{"id":"W4390339552","doi":"10.55905/cuadv15n12-122","title":"Produção de texto escrito no ensino médio e redação do ENEM: onde se encontram no livro didático de português?","year":2023,"lang":"pt","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Humanities; Philosophy; Psychology; Sociology; Physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003696997,0.0004463601,0.0003207224,0.001521848,0.002857557,0.007092606,0.0008725076,0.0008712353,0.01073476],"category_scores_gemma":[0.01052335,0.0003582694,0.0003010624,0.002588955,0.004607999,0.005260608,0.003307727,0.001125274,0.001705098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030039,"about_ca_system_score_gemma":0.001803329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151514,"about_ca_topic_score_gemma":0.007238268,"domain_scores_codex":[0.9977065,0.001001636,0.00009419484,0.0004117822,0.000655285,0.0001304522],"domain_scores_gemma":[0.9936069,0.00302831,0.0008547999,0.001029851,0.001169889,0.0003101317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003539988,0.00006804279,0.03456016,0.001571109,0.0000416373,0.00236224,0.7060288,0.0003962946,0.0163843,0.08372417,0.008652883,0.1458564],"study_design_scores_gemma":[0.00001679893,0.0001593614,0.05205211,0.0007479473,0.00006625488,0.001497058,0.3918399,0.001156353,0.007202872,0.01356404,0.5316262,0.00007103876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7373973,0.002304252,0.01827861,0.008416835,0.0004615334,0.0001417442,0.001177944,0.0003024405,0.2315194],"genre_scores_gemma":[0.9483766,0.001423935,0.007852033,0.0003851698,0.0001233552,0.00007030616,0.0003407121,0.0003092047,0.04111866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073476,"threshold_uncertainty_score":0.03591138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08259200198402619,"score_gpt":0.3451976708474383,"score_spread":0.2626056688634121,"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."}}