{"id":"W4409219351","doi":"10.4000/13loa","title":"David Krakauer et Kinan Azmeh","year":2025,"lang":"fr","type":"article","venue":"Mondes & Migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102954,0.0004713453,0.0003608414,0.0007596517,0.006034335,0.004123062,0.0005325982,0.001531944,0.02950896],"category_scores_gemma":[0.002539264,0.0002432176,0.0001473147,0.000587368,0.003142764,0.003684013,0.002014107,0.002984629,0.006488592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042806,"about_ca_system_score_gemma":0.003429035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133667,"about_ca_topic_score_gemma":0.04181694,"domain_scores_codex":[0.998944,0.0003000116,0.00003180408,0.0001870137,0.000362095,0.0001750219],"domain_scores_gemma":[0.9990526,0.0002247204,0.0001182446,0.00004153009,0.0003208045,0.0002421093],"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":[0.0001301761,0.00004085402,0.002247793,0.0002956488,0.00001415104,0.0002882782,0.01701174,0.0001113947,0.0007140751,0.1932075,0.6770688,0.1088696],"study_design_scores_gemma":[0.000003923268,0.000008040969,0.00138999,0.00009768656,0.000002788309,0.0001609635,0.005320817,0.00003976458,0.0001708827,0.005017016,0.987773,0.00001520318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02823739,0.1436178,0.003379969,0.2974424,0.01754397,0.00006107284,0.0003384255,0.0001977376,0.5091813],"genre_scores_gemma":[0.2018916,0.03551496,0.001848995,0.02362863,0.001429349,0.00004944355,0.0001106484,0.0001552013,0.7353711],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02950896,"threshold_uncertainty_score":0.09871727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096774334023953,"score_gpt":0.4290424497402441,"score_spread":0.3193650163378488,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}