{"id":"W3209904291","doi":"10.34019/1982-2243.2020.v24.31365","title":"monotongação na escrita de estudantes de 4º e 5º anos do ensino fundamental","year":2021,"lang":"pt","type":"article","venue":"Veredas - Revista de Estudos Linguísticos","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychology; 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":[0.001365143,0.0007693284,0.0009223308,0.0003042399,0.001693732,0.004202113,0.0007749897,0.0003176674,0.004354375],"category_scores_gemma":[0.005145309,0.0008285666,0.0004745807,0.0003426438,0.000548097,0.000147134,0.0005698431,0.001232311,0.0006302635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046509,"about_ca_system_score_gemma":0.003571901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289208,"about_ca_topic_score_gemma":0.0001544992,"domain_scores_codex":[0.9942905,0.0006534696,0.001115968,0.001109976,0.0008956734,0.001934439],"domain_scores_gemma":[0.9951624,0.001062309,0.0003439092,0.001136519,0.001361872,0.0009330504],"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":[0.0004915848,0.007489677,0.3580509,0.004268732,0.002380293,0.004075676,0.2004605,0.0001507898,0.005466181,0.3647162,0.04141083,0.01103865],"study_design_scores_gemma":[0.003736174,0.001235799,0.02900633,0.004098854,0.001905376,0.000590274,0.1134359,0.01805104,0.002948717,0.003095964,0.8185567,0.003338851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695702,0.0163685,0.0007131012,0.0009593166,0.00263085,0.001037764,0.0007796389,0.000193157,0.007747459],"genre_scores_gemma":[0.9791837,0.001599643,0.001315775,0.00104138,0.004071666,0.0001006447,0.0001669859,0.0001797536,0.0123404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7771459,"threshold_uncertainty_score":0.999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762921617060315,"score_gpt":0.3187371060935783,"score_spread":0.2711078899229751,"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."}}