{"id":"W4382562885","doi":"10.4000/hommesmigrations.15509","title":"Le Prix du passage","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004019184,0.0001534307,0.0001840165,0.0001142239,0.001873996,0.0001438661,0.0001908846,0.000124569,0.0009994083],"category_scores_gemma":[0.000266285,0.0001677028,0.0001609735,0.001447048,0.000480763,0.0003529747,0.00007486685,0.0001391726,0.005667557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177547,"about_ca_system_score_gemma":0.0003312096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006834397,"about_ca_topic_score_gemma":0.08078039,"domain_scores_codex":[0.998501,0.0002276943,0.0002705264,0.0002545991,0.0003020276,0.0004441671],"domain_scores_gemma":[0.9992524,0.0002251448,0.00008268099,0.0002048442,0.00009723356,0.0001376654],"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":[9.161587e-7,0.00006101836,0.001109942,0.000008639103,0.00002807729,0.000004609189,0.0226447,0.00003179664,0.00002234403,0.3088954,0.6596605,0.00753204],"study_design_scores_gemma":[0.0001509376,0.00002313501,0.006447632,0.00002550124,0.00003059873,0.000001049029,0.03638663,0.0003954723,0.00002531108,0.005160332,0.9511742,0.0001792031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02975374,0.05662739,0.0009137025,0.6089671,0.004005614,0.0006487009,0.0002503621,0.0008442306,0.2979892],"genre_scores_gemma":[0.7236932,0.006462891,0.0001540804,0.0009236159,0.001037937,0.00008426344,0.00008251633,0.00001742939,0.2675441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6939394,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331102765754206,"score_gpt":0.3044421428585222,"score_spread":0.2711311152009802,"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."}}