{"id":"W4240947617","doi":"10.4000/lidil.40","title":"L’intégration des migrants en terre francophone, 2005","year":2006,"lang":"fr","type":"article","venue":"Lidil","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Political science; Art; Sociology; Humanities","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006354613,0.000156586,0.0001997387,0.0000737467,0.001041383,0.0001432231,0.0001863419,0.0002517283,0.002123209],"category_scores_gemma":[0.00005043786,0.0001717406,0.0001033289,0.0004855448,0.0003633461,0.0005579381,0.00001907587,0.000165084,0.001250602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349434,"about_ca_system_score_gemma":0.0003073699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2024948,"about_ca_topic_score_gemma":0.7025046,"domain_scores_codex":[0.9981439,0.0002729389,0.00035755,0.0002697232,0.0004048906,0.0005509857],"domain_scores_gemma":[0.9993774,0.00006992196,0.0001307615,0.0001667077,0.0001024182,0.0001527737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002249291,0.0005556635,0.286906,0.00031942,0.00002514433,0.00001371938,0.0430156,0.00007072376,0.0005355614,0.03916194,0.5917304,0.0376433],"study_design_scores_gemma":[0.0003011964,0.00004825167,0.6357862,0.0001039745,0.0000268384,0.000002878184,0.002816922,0.0001299831,0.0001550128,0.03224555,0.3281481,0.0002351797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199485,0.0204883,0.000580068,0.006308391,0.004921642,0.0003085457,0.00003800457,0.00009004992,0.04731649],"genre_scores_gemma":[0.9228669,0.008461884,0.0005936348,0.000297072,0.00494621,0.00001354679,0.00003460606,0.00001634654,0.06276979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5000097,"threshold_uncertainty_score":0.999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552957362884632,"score_gpt":0.2884346032760443,"score_spread":0.272905029647198,"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."}}