{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"2c400209865d","filters":{"venue":"Open Access Publications (University of Geneva Libararies)"}},"results":[{"id":"W7025172047","doi":"","title":"UNESCO, the World Bank, and the struggle over education for development through the lens of the Faure report (1972) and the Delors report (1996)","year":2023,"lang":"en","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Treasure; International education; Neoliberalism (international relations); Position (finance); Comparative education; Redistribution (election); Order (exchange); International development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03947530675349328,"gpt":0.2990801982228145,"spread":0.2596048914693213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001150164,0.000122021,0.0001781463,0.000006451637,0.002063553,0.00035197,0.002306839,0.00004528266,0.0003722027],"category_scores_gemma":[0.0001668941,0.00005769888,0.00007434306,0.001253977,0.002050221,0.001154886,0.00256599,0.0001271055,0.000003925422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006052596,"about_ca_system_score_gemma":0.0003262603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005394509,"about_ca_topic_score_gemma":0.005629505,"domain_scores_codex":[0.9987816,0.0001275557,0.0002724896,0.000323487,0.0003229119,0.000171989],"domain_scores_gemma":[0.9980024,0.0003358317,0.0005572732,0.0009796896,0.00009209647,0.00003269977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003567101,0.0001985702,0.1566208,0.00004186575,0.0003731269,0.000002393392,0.02592308,0.0009123476,0.00006060391,0.4123046,0.3845642,0.01864178],"study_design_scores_gemma":[0.0006667502,0.000005371995,0.4963344,0.00001036902,0.00009343566,0.00001897545,0.008676002,0.0005151646,0.00005135004,0.009958162,0.4835618,0.0001081824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280196,0.0003370653,0.002166933,0.1858239,0.0002847052,0.003903987,0.00002875902,0.00003663885,0.0793984],"genre_scores_gemma":[0.951289,0.0001222317,0.001326591,0.0008438328,0.00002760027,0.00007526145,0.00003521767,0.00001274679,0.04626752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4023464,"threshold_uncertainty_score":0.9992356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071129148","doi":"","title":"Rossen DJAGALOV. From Internationalism to Postcolonialism: Literature and Cinema between the Second and the Third Worlds. Montreal &amp; Kingston, London, Chicago: McGill-Queen’s University Press, 2020, 328p.","year":2022,"lang":"en","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","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":"Internationalism (politics); Movie theater; Narrative; National cinema","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02463982935096291,"gpt":0.2450958508819648,"spread":0.2204560215310019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002646541,0.0001880089,0.0003158158,0.00009357325,0.003965988,0.001671915,0.002269472,0.00004582636,0.001297657],"category_scores_gemma":[0.00004161243,0.0001431818,0.00007895201,0.0003183175,0.0006900927,0.002671374,0.004433979,0.0003005213,0.000003815705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008221717,"about_ca_system_score_gemma":0.00007020985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03400553,"about_ca_topic_score_gemma":0.01195915,"domain_scores_codex":[0.9986851,0.0002530012,0.0001827945,0.0004264211,0.0002591088,0.0001936273],"domain_scores_gemma":[0.9985694,0.0002674138,0.0002597844,0.0003984038,0.0003998079,0.0001051773],"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":[0.0005685968,0.00006053596,0.003014646,0.00001742969,0.0004844558,0.000006135373,0.07201342,0.000009926662,0.000008534182,0.6759587,0.2468464,0.00101128],"study_design_scores_gemma":[0.0009507733,0.00002655853,0.09173499,0.00001267406,0.000105685,0.000003009278,0.003483036,0.00001224799,0.000003689215,0.00599008,0.8975064,0.000170899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5055184,0.001322546,0.00001771415,0.3508324,0.0003206255,0.002069398,0.01324538,0.0001032709,0.1265702],"genre_scores_gemma":[0.7638201,0.0003857359,0.0002068389,0.002637011,0.0002455513,0.00001679436,0.000858993,0.00001690947,0.2318121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6699686,"threshold_uncertainty_score":0.9996153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115290254","doi":"","title":"Fixer des parcours, négocier des décisions: L'enfance métisse au prisme des commissions de tutelle au Congo belge (1890-1960)","year":2025,"lang":"fr","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"History of Emotions Research","field":"Arts and Humanities","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":"Colonialism; Legal guardian; Context (archaeology); Colonial period; Control (management)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1340536476527432,"gpt":0.3924811601311913,"spread":0.258427512478448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001332436,0.000408975,0.000612364,0.00117709,0.01946888,0.00226662,0.006249494,0.0003189972,0.01913433],"category_scores_gemma":[0.0009060257,0.0005187186,0.0002855469,0.001876155,0.01132618,0.008880263,0.004588895,0.0005860353,0.0002165939],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590143,"about_ca_system_score_gemma":0.007394746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1042302,"about_ca_topic_score_gemma":0.08818498,"domain_scores_codex":[0.9964011,0.00069379,0.0005289108,0.0008031106,0.000477504,0.001095574],"domain_scores_gemma":[0.9944534,0.0006858074,0.0003569588,0.001522243,0.002315805,0.0006657764],"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":[0.00009345343,0.001185464,0.01821665,0.0003589872,0.0003938172,0.00001101052,0.0581485,0.0001234145,0.00006045351,0.6563805,0.2349399,0.03008778],"study_design_scores_gemma":[0.0008129464,0.0000856,0.07105907,0.0005192679,0.0002354015,0.000007759007,0.02480983,0.000514155,0.00006584069,0.04034923,0.8611044,0.0004364627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2000801,0.01196493,0.02094181,0.04562625,0.0006471543,0.001957625,0.001315698,0.0001729698,0.7172935],"genre_scores_gemma":[0.1926008,0.003170144,0.01818414,0.0002712935,0.0001637176,0.00003282505,0.0002592607,0.00005598564,0.7852618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6261645,"threshold_uncertainty_score":0.9997264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115366656","doi":"","title":"Lumumba en Chine: Une réponse-appropriation politico-culturelle","year":2023,"lang":"fr","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"China's Global Influence and Migration","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":"University of Alberta","funders":"","keywords":"Communism; China; Musical; Politics; Cultural revolution; Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07043346185638459,"gpt":0.3846938251534991,"spread":0.3142603632971145,"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":[0.0007869126,0.0002170129,0.0003299351,0.0003934368,0.00203779,0.001475622,0.003731027,0.0003468258,0.002169361],"category_scores_gemma":[0.0003986265,0.000279248,0.0001582436,0.006977234,0.0008418717,0.01031362,0.001497398,0.000245205,0.0009331044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480382,"about_ca_system_score_gemma":0.00136066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1262139,"about_ca_topic_score_gemma":0.02212539,"domain_scores_codex":[0.9976366,0.000440566,0.0003164457,0.0005597031,0.0005262179,0.0005204529],"domain_scores_gemma":[0.9976554,0.0001655476,0.0004393653,0.0006324358,0.00081729,0.0002899934],"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":[0.00002868412,0.000191006,0.003018528,0.00003555808,0.00008902013,0.000002512833,0.01589468,0.0003359381,0.0001713925,0.7381945,0.2335157,0.008522475],"study_design_scores_gemma":[0.0005614618,0.00004003587,0.1109319,0.00004621738,0.000129343,0.000002266509,0.02580739,0.001423531,0.00007543193,0.0513773,0.8092605,0.0003446259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2629172,0.001348363,0.002079142,0.4536043,0.001200013,0.002061052,0.0006633708,0.0003680487,0.2757586],"genre_scores_gemma":[0.645554,0.006031877,0.002200981,0.001216153,0.0004797104,0.00001784418,0.001416418,0.00003804619,0.343045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6868172,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011082186","doi":"","title":"La scolarisation des enfants d’origine immigrante au Canada: des politiques à la pratique","year":2023,"lang":"fr","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Immigration; Diversity (politics); Ethnic group; Prejudice (legal term); Cultural diversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07163345236239764,"gpt":0.2969318952492164,"spread":0.2252984428868187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006104505,0.0001881395,0.0002518621,0.0001718303,0.00113573,0.001194397,0.00299135,0.0002327208,0.001010607],"category_scores_gemma":[0.0002157188,0.000137467,0.00007051121,0.002582724,0.001192408,0.006036062,0.00215142,0.0001814834,0.00003107786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790378,"about_ca_system_score_gemma":0.0009121622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9458064,"about_ca_topic_score_gemma":0.9408716,"domain_scores_codex":[0.9984394,0.0002913284,0.0002042376,0.0004022305,0.0002289704,0.0004338662],"domain_scores_gemma":[0.998724,0.0002714106,0.0002364291,0.0002215869,0.0004203614,0.0001262182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003341937,0.0001703768,0.1310395,0.0001330765,0.0001641128,0.00002093473,0.001573631,0.00003178612,0.0004886609,0.6555113,0.05445629,0.1563769],"study_design_scores_gemma":[0.0001365388,0.00004199603,0.5853287,0.00007111956,0.00004696812,0.000003165462,0.01033078,0.0001155484,0.0007246487,0.02537904,0.3776154,0.000206141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8560268,0.000393069,0.0001721714,0.0664596,0.0001224638,0.0006172548,0.0003312039,0.0002269576,0.07565046],"genre_scores_gemma":[0.9487901,0.001836527,0.0008508989,0.00009553079,0.00006134649,0.000008844404,0.0003529002,0.000003869777,0.04800001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6301322,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155469522","doi":"","title":"Favoriser l’éducation inclusive à travers les relations école-famille immigrante et réfugiée : analyse de récits de pratique de directions d’établissement","year":2025,"lang":"fr","type":"article","venue":"Open Access Publications (University of Geneva Libararies)","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Qualitative research; Work (physics); Data collection; Field (mathematics); Government (linguistics)","authors":[{"name":"Marc Donald Jean Baptiste","is_ca":false},{"name":"Geneviève Audet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04508516911246765,"gpt":0.3767861881479277,"spread":0.33170101903546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001484801,0.0002362684,0.0003578633,0.0007822104,0.004242471,0.001066736,0.00207305,0.0003088647,0.003032931],"category_scores_gemma":[0.0007794719,0.0003216423,0.0001927068,0.004559262,0.0007749462,0.004747036,0.001007997,0.0003614137,0.0000363291],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222857,"about_ca_system_score_gemma":0.00773404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2144779,"about_ca_topic_score_gemma":0.2801128,"domain_scores_codex":[0.9972929,0.001009087,0.0003837519,0.0005111429,0.0003017724,0.0005013717],"domain_scores_gemma":[0.9970887,0.0004126751,0.0004735632,0.0005178039,0.00124516,0.000262073],"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":[0.00003599315,0.0005119714,0.03689072,0.00003753761,0.0004358772,0.000001086318,0.05842851,0.001154604,0.0001139528,0.7163302,0.1817761,0.004283383],"study_design_scores_gemma":[0.0004995209,0.00002666783,0.1793292,0.00009753128,0.0004065839,0.000001302853,0.1509256,0.003023085,0.0001325728,0.01191219,0.6533625,0.0002831749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08269197,0.001789812,0.07431953,0.3284005,0.000479896,0.001494273,0.0003293334,0.0001256398,0.5103691],"genre_scores_gemma":[0.6090668,0.007221159,0.008415584,0.001615155,0.00008531295,0.00006540652,0.0002229296,0.00001987201,0.3732877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.704418,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}