{"id":"W7116385846","doi":"10.5281/zenodo.17990429","title":"METODOLOGIAS DAS TEORIAS DAS REDES SOCIAIS APLICADAS À PESQUISA MIGRATÓRIA INTERNACIONAL","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":"","funders":"","keywords":"Field (mathematics); Work (physics); Context (archaeology); Immigration; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007705273,0.0004970969,0.0003828116,0.007706462,0.003441465,0.007344224,0.001156062,0.001051014,0.007838767],"category_scores_gemma":[0.02023685,0.0003633589,0.0005378664,0.01006354,0.003729051,0.004323608,0.003690711,0.0008134193,0.0006510097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005747728,"about_ca_system_score_gemma":0.006434398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02917308,"about_ca_topic_score_gemma":0.05586635,"domain_scores_codex":[0.9944886,0.002913079,0.0004846188,0.0006128066,0.001125722,0.000375021],"domain_scores_gemma":[0.98542,0.007385802,0.002384453,0.001482733,0.002887024,0.0004400151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001556047,0.0001188108,0.200515,0.002666687,0.00008850004,0.0005623598,0.4075033,0.002067556,0.003916891,0.0851853,0.005572738,0.2916473],"study_design_scores_gemma":[0.00002192961,0.0002031788,0.2212903,0.00192526,0.0001142039,0.00069736,0.6099879,0.004773851,0.003524004,0.02456984,0.1327866,0.0001055286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8241868,0.004636979,0.05721474,0.003494569,0.0002137637,0.001138124,0.003379154,0.0002775112,0.1054583],"genre_scores_gemma":[0.9595371,0.002140594,0.0283877,0.0001007971,0.00002486969,0.0005227338,0.0006518003,0.0000389919,0.008595543],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02917308,"threshold_uncertainty_score":0.05800653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06283207773594848,"score_gpt":0.3455379224925041,"score_spread":0.2827058447565556,"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."}}