{"id":"W7158007817","doi":"10.7202/1124606ar","title":"Da Silva Amanda, Cécile Giraud, Josepha Milazzo et Kelly Poulet (dir.), 2023, L’expérience migratoire. De la parole aux dispositifs. Louvain-la-Neuve, Éditions Academia, coll. « Transitions sociales et résistances », 270 p.","year":2025,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Perspective (graphical); Selection (genetic algorithm)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0031338,0.0007192855,0.0009950141,0.00021149,0.005671892,0.000588702,0.0008877448,0.001408867,0.006803104],"category_scores_gemma":[0.00134253,0.0007694199,0.0006930273,0.001736573,0.01763812,0.0009898553,0.0001974285,0.002068571,0.0001791642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839794,"about_ca_system_score_gemma":0.003515015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01418394,"about_ca_topic_score_gemma":0.04042421,"domain_scores_codex":[0.9908682,0.004942591,0.000980226,0.001049248,0.0007950015,0.001364752],"domain_scores_gemma":[0.9942952,0.004223588,0.0003323954,0.0004464842,0.000381715,0.0003206366],"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":[0.00004670469,0.0007174865,0.00137241,0.0001104598,0.0002711584,0.00007587297,0.02405086,0.0001114859,0.0003194304,0.2078795,0.7615682,0.003476494],"study_design_scores_gemma":[0.00111091,0.0001594859,0.003738793,0.0004483911,0.0003905358,0.00001241979,0.1771548,0.000106503,0.0004500244,0.05882395,0.7567435,0.0008607243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02575076,0.07003737,0.005179189,0.6301101,0.007621031,0.001221194,0.004857807,0.0005963542,0.2546262],"genre_scores_gemma":[0.7866895,0.1606581,0.0007499473,0.01370132,0.0003399425,0.0003742266,0.0002771458,0.00004368588,0.03716619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7609387,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09558806272073325,"score_gpt":0.5221208141615719,"score_spread":0.4265327514408386,"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."}}