{"id":"W7163541233","doi":"10.7202/1125328ar","title":"Splendeurs et misères des bords deroute","year":2025,"lang":"fr","type":"article","venue":"Sens public","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indian ocean; Clientelism; Manipulator (device)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005955359,0.0001549676,0.0001897553,0.0001353649,0.000870753,0.0002771315,0.0002032839,0.0001294237,0.001023438],"category_scores_gemma":[0.0006629255,0.0001558833,0.0001078884,0.001015528,0.0010379,0.0003853256,0.0000970839,0.0001700837,0.0003985113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344405,"about_ca_system_score_gemma":0.0004333109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003940094,"about_ca_topic_score_gemma":0.06130992,"domain_scores_codex":[0.9983442,0.0003834166,0.0002167541,0.0002634784,0.0002621812,0.0005299405],"domain_scores_gemma":[0.9992273,0.0001703073,0.00005965474,0.0001800386,0.0002312312,0.0001314262],"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":[0.00000243633,0.0000672517,0.006966396,0.00003855326,0.0000844943,0.000003946037,0.01340288,0.00000240218,0.00001225549,0.6484956,0.2884488,0.04247492],"study_design_scores_gemma":[0.0001540776,0.00001892396,0.01222547,0.00005153342,0.00002846997,9.845984e-7,0.01819653,0.00005284488,0.00003290233,0.01380257,0.9552922,0.0001434761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05576602,0.0197392,0.000435859,0.2708721,0.003131649,0.0001744758,0.00003598191,0.0001497755,0.6496949],"genre_scores_gemma":[0.7262088,0.004961479,0.0004997484,0.003614314,0.0003493202,0.00000974421,0.000009366585,0.000009103785,0.2643381],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6704428,"threshold_uncertainty_score":0.9998898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675431421075575,"score_gpt":0.3789806845029749,"score_spread":0.3114375423954174,"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."}}