{"id":"W2280300632","doi":"10.3917/migra.121.0203","title":"L’apport du Forum Mondial sur la Migration et le Développement","year":2009,"lang":"fr","type":"article","venue":"Migrations Société","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003742248,0.0003484881,0.0004621494,0.0001588575,0.001695838,0.0001449097,0.0002077186,0.0008357253,0.00118086],"category_scores_gemma":[0.001024935,0.0003653906,0.0002212459,0.0004302319,0.00008330146,0.00119747,0.00005403245,0.001177087,0.0007175907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561694,"about_ca_system_score_gemma":0.003198898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01018112,"about_ca_topic_score_gemma":0.038699,"domain_scores_codex":[0.992889,0.004090176,0.001229201,0.0004730451,0.0004671022,0.0008514356],"domain_scores_gemma":[0.9962063,0.00181148,0.0006649576,0.0004757213,0.0004808147,0.0003607337],"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":[0.00003492528,0.0005549722,0.006810524,0.0001381377,0.00005544279,0.00001716882,0.01924575,0.00002061969,0.0001577316,0.0656921,0.8648326,0.04243997],"study_design_scores_gemma":[0.001054349,0.0002373475,0.03526506,0.0002727522,0.00004814426,0.00001812229,0.01772972,0.0006083632,0.00002342886,0.003256227,0.9411545,0.0003320162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02784541,0.007202461,0.005230379,0.9234623,0.003253942,0.001606057,0.0001828202,0.0001677878,0.03104887],"genre_scores_gemma":[0.933643,0.004695289,0.003314684,0.01317921,0.001540171,0.0002161276,0.0003688491,0.00004738158,0.04299528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9102831,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094640106944234,"score_gpt":0.461020183496245,"score_spread":0.3515561728018215,"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."}}