{"id":"W2950620350","doi":"10.5433/2237-4876.2018v21n3p424","title":"O ensino de Língua Portuguesa através de um projeto de letramento: o jornal escolar","year":2019,"lang":"pt","type":"article","venue":"Signum Estudos da Linguagem","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Sociology; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002565275,0.0006211353,0.0006626524,0.000377677,0.0008575565,0.002076098,0.0008292585,0.0002793627,0.004891564],"category_scores_gemma":[0.0009073054,0.0006344217,0.0003410339,0.0002523586,0.0004246148,0.0001269592,0.0002693623,0.001323048,0.0009397435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682694,"about_ca_system_score_gemma":0.0030672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053663,"about_ca_topic_score_gemma":0.0005202725,"domain_scores_codex":[0.9948681,0.0004140192,0.0008301242,0.0008627269,0.0009413899,0.002083644],"domain_scores_gemma":[0.9968925,0.0003980509,0.0003777328,0.0008926488,0.000707357,0.0007317563],"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":[0.0008174679,0.004991021,0.2433279,0.003244166,0.001887801,0.00263999,0.5018332,0.0005711053,0.01505101,0.1718252,0.04006146,0.01374975],"study_design_scores_gemma":[0.004242908,0.00264107,0.02116549,0.001434522,0.0007986774,0.0002216658,0.1348563,0.007657165,0.005475434,0.003877582,0.8143626,0.003266504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595021,0.002071855,0.0001176354,0.00082697,0.002807864,0.001269059,0.0001327634,0.0001629527,0.0331088],"genre_scores_gemma":[0.9218317,0.0002044382,0.00073655,0.001109893,0.005765515,0.00005374506,0.00006738384,0.0001508752,0.07007988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7743012,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595484066138958,"score_gpt":0.3175835039651393,"score_spread":0.2816286633037497,"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."}}