{"id":"W2882994843","doi":"10.4000/hommesmigrations.4204","title":"Les réfugiés en France","year":2018,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Art; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003406987,0.0002882875,0.0002498961,0.00008863357,0.001455056,0.0002298413,0.0004103493,0.000348907,0.003745728],"category_scores_gemma":[0.00037171,0.0002888804,0.0001862761,0.0004473724,0.002296363,0.0006618712,0.00005828221,0.0002555705,0.002193852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698065,"about_ca_system_score_gemma":0.000594203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03609585,"about_ca_topic_score_gemma":0.08573688,"domain_scores_codex":[0.997467,0.0004833277,0.0004640254,0.0004332058,0.0004522477,0.0007001516],"domain_scores_gemma":[0.9983261,0.0002960701,0.0001748221,0.0004211474,0.0005159551,0.0002658896],"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":[0.000002865312,0.0002037549,0.01418362,0.00002559803,0.00008056243,0.000002476527,0.2726796,0.00002311642,0.0003395946,0.1685822,0.5263079,0.0175687],"study_design_scores_gemma":[0.0001965891,0.00005132268,0.04380022,0.00005087262,0.00007584623,0.000004186464,0.03230659,0.0004628115,0.0004868728,0.0006809636,0.9215487,0.0003350048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088979,0.06444521,0.003016762,0.1748604,0.006957984,0.001029547,0.0004751351,0.0003855916,0.03993143],"genre_scores_gemma":[0.6139594,0.0004776467,0.00178075,0.004737854,0.0038089,0.00003473128,0.00006237753,0.00002666106,0.3751117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3952408,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021365408968551,"score_gpt":0.4048877326939011,"score_spread":0.302751191797046,"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."}}