{"id":"W4293229011","doi":"10.51891/rease.v8i2.4275","title":"ALFABETIZAÇÃO E LETRAMENTO: CONTRIBUIÇÕES PARA O ENSINO DE MATEMÁTICA","year":2022,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002695412,0.0009312542,0.001383865,0.0006149213,0.003423556,0.001784482,0.00234747,0.0003770549,0.008905317],"category_scores_gemma":[0.001918038,0.001110624,0.0006037665,0.002790783,0.001588994,0.0004741578,0.000784168,0.001679868,0.0004552065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005029988,"about_ca_system_score_gemma":0.004221621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004720734,"about_ca_topic_score_gemma":0.0003744712,"domain_scores_codex":[0.9909551,0.001753878,0.001375671,0.001446194,0.001650947,0.002818193],"domain_scores_gemma":[0.9951637,0.0009133209,0.001172339,0.001411327,0.0003314871,0.001007802],"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":[0.0001503845,0.003575702,0.01995808,0.0004968386,0.0007267432,0.0002718805,0.08556269,0.00007806675,0.001335024,0.2207409,0.6235802,0.0435234],"study_design_scores_gemma":[0.0005254334,0.0005092528,0.004228627,0.0001634374,0.0002808461,0.0000806804,0.2283664,0.00006002636,0.0001780777,0.00235178,0.7619295,0.001326027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8413696,0.03982028,0.0008179459,0.04337602,0.003796802,0.003814384,0.0008957918,0.002430172,0.06367901],"genre_scores_gemma":[0.9535832,0.002284568,0.0005212546,0.005843339,0.0006777163,0.0004564865,0.0001228705,0.0001645437,0.03634601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2183892,"threshold_uncertainty_score":0.9992518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227237813245112,"score_gpt":0.3473663780731679,"score_spread":0.2850939999407168,"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."}}