{"id":"W4406704839","doi":"10.22533/at.ed.5585225160114","title":"PUBLIC POLICIES AND EXPERIENCES IN SPECIALIZED EDUCATIONAL CARE BASED ON THE BILINGUAL APPROACH FOR STUDENTS WITH DEAFBLINDNESS AND THEIR FAMILIES IN THE MUNICIPALITY OF RIO DAS OSTRAS/RJ","year":2025,"lang":"en","type":"article","venue":"International Journal of Human Sciences Research","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Margaret Cancer Foundation","keywords":"Bilingual education; Public education; Sociology; Psychology; Pedagogy; Political science; Public administration","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004968788,0.00005873846,0.0001065074,0.0006772524,0.0002460946,0.0002402141,0.001437586,0.00002635148,0.00002082311],"category_scores_gemma":[0.0003569323,0.00002928759,0.00002323484,0.0004497122,0.001099998,0.000120892,0.000107107,0.0002410588,7.348605e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005619609,"about_ca_system_score_gemma":0.0003944307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006433823,"about_ca_topic_score_gemma":0.0009342075,"domain_scores_codex":[0.9980759,0.0006311002,0.0002844087,0.000126398,0.0007330172,0.0001492],"domain_scores_gemma":[0.9977332,0.001567457,0.0001039718,0.0001528386,0.0004223742,0.00002012922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003420351,0.0008634146,0.6759608,0.00001761781,0.00004007286,0.000001059088,0.2422456,0.00005403076,0.0001250148,0.07674675,0.00008807091,0.003515471],"study_design_scores_gemma":[0.0009083202,0.0004540724,0.5273083,0.0000930555,0.000001721487,0.000004521497,0.4683785,0.00027999,0.000106585,0.002242697,0.0001827865,0.00003946723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890901,0.0002340155,0.00002341078,0.003817246,0.00006389799,0.0002583755,0.00000305347,8.546678e-7,0.006508997],"genre_scores_gemma":[0.9996435,0.00001726725,0.0000863832,0.00009189163,0.00004624138,0.00005979873,0.000002264247,0.000001771445,0.00005085604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261329,"threshold_uncertainty_score":0.4052987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3396240354134347,"score_gpt":0.5726530707382238,"score_spread":0.2330290353247891,"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."}}