{"id":"W4388878754","doi":"10.37885/230512913","title":"OS IMIGRANTES ESTRANGEIROS CONSTITUEM UM VECTOR PARA O DESENVOLVIMENTO SOCIOECONÔMICO DA CIDADE DE NAMPULA","year":2023,"lang":"pt","type":"book-chapter","venue":"Editora Científica Digital eBooks","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Federation of University Students","funders":"","keywords":"Political science; Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007496785,0.001385446,0.00125755,0.000541141,0.002328313,0.00270386,0.00150383,0.001472185,0.001384253],"category_scores_gemma":[0.0001778775,0.001389452,0.001126867,0.000134966,0.002244623,0.0007731614,0.00025318,0.001207302,0.003959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490047,"about_ca_system_score_gemma":0.001323686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443241,"about_ca_topic_score_gemma":0.008820138,"domain_scores_codex":[0.992501,0.0001413752,0.001446454,0.001795157,0.002267709,0.001848271],"domain_scores_gemma":[0.9958104,0.0007527476,0.0009109563,0.0009405406,0.0004326435,0.001152692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275816,0.0005014744,0.0005773052,0.0004820978,0.001129793,0.0006953262,0.3148459,0.00001466977,0.000606634,0.393491,0.2814644,0.005963778],"study_design_scores_gemma":[0.001742917,0.000507763,0.0005754336,0.001167082,0.0005780511,0.00002977528,0.02552825,0.0001344205,0.0003644711,0.05795404,0.9077457,0.003672088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.170011,0.001374612,0.0006443837,0.0009900943,0.08456873,0.00753386,0.007107018,0.003689303,0.724081],"genre_scores_gemma":[0.5329458,0.00007420882,0.00003532769,0.00020797,0.02698429,0.0001105426,0.000534612,0.0002429676,0.4388644],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6262813,"threshold_uncertainty_score":0.9998896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036671100492027,"score_gpt":0.2935910208022026,"score_spread":0.2432243097972824,"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."}}