{"id":"W4390721309","doi":"10.4000/hommesmigrations.16139","title":"Déserts","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geography; Environmental science","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":[0.0004830502,0.0004473044,0.0003102409,0.0008248251,0.003830872,0.00209729,0.0005365292,0.0008509196,0.13433],"category_scores_gemma":[0.000830559,0.0001613801,0.0002308126,0.0008171028,0.0009980666,0.0009556081,0.001862851,0.001002379,0.02639195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044671,"about_ca_system_score_gemma":0.001730584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02497582,"about_ca_topic_score_gemma":0.06898794,"domain_scores_codex":[0.9995942,0.00009130452,0.0000138035,0.00007903564,0.0001104841,0.0001112362],"domain_scores_gemma":[0.9996572,0.00003692743,0.00003862454,0.00003746876,0.0001063606,0.0001234466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003407121,0.00008850796,0.01164032,0.0005985477,0.00003075752,0.001812308,0.01748633,0.0001659053,0.00398469,0.1639466,0.5554589,0.2444464],"study_design_scores_gemma":[0.000004465077,0.00001079731,0.002426587,0.00004172053,0.000001718662,0.0001324776,0.001286762,0.0000114068,0.0000941144,0.0007707565,0.9952159,0.000003250533],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03883594,0.009325561,0.001483608,0.01064857,0.002240509,0.0001150921,0.003195124,0.0004225356,0.9337331],"genre_scores_gemma":[0.1457566,0.003802149,0.001815075,0.002948592,0.0004133958,0.00008084904,0.001837927,0.0001830951,0.8431622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.13433,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05741017583463778,"score_gpt":0.2993509468076995,"score_spread":0.2419407709730617,"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."}}