{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"81600d289db6","filters":{"venue":"NAQD"}},"results":[{"id":"W2991139016","doi":"10.3917/naqd.028.0265","title":"Surmonter l'exil par le militantisme","year":2010,"lang":"fr","type":"article","venue":"NAQD","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","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":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Myriam Hachimi-Alaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066122683471993,"gpt":0.389869205253755,"spread":0.2832569369065556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005372184,0.0002126212,0.0002256781,0.00004143983,0.0005086058,0.0001218375,0.000353982,0.0004070162,0.002110624],"category_scores_gemma":[0.0003440212,0.0002067414,0.0001699866,0.0001768047,0.001549054,0.0004609211,0.00005261652,0.0004250938,0.001325035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652108,"about_ca_system_score_gemma":0.0007714846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03462767,"about_ca_topic_score_gemma":0.06114336,"domain_scores_codex":[0.9979182,0.0002374642,0.0003415502,0.0003696486,0.0004422524,0.0006908163],"domain_scores_gemma":[0.9988239,0.00013491,0.0001062587,0.0003580568,0.0002792179,0.0002976626],"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":[0.00001186912,0.000395361,0.04066556,0.00006743165,0.0001053806,0.00002244967,0.1356144,0.000005755163,0.01633805,0.413739,0.3844509,0.00858382],"study_design_scores_gemma":[0.0003239395,0.00001886134,0.06088869,0.00001580739,0.00002780598,0.00000466103,0.004910905,0.0001222304,0.001751927,0.0008489569,0.9308066,0.0002795965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930469,0.001671422,0.00002619598,0.05419047,0.007898634,0.0002694002,0.00007170036,0.00008775849,0.04273758],"genre_scores_gemma":[0.7928153,0.0001141564,0.0006956347,0.003554762,0.00164342,0.000008248766,0.00001462826,0.00002086357,0.201133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463557,"threshold_uncertainty_score":0.9994525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1581738133","doi":"10.3917/naqd.022.0091","title":"Violences et images de femmes dans la presse écrite algérienne","year":2006,"lang":"fr","type":"article","venue":"NAQD","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social 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":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Ghania Mouffok","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07382656743388563,"gpt":0.3975455144051845,"spread":0.3237189469712989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525923,0.0002373519,0.0002135278,0.00004748188,0.0003821406,0.0002924762,0.0003507081,0.0002724546,0.0003039572],"category_scores_gemma":[0.0002210994,0.0002228247,0.0001296761,0.0002004699,0.001675658,0.0006001121,0.00005781126,0.000222666,0.0001565708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095133,"about_ca_system_score_gemma":0.0005579244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05807484,"about_ca_topic_score_gemma":0.02510763,"domain_scores_codex":[0.9973913,0.0007542705,0.0003297256,0.000362747,0.0004221273,0.0007398552],"domain_scores_gemma":[0.9988796,0.0003709896,0.0001441257,0.0002176477,0.0002063461,0.0001813498],"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":[0.00001321922,0.0005039519,0.1041299,0.0001391999,0.00007654737,0.00007255269,0.2668336,0.0005709619,0.005707599,0.3719475,0.245374,0.004630941],"study_design_scores_gemma":[0.0003369635,0.00003437243,0.2178951,0.000126301,0.00008677856,0.00001921018,0.04007751,0.0002980157,0.006863688,0.005457085,0.7283631,0.0004419024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719175,0.006885982,0.000278774,0.03098908,0.0009610622,0.0002817345,0.0002290266,0.0001333454,0.0883235],"genre_scores_gemma":[0.8278373,0.001090468,0.001214633,0.002055965,0.001042641,0.00001978466,0.00003626872,0.00002218247,0.1666807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.482989,"threshold_uncertainty_score":0.9926816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1670606026","doi":"","title":"Surmonter l'exil par le militantisme","year":2010,"lang":"fr","type":"article","venue":"NAQD","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","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":"Humanities; Political science; Art","authors":[{"name":"Myriam Hachimi Alaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066122683471993,"gpt":0.389869205253755,"spread":0.2832569369065556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005372184,0.0002126212,0.0002256781,0.00004143983,0.0005086058,0.0001218375,0.000353982,0.0004070162,0.002110624],"category_scores_gemma":[0.0003440212,0.0002067414,0.0001699866,0.0001768047,0.001549054,0.0004609211,0.00005261652,0.0004250938,0.001325035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652108,"about_ca_system_score_gemma":0.0007714846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03462767,"about_ca_topic_score_gemma":0.06114336,"domain_scores_codex":[0.9979182,0.0002374642,0.0003415502,0.0003696486,0.0004422524,0.0006908163],"domain_scores_gemma":[0.9988239,0.00013491,0.0001062587,0.0003580568,0.0002792179,0.0002976626],"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":[0.00001186912,0.000395361,0.04066556,0.00006743165,0.0001053806,0.00002244967,0.1356144,0.000005755163,0.01633805,0.413739,0.3844509,0.00858382],"study_design_scores_gemma":[0.0003239395,0.00001886134,0.06088869,0.00001580739,0.00002780598,0.00000466103,0.004910905,0.0001222304,0.001751927,0.0008489569,0.9308066,0.0002795965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930469,0.001671422,0.00002619598,0.05419047,0.007898634,0.0002694002,0.00007170036,0.00008775849,0.04273758],"genre_scores_gemma":[0.7928153,0.0001141564,0.0006956347,0.003554762,0.00164342,0.000008248766,0.00001462826,0.00002086357,0.201133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463557,"threshold_uncertainty_score":0.9994525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1583264164","doi":"10.3917/naqd.030.0181","title":"Larmes de courage","year":2013,"lang":"fr","type":"article","venue":"NAQD","topic":"Agriculture and Rural Development Research","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":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Art; Martyr; Philosophy; Political science; Theology","authors":[{"name":"Ellen Ndeshi Namhila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418930536363855,"gpt":0.2303022510853702,"spread":0.2161129457217316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002076696,0.0001518083,0.0001455724,0.000008810252,0.0002482072,0.000191246,0.0002939405,0.0002299825,0.05134841],"category_scores_gemma":[0.00004397197,0.00005017069,0.00009447947,0.0003255179,0.0001195567,0.000249017,0.0001050401,0.0002514375,0.01408408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006902953,"about_ca_system_score_gemma":0.00002895498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999817,"about_ca_topic_score_gemma":0.000163842,"domain_scores_codex":[0.9985847,0.0001024048,0.0001572891,0.0002267695,0.000271844,0.0006570035],"domain_scores_gemma":[0.9994159,0.0001227678,0.00003901758,0.00004167504,0.0001251874,0.0002554203],"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":[0.000002557348,0.00008608759,0.009661124,0.00001709067,0.00001878929,0.00001854748,0.0001142826,9.846523e-7,0.02785699,0.004459613,0.7011989,0.256565],"study_design_scores_gemma":[0.00006869467,0.00009685574,0.4376069,0.00003808285,0.000006131517,0.00002525973,0.0004271012,0.00003542859,0.001815592,0.003668548,0.5560414,0.0001700435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373472,0.009491325,0.00000891671,0.29561,0.0006541013,0.000441163,0.00001978938,0.00007404781,0.05635349],"genre_scores_gemma":[0.5350322,0.001545689,0.0002391454,0.001212888,0.0009796877,0.00003407575,0.000032998,0.000001183968,0.4609222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279458,"threshold_uncertainty_score":0.9866835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}