{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002501761,0.0004175171,0.0004787969,0.0005796021,0.009489392,0.002081446,0.002639456,0.0003670597,0.04265804],"category_scores_gemma":[0.001645593,0.0004242972,0.0002734261,0.001375798,0.0007402673,0.0006116289,0.001505813,0.0007399411,0.01104108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624231,"about_ca_system_score_gemma":0.00005992462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002497372,"about_ca_topic_score_gemma":0.0007732559,"domain_scores_codex":[0.9943115,0.001900553,0.0007641836,0.001066274,0.00104426,0.0009132049],"domain_scores_gemma":[0.9971791,0.0001901567,0.0003639675,0.0007642801,0.001129627,0.0003728475],"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":[0.0001586573,0.0003443005,0.0000207409,0.0001208226,0.0002516679,0.00001814384,0.1149383,0.0000105761,0.0007327934,0.121227,0.7424749,0.01970215],"study_design_scores_gemma":[0.0006795867,0.0002367282,0.00135996,0.0001592858,0.0001062801,0.00001449595,0.0293651,0.0001393189,0.0003238505,0.007363637,0.9598127,0.0004390344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3573195,0.003256843,0.01165835,0.0130524,0.00447433,0.00369584,0.001564031,0.003973433,0.6010053],"genre_scores_gemma":[0.8691934,0.00119961,0.0001519161,0.0007186467,0.001401777,3.351968e-7,0.001680789,0.001047979,0.1246055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.511874,"threshold_uncertainty_score":0.9998209,"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."}}