{"id":"W4312396119","doi":"10.34019/1982-2243.2022.v26.38003","title":"Práticas declaradas do ensino da oralidade no 1.º ciclo do Ensino Básico, em Portugal – alguns resultados da aplicação de um questionário, num estudo exploratório","year":2022,"lang":"pt","type":"article","venue":"Veredas - Revista de Estudos Linguísticos","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Art","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003194776,0.001339338,0.001555425,0.0006865069,0.003395079,0.004524846,0.002598183,0.000824294,0.001129065],"category_scores_gemma":[0.01234465,0.001501696,0.0006566014,0.003285744,0.001200821,0.0008421151,0.001702948,0.002481606,0.0009273627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606973,"about_ca_system_score_gemma":0.004365758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036069,"about_ca_topic_score_gemma":0.0001381929,"domain_scores_codex":[0.9888111,0.00164842,0.002079712,0.002320762,0.002491262,0.002648754],"domain_scores_gemma":[0.9925076,0.001309497,0.001362716,0.002380781,0.00117385,0.001265508],"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":[0.001284044,0.009870023,0.1551906,0.000976304,0.001583585,0.002562598,0.124455,0.0007514188,0.002134536,0.4534763,0.1761602,0.07155536],"study_design_scores_gemma":[0.003234331,0.002191785,0.01573209,0.001110637,0.001274071,0.0004809714,0.1655658,0.001270302,0.0004230628,0.008877807,0.7956096,0.004229517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578674,0.008431057,0.001256555,0.008245937,0.003817239,0.004308521,0.0009515441,0.002425635,0.01269604],"genre_scores_gemma":[0.9873646,0.0009674869,0.002339302,0.001683546,0.001213454,0.0005004397,0.0002335098,0.000235727,0.005461886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6194494,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06051714632094117,"score_gpt":0.3412462260483561,"score_spread":0.2807290797274149,"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."}}