{"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":"1a0b6e4e3529","filters":{"venue":"Égypte/Monde arabe"}},"results":[{"id":"W1556987677","doi":"10.4000/ema.3036","title":"Chiffonniers et entreprises privées internationales","year":2011,"lang":"fr","type":"article","venue":"Égypte/Monde arabe","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Lise Debout","is_ca":false},{"name":"Bénédicte Florin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06871353615107384,"gpt":0.2926794811698584,"spread":0.2239659450187845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264329,0.0003463707,0.0002383932,0.001304331,0.007272297,0.005542456,0.0004940527,0.0009670229,0.02091439],"category_scores_gemma":[0.002175056,0.000265601,0.0001550983,0.003635983,0.006334643,0.002723437,0.00396128,0.001784802,0.001000052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01361772,"about_ca_system_score_gemma":0.008989489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1400808,"about_ca_topic_score_gemma":0.2318715,"domain_scores_codex":[0.998655,0.0002977134,0.00004585449,0.0001626173,0.0002167961,0.0006221209],"domain_scores_gemma":[0.9989234,0.0002844736,0.0003134216,0.0000957179,0.0001871046,0.0001959478],"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":[0.0001690162,0.00003783488,0.02508072,0.0003757997,0.00003212971,0.001178815,0.1429947,0.0005115069,0.0008345914,0.7416858,0.009112773,0.07798624],"study_design_scores_gemma":[0.00002251688,0.00005749241,0.06513473,0.0007532242,0.00003135349,0.0005005298,0.136235,0.0003318774,0.0007026803,0.01699266,0.7791895,0.00004848929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4299526,0.01426622,0.001983179,0.01223383,0.0001820464,0.00006302493,0.0003208656,0.00005715868,0.5409411],"genre_scores_gemma":[0.8722781,0.005294533,0.0008349976,0.0005849524,0.00004186984,0.00003241633,0.0001392865,0.00002934695,0.1207644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1400808,"threshold_uncertainty_score":0.278531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626773686","doi":"10.4000/ema.3671","title":"Voicing refugeeness: Sudanese struggles for belonging in Egypt and Israel","year":2017,"lang":"en","type":"article","venue":"Égypte/Monde arabe","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Refugee; Political science; Politics; Human rights; Denial; Statutory law; Mobilization; Law; Political economy; Sociology","authors":[{"name":"Pauline Brücker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02576812923785136,"gpt":0.3612622133038053,"spread":0.3354940840659539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002538998,0.0005264345,0.0004113617,0.001158111,0.01594488,0.006088835,0.0007829965,0.001929946,0.004888796],"category_scores_gemma":[0.001158898,0.0002300726,0.0002357424,0.0009594922,0.009978613,0.002498935,0.008620326,0.002234266,0.0003940257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004779017,"about_ca_system_score_gemma":0.00358847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734431,"about_ca_topic_score_gemma":0.03797191,"domain_scores_codex":[0.9989612,0.0004476324,0.00002683065,0.00004341199,0.00009858926,0.0004223319],"domain_scores_gemma":[0.9996334,0.00008739234,0.00006342153,0.00001580079,0.00004398858,0.0001559816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001395944,0.0001315507,0.01190175,0.0001494699,0.00001916015,0.004077334,0.9119712,0.00006643892,0.00159265,0.04262921,0.00282163,0.02450008],"study_design_scores_gemma":[0.000008699463,0.00002732631,0.00409199,0.0001164964,0.000004742463,0.0005490478,0.9677289,0.00003140617,0.0001619035,0.001022177,0.02624599,0.0000112925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717139,0.001149628,0.0001071957,0.003799285,0.00008065737,0.00002163669,0.00001588822,0.0000039075,0.02310798],"genre_scores_gemma":[0.9887291,0.001345064,0.0001307165,0.001214254,0.00003637032,0.00001610064,0.00002303645,0.00000724961,0.00849813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01734431,"threshold_uncertainty_score":0.03467429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550098089","doi":"10.4000/ema.3574","title":"The South Sudan House in Amarat: South Sudanese enclaves in Khartoum","year":2016,"lang":"en","type":"article","venue":"Égypte/Monde arabe","topic":"African history and culture studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Geography; Ancient history; Socioeconomics; Archaeology; History; Sociology","authors":[{"name":"Katarzyna Grabska","is_ca":true},{"name":"Peter Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0180322337781285,"gpt":0.2574789340026334,"spread":0.2394467002245049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002396,0.0006013282,0.0004884637,0.0009796782,0.02515306,0.003664562,0.0009240189,0.001299552,0.005228898],"category_scores_gemma":[0.001223075,0.0005607944,0.0002286614,0.001954795,0.006724066,0.002047884,0.004437684,0.001595644,0.0003980176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004083632,"about_ca_system_score_gemma":0.002781803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04499173,"about_ca_topic_score_gemma":0.1705125,"domain_scores_codex":[0.9988647,0.0006143368,0.00002554354,0.00006788681,0.0001017987,0.0003257656],"domain_scores_gemma":[0.9993501,0.0002344741,0.0001306664,0.00003744201,0.00006698346,0.000180327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005964771,0.0001003424,0.0142332,0.000176178,0.00001480984,0.006276205,0.9663821,0.00005072263,0.002360218,0.003034925,0.001215469,0.006096278],"study_design_scores_gemma":[0.000003398819,0.00003906106,0.01689817,0.00008374581,0.000007382007,0.0005281129,0.966391,0.00003281551,0.0002703484,0.0001362217,0.01560013,0.000009763346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945985,0.0006150516,0.00007217118,0.0006310609,0.00005501847,0.00002487063,0.00002601453,0.000003280549,0.003974027],"genre_scores_gemma":[0.9955587,0.0008201086,0.0001281001,0.0003304447,0.00003508574,0.00002709218,0.00003422723,0.00000901299,0.003057124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04499173,"threshold_uncertainty_score":0.08945972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2624752970","doi":"10.4000/ema.3654","title":"Introduction - Les migrations internationales dans l’Égypte postrévolutionnaire","year":2017,"lang":"fr","type":"article","venue":"Égypte/Monde arabe","topic":"Political and Social Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","authors":[{"name":"Pauline Brücker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03598397880142861,"gpt":0.3267316397132891,"spread":0.2907476609118605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917278,0.0002834204,0.0001472232,0.001012715,0.002182662,0.002868526,0.0004864146,0.0006774957,0.02197483],"category_scores_gemma":[0.0008611238,0.0001321947,0.0002237457,0.002332833,0.001306588,0.001527526,0.001856643,0.001106959,0.001924611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003679851,"about_ca_system_score_gemma":0.002987319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05384701,"about_ca_topic_score_gemma":0.05627038,"domain_scores_codex":[0.9996433,0.00007462011,0.00002911109,0.00004010447,0.00005826303,0.0001546187],"domain_scores_gemma":[0.999661,0.00005796472,0.0001090542,0.00002333659,0.00009449716,0.00005421177],"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":[0.000700033,0.0001681094,0.1219386,0.001649485,0.00007954251,0.004409477,0.2577105,0.0008969505,0.004760957,0.3212455,0.04310074,0.2433401],"study_design_scores_gemma":[0.00001750182,0.00005887692,0.1111937,0.0005330647,0.00001837465,0.0007352418,0.08750043,0.0001036898,0.0009895633,0.002237337,0.7965806,0.00003164429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504254,0.01070235,0.0007919411,0.01428912,0.0005882845,0.00004194241,0.001810639,0.00006000781,0.1212903],"genre_scores_gemma":[0.7968854,0.007564643,0.0007696365,0.00133429,0.0002273633,0.00006213503,0.0007859989,0.00004565974,0.1923249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05384701,"threshold_uncertainty_score":0.1070672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2554514052","doi":"10.4000/ema.3579","title":"Être, devenir et ne plus être janûbi : parcours de l’identité « sudiste » entre le CPA et l’après 2011 dans un quartier populaire de la ville de Khartoum (Deim)","year":2016,"lang":"en","type":"article","venue":"Égypte/Monde arabe","topic":"African history and culture analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Quarter (Canadian coin); Identity (music); Ethnography; Ethnic group; Context (archaeology); Gender studies; Ethnology; Geography; Anthropology; Art","authors":[{"name":"Barbara Casciarri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278633051193346,"gpt":0.2603857637286802,"spread":0.2475994332167468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154501,0.0002200591,0.0002351721,0.0005924831,0.005329068,0.004207677,0.0004228161,0.0006348523,0.001398049],"category_scores_gemma":[0.002125534,0.0002455857,0.0001191126,0.001089967,0.004148743,0.002083552,0.002232721,0.001485454,0.0001911422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00371035,"about_ca_system_score_gemma":0.002637238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07928409,"about_ca_topic_score_gemma":0.09885514,"domain_scores_codex":[0.9989825,0.0005240637,0.00002835064,0.0001121595,0.000118109,0.0002348008],"domain_scores_gemma":[0.9994618,0.0002011615,0.000155984,0.00002552895,0.00007040324,0.00008505731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001616768,0.00005602014,0.0623953,0.0000894781,0.0000138522,0.001846616,0.8813165,0.00008370269,0.001742554,0.0247977,0.001035877,0.02646074],"study_design_scores_gemma":[0.000004888368,0.00006699214,0.1450038,0.0001056934,0.0000123248,0.001015842,0.803174,0.0001584182,0.0006387678,0.001291675,0.048499,0.00002866944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993141,0.0009688131,0.0001465216,0.001179211,0.00005462511,0.000005935823,0.00002396882,0.000001615727,0.004478435],"genre_scores_gemma":[0.9975343,0.0004998589,0.00009724693,0.0001343685,0.00002205388,0.000006362479,0.00001257772,0.00000309481,0.001690106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07928409,"threshold_uncertainty_score":0.1576452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1546987450","doi":"10.4000/ema.3008","title":"Le quartier des chiffonniers de Manshiat Nasser au Caire : un espace disputé","year":2011,"lang":"fr","type":"article","venue":"Égypte/Monde arabe","topic":"Urban and Rural Development Challenges","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Wael Fahmi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04421905861176281,"gpt":0.2435690180324673,"spread":0.1993499594207045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009087655,0.0002805419,0.0001994597,0.0005777761,0.009632942,0.003057779,0.0008699512,0.001427556,0.01636585],"category_scores_gemma":[0.00169496,0.0002357484,0.0001258214,0.001425711,0.006824754,0.001402407,0.002277885,0.001776704,0.0005250908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01342585,"about_ca_system_score_gemma":0.008458139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3390962,"about_ca_topic_score_gemma":0.562958,"domain_scores_codex":[0.9994183,0.0001197633,0.00001129102,0.00007855213,0.0001219457,0.0002500801],"domain_scores_gemma":[0.9989952,0.000440429,0.0001801526,0.00005812634,0.000152706,0.0001733377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002987889,0.00004797972,0.05610117,0.0005908342,0.00003223671,0.006724335,0.6347812,0.0005554363,0.003817503,0.2297617,0.007967917,0.05932089],"study_design_scores_gemma":[0.00002718867,0.0001276776,0.2156499,0.0005922893,0.00002496944,0.001060321,0.4041254,0.0005992894,0.001801775,0.008487858,0.3674381,0.00006522211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795077,0.004557441,0.0005851777,0.01585539,0.0001127657,0.00003998293,0.0001317712,0.00001361519,0.09919611],"genre_scores_gemma":[0.9585992,0.001101623,0.0002869396,0.0005951477,0.00003383218,0.00001618806,0.00004406568,0.00000883992,0.03931418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390962,"threshold_uncertainty_score":0.674245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}