{"id":"W3005592084","doi":"10.4000/hommesmigrations.10676","title":"La situation des Subsahariens en Tunisie","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Political science; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002786886,0.0001381782,0.0001832734,0.00002541338,0.0008116285,0.0001765249,0.0001941042,0.0002393439,0.0009246991],"category_scores_gemma":[0.0008689796,0.0001489181,0.0001349137,0.0005406205,0.001096086,0.000458791,0.00004442561,0.0002306625,0.0008433511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125545,"about_ca_system_score_gemma":0.0002242803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815083,"about_ca_topic_score_gemma":0.007219957,"domain_scores_codex":[0.998204,0.0006788113,0.0002252178,0.0002135484,0.0002624889,0.0004159333],"domain_scores_gemma":[0.998773,0.0006094514,0.00003559576,0.00009271736,0.00009811629,0.0003910512],"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":[0.000003222813,0.0001269784,0.00100321,0.00002748257,0.00003411447,0.000009574443,0.3255183,0.000009764055,0.000191258,0.5933568,0.03825914,0.04146013],"study_design_scores_gemma":[0.0001320924,0.00005863571,0.008788086,0.00003248078,0.00009140134,8.701862e-7,0.04163047,0.0004532997,0.0001674999,0.03813384,0.9103021,0.0002092251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5694239,0.06326602,0.003403645,0.2647863,0.000687024,0.0003713175,0.00023087,0.0002730429,0.09755788],"genre_scores_gemma":[0.9775139,0.001072665,0.0006188002,0.00178094,0.001318456,0.0000166097,0.00003858909,0.00001360641,0.01762644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.872043,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218956031177876,"score_gpt":0.3293906784115055,"score_spread":0.2772011180997268,"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."}}