{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001399394,0.0007173799,0.0008239063,0.0005782912,0.003710155,0.00321047,0.00105099,0.0001410285,0.03895217],"category_scores_gemma":[0.0008091405,0.0007809179,0.0005166202,0.0004724037,0.0005461816,0.0001072505,0.0007518688,0.001673875,0.0008356464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008453244,"about_ca_system_score_gemma":0.000944791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696702,"about_ca_topic_score_gemma":0.00005068102,"domain_scores_codex":[0.9936865,0.0005779031,0.001269631,0.001157505,0.001725867,0.001582587],"domain_scores_gemma":[0.9964986,0.0004063544,0.0004911476,0.001345898,0.000667709,0.0005902747],"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":[0.0002381374,0.003590498,0.001842582,0.001912777,0.001224016,0.001215107,0.2296131,0.0001022962,0.001413911,0.6219053,0.1130702,0.02387209],"study_design_scores_gemma":[0.0006990602,0.0005288173,0.00009781017,0.0001483862,0.0003062078,0.00004918814,0.0332558,0.0009714658,0.0001089097,0.0001593897,0.9627686,0.0009064325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586124,0.0286456,0.0002188617,0.003775493,0.01193962,0.004542917,0.002640347,0.0004978364,0.08912697],"genre_scores_gemma":[0.8867909,0.0002663514,0.0001180586,0.001389721,0.003511222,0.0001879393,0.0003719328,0.0001707602,0.1071932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8496983,"threshold_uncertainty_score":0.9999423,"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."}}