{"id":"W3205136796","doi":"","title":"A circulação internacional de mão-de-obra qualificada na atualidade: políticas imigratórias dos Estados Unidos e Canadá e o escritório de imigração de Quebec em São Paulo","year":2009,"lang":"pt","type":"dissertation","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01713884,0.0009452034,0.0009425918,0.006686809,0.006640098,0.001203391,0.003252355,0.001874066,0.0001835313],"category_scores_gemma":[0.006909905,0.0009555507,0.0003760032,0.006921383,0.002395668,0.001267452,0.0002528143,0.002591874,0.00002658664],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006508831,"about_ca_system_score_gemma":0.0352115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03474077,"about_ca_topic_score_gemma":0.5852865,"domain_scores_codex":[0.9863352,0.0008759281,0.001509119,0.002355752,0.004632972,0.004290993],"domain_scores_gemma":[0.9924302,0.001139009,0.0008109226,0.0006768875,0.003653264,0.001289751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007330828,0.001974996,0.007728277,0.0008204627,0.000549328,0.0003341439,0.4507726,0.00001500891,0.01986239,0.4254893,0.02907448,0.06264593],"study_design_scores_gemma":[0.002934977,0.002678948,0.01248516,0.00146436,0.0003057293,0.0005293158,0.5312598,0.01428975,0.01027258,0.4134383,0.006835158,0.003505971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985608,0.003267987,0.002591003,0.001837798,0.0005452206,0.003551075,0.0008175125,0.000419649,0.001361764],"genre_scores_gemma":[0.9636788,0.001971625,0.001010605,0.0002063323,0.0004200588,0.001081526,0.001062864,0.00009495004,0.03047318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5505458,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07032912825637867,"score_gpt":0.4116324271679367,"score_spread":0.3413032989115581,"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."}}