{"id":"W4415740517","doi":"10.17771/pucrio.acad.73660","title":"A FALTA DE PROFISSIONALIZAÇÃO NA PARADIPLOMACIA BRASILEIRA: LIMITES INSTITUCIONAIS E DESAFIOS PARA A INTERNACIONALIZAÇÃO SUBNACIONAL","year":2025,"lang":"pt","type":"dissertation","venue":"","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Work (physics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001206234,0.001216002,0.001086749,0.000886209,0.002598534,0.001078912,0.001340807,0.00157762,0.01375772],"category_scores_gemma":[0.00191412,0.001168707,0.0007977915,0.001859147,0.0003764048,0.001103425,0.0001659751,0.001223091,0.0007954378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006169,"about_ca_system_score_gemma":0.00689687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927431,"about_ca_topic_score_gemma":0.01970094,"domain_scores_codex":[0.9925853,0.000823835,0.001771474,0.001650879,0.001949786,0.001218718],"domain_scores_gemma":[0.9954572,0.000661222,0.0007636499,0.0006142902,0.001832468,0.0006711169],"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":[0.001212792,0.002196102,0.02901403,0.0008569207,0.000966883,0.00005907477,0.08542374,0.0003195413,0.004030948,0.8055032,0.04187115,0.02854559],"study_design_scores_gemma":[0.008105547,0.001417841,0.07383977,0.009843769,0.001550205,0.00008307224,0.1317939,0.1353944,0.01318241,0.009068674,0.6065192,0.009201254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.711137,0.006714807,0.07989642,0.01605032,0.0139014,0.00988213,0.001486758,0.002096232,0.1588349],"genre_scores_gemma":[0.7687849,0.0008012363,0.0005649738,0.002507005,0.0004228759,0.0006059103,0.00510447,0.00008110337,0.2211275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7964346,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253685595029033,"score_gpt":0.3976191984572267,"score_spread":0.3350823425069363,"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."}}