{"id":"W7125778303","doi":"10.5281/zenodo.18383246","title":"Educação, multilinguismo e migração em Foz do Iguaçu: um panorama bibliográfico sobre a Educação Básica – Anos Iniciais (2017–2025)","year":2025,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Panorama; Panorama; Intercultural relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002143616,0.0006469428,0.0006812948,0.003157261,0.01132408,0.00487049,0.003276726,0.0005061257,0.03642057],"category_scores_gemma":[0.002130704,0.0006850676,0.0003980477,0.00672666,0.000633463,0.0008099762,0.001649001,0.001053582,0.01811424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513246,"about_ca_system_score_gemma":0.0001770486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004451287,"about_ca_topic_score_gemma":0.0008933134,"domain_scores_codex":[0.9927517,0.001721998,0.001106951,0.001590464,0.001361954,0.001466916],"domain_scores_gemma":[0.9948677,0.0001962759,0.0005311733,0.001413421,0.002293808,0.0006975806],"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":[0.0001284962,0.0008913511,0.00002737298,0.0002041608,0.0002018862,0.00003277618,0.1755991,0.00001230027,0.0001893976,0.0107691,0.7341239,0.07782015],"study_design_scores_gemma":[0.0009920213,0.0003094813,0.001355171,0.0003225899,0.000151345,0.00001665837,0.07636762,0.000310735,0.0001221757,0.002947288,0.9164159,0.0006890434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4873902,0.005535754,0.002713338,0.008639888,0.007694527,0.006243077,0.001597509,0.004345971,0.4758398],"genre_scores_gemma":[0.906162,0.002677866,0.000140814,0.0009131053,0.001488302,6.827319e-7,0.001222361,0.001403699,0.08599118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187718,"threshold_uncertainty_score":0.9995601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05386704500185741,"score_gpt":0.3289690149975608,"score_spread":0.2751019699957034,"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."}}