{"id":"W7160422285","doi":"10.7202/1124892ar","title":"Fabrique, usages et effets des catégories migratoires internationales","year":2025,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Population; Public policy; Legislation; Ethnic group","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":["sts"],"category_scores_codex":[0.000811607,0.0003063654,0.0004036358,0.000162798,0.00137293,0.0003890578,0.0003605647,0.0002876789,0.0003498899],"category_scores_gemma":[0.0007710802,0.0003237785,0.0002480916,0.0005218975,0.00280349,0.000722789,0.0001911384,0.0003074734,0.00008962573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003618162,"about_ca_system_score_gemma":0.0005568363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06412391,"about_ca_topic_score_gemma":0.09970605,"domain_scores_codex":[0.9970114,0.001157988,0.0004320573,0.0003746299,0.0004164955,0.0006074262],"domain_scores_gemma":[0.9985142,0.0006085109,0.0001650334,0.0001235451,0.0004739005,0.0001147774],"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":[0.000009925886,0.0001025816,0.007419176,0.00009178289,0.0001259268,0.000003355574,0.1778521,9.127974e-7,0.00001725874,0.7475562,0.06100072,0.005820037],"study_design_scores_gemma":[0.000214465,0.00004174446,0.03383944,0.0002812261,0.00005211218,8.449821e-7,0.08920106,0.000007423784,0.000449182,0.2443686,0.6312408,0.000303105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1994512,0.02179727,0.0006564957,0.124797,0.001704321,0.0003335992,0.0002455398,0.000285308,0.6507292],"genre_scores_gemma":[0.8675942,0.01530236,0.0005492917,0.006375339,0.0008308577,0.00007792014,0.00003916842,0.00001945434,0.1092113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.668143,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966952387116072,"score_gpt":0.3985348532111691,"score_spread":0.3588653293400084,"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."}}