{"id":"W4409219514","doi":"10.4000/13lo2","title":"Kamel Daoud, Houris","year":2025,"lang":"en","type":"article","venue":"Mondes & Migrations","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mathematics","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":[0.0005551775,0.0005707736,0.0002335686,0.0007352298,0.006403014,0.002965068,0.000481985,0.001534919,0.01991315],"category_scores_gemma":[0.001795374,0.0002300084,0.0001587164,0.0006072176,0.002004046,0.003261508,0.001531704,0.002609888,0.006654681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094743,"about_ca_system_score_gemma":0.002293393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139828,"about_ca_topic_score_gemma":0.02279422,"domain_scores_codex":[0.9995597,0.0001296965,0.00001732781,0.0000908259,0.0001293483,0.00007310967],"domain_scores_gemma":[0.9995341,0.0001285505,0.00005279711,0.00001976355,0.0001840715,0.00008075644],"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":[0.0001213663,0.0000420891,0.002205489,0.0004549639,0.00001351583,0.001044157,0.04100867,0.00008621556,0.001144071,0.1690336,0.6669903,0.1178555],"study_design_scores_gemma":[0.000003311039,0.000008209285,0.0008869406,0.0001003164,0.000003950199,0.000273295,0.009744575,0.00003638263,0.0003626792,0.003597821,0.984973,0.000009463527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0331937,0.09576461,0.004368283,0.2878543,0.0289177,0.00008928424,0.0006635792,0.0003343759,0.5488142],"genre_scores_gemma":[0.2201553,0.03201484,0.003039906,0.04341797,0.002231467,0.00009309688,0.000200616,0.0002506459,0.6985962],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01991315,"threshold_uncertainty_score":0.06661606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796920979480521,"score_gpt":0.247178254884246,"score_spread":0.2292090450894408,"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."}}