,0.0001355611,0.002269131,0.000689171,0.00002469518,0.0001305665,0.1626975,0.001284092,0.0005499467,0.6200168,0.2121386,0.0000388409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1494691,0.01062897,0.07971706,0.3935083,0.002498686,0.0003999829,0.000118803,0.0003557087,0.3633033],"genre_scores_gemma":[0.9566337,0.002933854,0.01450557,0.009988072,0.0003496641,0.0003142366,0.00007280849,0.0001537888,0.01504837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02066568,"threshold_uncertainty_score":0.05262226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}