{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"800fcc45f113","filters":{"venue":"Permanent missions to the United Nations"}},"results":[{"id":"W4210718659","doi":"10.18356/9789210558693c198","title":"Commonwealth Secretariat","year":2009,"lang":"en","type":"book-chapter","venue":"Permanent missions to the United Nations","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Canberra; United Nations Development Programme; Australian Government; Open University Malaysia","keywords":"Commonwealth; Political science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03498551187668893,"gpt":0.2549415887931756,"spread":0.2199560769164867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002167032,0.0003274937,0.0002063866,0.003829916,0.001028068,0.0002987049,0.0006106617,0.0001569234,0.004365761],"category_scores_gemma":[0.0001273902,0.0002413841,0.0001703984,0.0008004168,0.00005075293,0.00028753,0.0001643733,0.0004438169,0.005634261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033176,"about_ca_system_score_gemma":0.00006125919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002638316,"about_ca_topic_score_gemma":0.0004343361,"domain_scores_codex":[0.9984473,0.00001086681,0.0004375897,0.000300789,0.0005694911,0.0002339894],"domain_scores_gemma":[0.9986368,0.00008881967,0.0002814719,0.0004506413,0.0004893949,0.00005288747],"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":[0.000006873982,0.00003454638,0.000001484141,0.00001016794,0.00003023423,0.000002766129,0.00004161904,0.0002680183,0.00001235516,0.770829,0.2284949,0.0002679613],"study_design_scores_gemma":[0.0001696823,0.00001110623,0.0000638081,0.0001426078,0.00009996042,0.000003746162,0.00001506082,0.002383532,0.000003308677,0.02692685,0.9698932,0.0002872059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004465406,0.00005032614,0.00009257114,0.06017696,0.0004486692,0.0006440347,0.00005054074,0.0001795302,0.9383127],"genre_scores_gemma":[0.003156187,0.0001258771,0.0001822127,0.1254343,0.001974716,0.00003314305,0.003413643,0.00006388198,0.865616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7439022,"threshold_uncertainty_score":0.9965444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281489218","doi":"10.18356/9789210018289c032","title":"Canada","year":2022,"lang":"en","type":"book-chapter","venue":"Permanent missions to the United Nations","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03155265930665934,"gpt":0.2574482210525396,"spread":0.2258955617458802,"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":[0.0002709618,0.0004819306,0.0002895982,0.006089875,0.002479875,0.00005617869,0.001227422,0.0001370762,0.0433346],"category_scores_gemma":[0.0004061263,0.0003840825,0.0001671797,0.002278684,0.00006272316,0.00005197701,0.0005977685,0.001169466,0.004122182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686605,"about_ca_system_score_gemma":0.00241114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4300017,"about_ca_topic_score_gemma":0.750034,"domain_scores_codex":[0.9970604,0.0001069805,0.0004944676,0.0004894764,0.001426933,0.000421762],"domain_scores_gemma":[0.9970568,0.0005307954,0.0002388119,0.001295294,0.0003886338,0.0004895952],"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":[0.00000655225,0.00002183252,5.093129e-7,0.000004646541,0.00008429104,0.00002693506,0.0002022392,0.004253315,0.00003910195,0.3122154,0.6830646,0.00008061889],"study_design_scores_gemma":[0.0001392337,0.0000189377,0.00001971896,0.00007342215,0.0001982525,0.00004387898,0.0000676532,0.0002436493,0.000007369422,0.0004676468,0.998244,0.0004762254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003933019,0.0002087626,0.000006847339,0.03122243,0.0006088063,0.001100684,0.009356481,0.0002215576,0.9572351],"genre_scores_gemma":[0.001269844,0.0001640078,0.00008349392,0.003286125,0.0002370093,0.0001672067,0.007243985,0.0002852001,0.9872631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3200322,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390756393","doi":"10.18356/9789213585009c032","title":"Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Permanent missions to the United Nations","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.055517663989415,"gpt":0.3108675144121067,"spread":0.2553498504226918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003256005,0.0001434431,0.0001233205,0.0006286901,0.002695479,0.00007657374,0.000739375,0.0001335843,0.001303961],"category_scores_gemma":[0.0007025013,0.0001082496,0.0000782092,0.001701696,0.0001416568,0.00004019708,0.0001052388,0.0002704495,0.0005576288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914388,"about_ca_system_score_gemma":0.002585174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9400212,"about_ca_topic_score_gemma":0.9940888,"domain_scores_codex":[0.9982204,0.00004711391,0.0001908329,0.0002254938,0.001011484,0.000304718],"domain_scores_gemma":[0.9986438,0.0004528828,0.0001172114,0.0002622378,0.0002243852,0.000299455],"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":[4.100944e-7,0.000002292815,0.00000191052,8.217078e-7,0.000007245262,0.000002956391,0.001700497,0.00009016547,4.589519e-7,0.4722861,0.525587,0.0003201267],"study_design_scores_gemma":[0.00002559009,0.000004258659,0.0001248467,0.00005939825,0.00002143875,3.068632e-7,0.0009620953,0.00001885007,3.975573e-7,0.003224166,0.9954008,0.0001578857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003808629,0.00005389168,0.000007489466,0.163137,0.0009171126,0.0003482157,0.0003236437,0.00008192425,0.8350926],"genre_scores_gemma":[0.00151787,0.0008690963,0.00002000724,0.001904059,0.0005566935,0.00002120732,0.00007958514,0.00002304907,0.9950084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4698138,"threshold_uncertainty_score":0.999609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210688709","doi":"10.18356/9789210558693c031","title":"Canada","year":2009,"lang":"en","type":"book-chapter","venue":"Permanent missions to the United Nations","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03619908985142029,"gpt":0.2988789228707044,"spread":0.2626798330192841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000260455,0.0001540811,0.0001303633,0.0005167173,0.002572961,0.00007884534,0.0007352725,0.0001385227,0.001682998],"category_scores_gemma":[0.0004208797,0.0001152125,0.00007936519,0.001124268,0.000124605,0.00004784016,0.00005517383,0.0002784659,0.0001589645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686131,"about_ca_system_score_gemma":0.002565277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9010968,"about_ca_topic_score_gemma":0.987934,"domain_scores_codex":[0.9982884,0.00004855002,0.000194514,0.0002201227,0.0009524504,0.0002959812],"domain_scores_gemma":[0.9988101,0.0002435375,0.0001293227,0.0002655463,0.0002306,0.000320857],"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":[6.406024e-7,0.000004858668,0.000001290229,5.167917e-7,0.000005560009,0.000002517703,0.001590196,0.00007912652,6.717053e-7,0.4634223,0.5327284,0.002163972],"study_design_scores_gemma":[0.00002998919,0.000007432702,0.0001341178,0.00005311871,0.00002275334,5.524245e-7,0.0004852485,0.00001150115,6.036589e-7,0.003202298,0.9958822,0.0001701423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003628879,0.0001468066,0.000008138102,0.1728638,0.0003968746,0.0003237519,0.0001514699,0.00003862463,0.8260342],"genre_scores_gemma":[0.003033754,0.0008328495,0.00004793382,0.004489508,0.0005655115,0.000009485543,0.00005790704,0.00001266245,0.9909504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4631538,"threshold_uncertainty_score":0.9992296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925477086","doi":"10.18356/9789210018289c184","title":"United Republic of Tanzania","year":2022,"lang":"en","type":"book-chapter","venue":"Permanent missions to the United Nations","topic":"Management Theory and Practice","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tanzania; Government (linguistics); Population; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03966981909709972,"gpt":0.2605591930215801,"spread":0.2208893739244804,"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":[0.0009256302,0.0003442714,0.0002718751,0.01073185,0.001296572,0.000182787,0.001029296,0.000127163,0.03964521],"category_scores_gemma":[0.0007590306,0.0002802063,0.0001860951,0.004071885,0.00007223971,0.0004948587,0.0009153627,0.0006506352,0.001014962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006114074,"about_ca_system_score_gemma":0.00004399364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000374942,"about_ca_topic_score_gemma":0.00007248801,"domain_scores_codex":[0.9980905,0.00005622168,0.0005579855,0.0003772768,0.0006622603,0.0002557389],"domain_scores_gemma":[0.9973424,0.0005093905,0.0006567978,0.0009664026,0.0004841004,0.0000408894],"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":[0.00003351186,0.00006723428,0.000002806642,0.00007015505,0.000108169,0.000008184938,0.00009089417,0.001070484,0.00001344247,0.8128881,0.1851806,0.000466341],"study_design_scores_gemma":[0.0001944389,0.00001420521,0.00002461249,0.00010097,0.0004202072,0.000004336642,0.0001565399,0.0007180971,0.000001753483,0.008229028,0.9898145,0.0003212629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001868517,0.00007689469,0.00009014696,0.02528458,0.0005118201,0.0008541708,0.0001150644,0.0001838458,0.9726966],"genre_scores_gemma":[0.008517209,0.0002902005,0.00008879722,0.009256311,0.0007313135,0.0000854661,0.003965283,0.0001121164,0.9769533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8046591,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}