{"id":"W4417467637","doi":"10.33679/rfn.v.e2410","title":"Migraciones africanas contemporáneas a México, vistas desde su frontera norte","year":2025,"lang":"es","type":"article","venue":"Frontera norte","topic":"Migration, Health, Geopolitics, Historical Geography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persecution; Government (linguistics); Population; Politics; Phenomenon; Principal (computer security)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001133111,0.000922219,0.001409227,0.0009157861,0.00207431,0.0007534753,0.00134796,0.0006345111,0.0007924221],"category_scores_gemma":[0.0005583627,0.0009930375,0.0008892081,0.001791536,0.0009800738,0.0006913044,0.0002229761,0.000878442,0.000603829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136401,"about_ca_system_score_gemma":0.00154319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07288323,"about_ca_topic_score_gemma":0.1311642,"domain_scores_codex":[0.9921477,0.001178993,0.001884849,0.001544796,0.001303107,0.001940486],"domain_scores_gemma":[0.9954322,0.0006122965,0.0008021953,0.001308098,0.0008463762,0.0009988141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005413927,0.001624054,0.4956942,0.0008485179,0.001045439,0.000124725,0.06176544,0.00001665001,0.00006773642,0.1279017,0.3025081,0.007862017],"study_design_scores_gemma":[0.001414064,0.0002955966,0.07346232,0.0005107075,0.0003407191,0.000002634376,0.005373907,0.0002888513,0.00002983643,0.004141545,0.9132261,0.0009137167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5893959,0.04257071,0.009234756,0.03684595,0.02550514,0.005944275,0.002110812,0.001385023,0.2870074],"genre_scores_gemma":[0.93831,0.001189218,0.0007166986,0.003397127,0.001347161,0.0001870981,0.0001506352,0.00007557538,0.05462644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610718,"threshold_uncertainty_score":0.999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215316681151812,"score_gpt":0.2979127479133845,"score_spread":0.2857595811018664,"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."}}