{"id":"W7120354960","doi":"","title":"The Portuguese Language schoolbook Novo Singular & Plural and its hypermedia features: a discourse analysis under decolonial theories","year":2025,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Race, Identity, and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Plural; Discourse analysis; Hermeneutics","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"],"consensus_categories":[],"category_scores_codex":[0.001872858,0.000589635,0.0006909452,0.0007661615,0.006611227,0.001321073,0.001134921,0.0007181576,0.00009107567],"category_scores_gemma":[0.002633692,0.0004925265,0.0004770764,0.002605671,0.0003685054,0.0008629541,0.0004085445,0.0009700541,0.00002156402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009836672,"about_ca_system_score_gemma":0.002441126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002242395,"about_ca_topic_score_gemma":0.009453967,"domain_scores_codex":[0.9946098,0.001107593,0.0008966614,0.001014518,0.001229035,0.001142395],"domain_scores_gemma":[0.9961438,0.001164341,0.0005438441,0.0007674168,0.0007359971,0.0006445538],"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":[0.0001824287,0.0003933712,0.002580371,0.0000963569,0.001271353,0.00006973006,0.0253547,0.00005070327,0.0002786982,0.9649566,0.003020036,0.001745617],"study_design_scores_gemma":[0.002072832,0.00009428125,0.1985464,0.0003787974,0.0035196,0.0002291609,0.1033173,0.0005516705,0.0002716408,0.00930978,0.6802316,0.001476971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142828,0.04519113,0.001579294,0.1951426,0.01132972,0.002068732,0.000213752,0.0005719023,0.1296201],"genre_scores_gemma":[0.9729962,0.003105029,0.0001191694,0.0004859667,0.00137788,0.0001869995,0.0001169856,0.0000377258,0.02157408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9556469,"threshold_uncertainty_score":0.9997526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434108358497983,"score_gpt":0.3010766283280294,"score_spread":0.2867355447430496,"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."}}