{"id":"W4416042662","doi":"10.14244/2179-1465.rg.2025v16p415-434","title":"SILÊNCIO DIGITAL","year":2025,"lang":"","type":"article","venue":"Revista GEMInIS","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Base (topology); Emerging technologies; Data collection","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001058534,0.0002015907,0.0002941324,0.0001175581,0.0009897973,0.00150639,0.0005429999,0.0002443879,0.007731567],"category_scores_gemma":[0.002100106,0.0002162956,0.0001742805,0.001005259,0.0005305571,0.001038286,0.0001098877,0.0003440316,0.00179271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186862,"about_ca_system_score_gemma":0.001763944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010423,"about_ca_topic_score_gemma":0.00002375576,"domain_scores_codex":[0.9980385,0.0002831636,0.0004834194,0.0004428236,0.0003246728,0.000427478],"domain_scores_gemma":[0.9974594,0.001482002,0.0002779403,0.0004424223,0.0001691229,0.0001691791],"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":[0.00004506327,0.0003609259,0.0265794,0.000294277,0.0001697681,0.000007671303,0.02088787,5.705664e-7,0.000009608471,0.5212396,0.2034134,0.2269918],"study_design_scores_gemma":[0.0001139011,0.00002741853,0.001605017,0.0001886444,0.0001117511,9.311305e-7,0.01711695,0.000004033215,0.00001892498,0.001820719,0.9787856,0.0002060953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02289377,0.01116137,0.000111782,0.02692366,0.002032499,0.0002962877,0.00003615635,0.0000616976,0.9364828],"genre_scores_gemma":[0.7900046,0.003491824,0.00005024636,0.001092806,0.0004808014,0.00001242904,0.00001059408,0.000008091788,0.2048486],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7753722,"threshold_uncertainty_score":0.9995301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114238930060165,"score_gpt":0.4115704152034444,"score_spread":0.3804280259028427,"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."}}