{"id":"W7125824685","doi":"10.56346/ijsa.v8i1.573","title":"PRÁTICAS PEDAGÓGICAS INTERDISCIPLINARES E SABERES LOCAIS NO ENSINO: O SEMIÁRIDO NORDESTINO NO CURRÍCULO ESCOLAR DO CEARÁ","year":2025,"lang":"","type":"article","venue":"International Journal Semiarid","topic":"Rural and Ethnic Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"University education; Field (mathematics); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.002197941,0.0006884607,0.0006928736,0.0006651701,0.001904904,0.002683717,0.002699719,0.0006023036,0.008148542],"category_scores_gemma":[0.003204669,0.000644251,0.0006922897,0.0008926835,0.0009232691,0.001571609,0.0009943499,0.002302986,0.003017749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955662,"about_ca_system_score_gemma":0.002239851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138253,"about_ca_topic_score_gemma":0.0004269033,"domain_scores_codex":[0.992995,0.0007415375,0.001778535,0.0009355564,0.002390234,0.001159195],"domain_scores_gemma":[0.991824,0.0009465215,0.001022418,0.0004794828,0.00505873,0.0006688579],"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":[0.001087467,0.001566563,0.02061015,0.0001682091,0.001762931,0.0004376029,0.02358114,0.0003759196,0.002872578,0.01699594,0.8658851,0.0646564],"study_design_scores_gemma":[0.001612427,0.0003779462,0.008743992,0.003622948,0.0003399873,0.0003574063,0.01034407,0.001417826,0.0007169954,0.02436442,0.9469618,0.001140176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3042341,0.007141184,0.001650248,0.1607508,0.09543849,0.001225134,0.0001735258,0.0002480925,0.4291385],"genre_scores_gemma":[0.8905903,0.006530967,0.0005503286,0.002311625,0.01270767,0.00002943979,0.0000496095,0.00005859027,0.08717152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5863562,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505320287361484,"score_gpt":0.3803546484743431,"score_spread":0.3653014456007283,"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."}}