{"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":"38b330709279","filters":{"venue":"OECD Observer"}},"results":[{"id":"W2594721249","doi":"10.1787/a6495c63-en","title":"The digital economy in the age of disruption","year":2017,"lang":"en","type":"article","venue":"OECD Observer","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","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":"Digital economy; Business; Economics; Computer science; World Wide Web","authors":[{"name":"Ildefonso Guajardo Villarreal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06022777576056162,"gpt":0.2297713344953835,"spread":0.1695435587348219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199528,0.00006770761,0.0001259315,0.00003141389,0.0001856127,0.0005646175,0.0004536741,0.00003407777,0.00004692422],"category_scores_gemma":[0.00003228903,0.00004916032,0.0000686304,0.00001679507,0.00008004969,0.001060559,0.00003484672,0.00005739602,0.0004616167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002772783,"about_ca_system_score_gemma":0.000007422971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484613,"about_ca_topic_score_gemma":0.00009943896,"domain_scores_codex":[0.999351,0.000003713492,0.0003879823,0.0001117793,0.00001431096,0.0001312279],"domain_scores_gemma":[0.9993336,0.00005130095,0.0002353195,0.0003614133,0.000005704347,0.00001271813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001253635,0.00004249337,0.4971627,0.00001774846,0.0000179944,0.000001713788,0.000795742,0.000007691499,0.000001186312,0.4901681,0.0005714361,0.01120068],"study_design_scores_gemma":[0.000289212,0.00001088714,0.7132545,0.00000482552,7.559742e-7,5.710285e-7,0.00008606603,0.0001364758,0.00001318383,0.05012622,0.2359954,0.00008182708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5061532,0.00008683033,0.00003259266,0.0006560186,0.0001296825,0.0001030044,0.0000205948,0.000003728462,0.4928144],"genre_scores_gemma":[0.9976501,0.00005669112,0.00001683246,0.00008619443,0.00002829515,0.00001526669,0.00002734121,0.000005338075,0.002113912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.491497,"threshold_uncertainty_score":0.5933303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243819351","doi":"10.1787/7e260962-en","title":"Water: It’s all or nothing","year":2017,"lang":"en","type":"article","venue":"OECD Observer","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","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":"Nothing; Philosophy; Epistemology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07498887848493968,"gpt":0.2740595468899676,"spread":0.1990706684050279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001621725,0.0001679699,0.0001599364,0.00001040092,0.0006013102,0.0001171106,0.0006910337,0.000064731,0.004990504],"category_scores_gemma":[0.00002783577,0.0001024263,0.00006337285,0.00001096072,0.0001910333,0.0005390919,0.001195197,0.00008573259,0.005072081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009378527,"about_ca_system_score_gemma":0.000003191831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188664,"about_ca_topic_score_gemma":0.002417352,"domain_scores_codex":[0.99875,0.00002353193,0.0001567396,0.0003433829,0.0002769082,0.0004494892],"domain_scores_gemma":[0.9990932,0.00001974137,0.00006371315,0.0007259039,0.000004466217,0.00009297509],"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":[0.000453079,0.0008367244,0.1758411,0.0001270508,0.0005711317,0.001320216,0.02860399,0.001099531,0.2693967,0.006777714,0.4766126,0.03836019],"study_design_scores_gemma":[0.0005408672,0.00008847884,0.1122932,0.00001781197,0.00003007388,0.000009419703,0.00009273085,0.0001693506,0.06570049,0.003889463,0.8167534,0.000414724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5762886,0.00002350775,0.00003473128,0.01570987,0.0008180955,0.0001435105,0.00001397934,0.0001172534,0.4068505],"genre_scores_gemma":[0.951915,0.000007401608,0.0005383531,0.002314074,0.00009489727,0.00001591538,0.000004060827,0.00002361593,0.04508668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756264,"threshold_uncertainty_score":0.995919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}