{"id":"W4307737965","doi":"10.56814/lel.v7i1.1931","title":"O ENSINO DA GRAMÁTICA NA EJA: CAMINHOS E DESCAMINHOS","year":2022,"lang":"pt","type":"article","venue":"Revista Linguagens & Letramentos","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Philosophy; Gram; Biology","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":[0.01161704,0.0004063518,0.0005118686,0.001484174,0.0090547,0.01136824,0.001371582,0.002102525,0.004782954],"category_scores_gemma":[0.0254008,0.0003750637,0.0002864655,0.002048633,0.0245805,0.009221103,0.009670353,0.003627923,0.0006352403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552912,"about_ca_system_score_gemma":0.00746891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007709884,"about_ca_topic_score_gemma":0.01584845,"domain_scores_codex":[0.9841005,0.01069149,0.0005686133,0.001197316,0.002576394,0.0008656692],"domain_scores_gemma":[0.980494,0.01067277,0.002360972,0.001835924,0.002876339,0.001760071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000617912,0.00005495057,0.007570127,0.0003071701,0.000008199095,0.0006398092,0.8088584,0.00005436968,0.0009196451,0.1423363,0.002684004,0.03650533],"study_design_scores_gemma":[0.000006097245,0.00006291041,0.01127767,0.0008386032,0.00001519788,0.0007293099,0.7739805,0.0001431199,0.0007650591,0.03470041,0.1774497,0.000031351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6888784,0.009921286,0.02385628,0.03510046,0.0008737866,0.0001707867,0.0001731498,0.00012306,0.2409028],"genre_scores_gemma":[0.983996,0.002186981,0.003193094,0.001063223,0.0000859635,0.00005955466,0.00003389567,0.0000621718,0.009319182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01161704,"threshold_uncertainty_score":0.06143755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939838688979134,"score_gpt":0.312513304199616,"score_spread":0.2531149173098247,"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."}}