{"id":"W4285123078","doi":"10.4000/hommesmigrations.13559","title":"L’expérience scolaire des étudiants issus de l’immigration","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002078532,0.0001880255,0.0001833285,0.0001198428,0.005547237,0.0001070755,0.0003886772,0.0001256687,0.00138246],"category_scores_gemma":[0.0006067379,0.0002402398,0.0001387716,0.001229085,0.001684684,0.000768123,0.00006851634,0.0003842499,0.00009480746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310494,"about_ca_system_score_gemma":0.001401384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987456,"about_ca_topic_score_gemma":0.007749953,"domain_scores_codex":[0.9968981,0.001369469,0.0003649708,0.0003733756,0.0004004303,0.0005936617],"domain_scores_gemma":[0.998309,0.0008797169,0.0001994621,0.0002314847,0.0001895867,0.000190797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004821032,0.0006865854,0.07488438,0.00003250457,0.00006862741,0.000005320988,0.5728735,0.0007758773,0.0001661362,0.2033144,0.1275909,0.01959699],"study_design_scores_gemma":[0.0001830544,0.0001083055,0.02674769,0.00003254343,0.00006284868,0.00002304561,0.6372988,0.0004606713,0.0000207759,0.0103822,0.3244171,0.0002629645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593882,0.05776229,0.001666108,0.07016943,0.004559932,0.0004920629,0.0001868782,0.0001314453,0.005643615],"genre_scores_gemma":[0.9766448,0.001878123,0.003046232,0.0008085985,0.001877188,0.0004448089,0.0001499024,0.00002147762,0.01512886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968262,"threshold_uncertainty_score":0.9995304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101291758037946,"score_gpt":0.400438120116404,"score_spread":0.299146362078458,"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."}}