{"id":"W4200628079","doi":"10.22456/2316-2171.103242","title":"AVALIAÇÃO DA PRODUÇÃO DISCURSIVA ORAL NO ENVELHECIMENTO E SUA RELAÇÃO COM ESCOLARIDADE E HÁBITOS DE LEITURA E ESCRITA: UMA REVISÃO SISTEMÁTICA","year":2021,"lang":"pt","type":"article","venue":"Estudos Interdisciplinares sobre o Envelhecimento","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Humanities; Reading (process); Medicine; Philosophy; Linguistics","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":[0.02027466,0.001140264,0.002631809,0.02439509,0.001356457,0.008802396,0.001745053,0.001712406,0.008919194],"category_scores_gemma":[0.04519705,0.0009693211,0.004708004,0.02119016,0.002262043,0.005186115,0.002618234,0.001251589,0.001497579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840198,"about_ca_system_score_gemma":0.01088839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261254,"about_ca_topic_score_gemma":0.01950339,"domain_scores_codex":[0.989016,0.003388896,0.003052984,0.001232694,0.002977442,0.0003319374],"domain_scores_gemma":[0.9287661,0.04888355,0.009299732,0.002473584,0.009795616,0.000781454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001012314,0.0003012589,0.204612,0.168409,0.003063074,0.001222012,0.04051131,0.0003935539,0.002896742,0.004677775,0.009373694,0.5635275],"study_design_scores_gemma":[0.000127236,0.001339821,0.5629573,0.1514122,0.01144416,0.004155419,0.06376333,0.0007960292,0.003713205,0.005755503,0.1941695,0.0003663049],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2464988,0.6800712,0.01046186,0.007549193,0.002259413,0.002524257,0.01430656,0.0002279249,0.03610088],"genre_scores_gemma":[0.4497635,0.501235,0.02864984,0.002498318,0.001154721,0.00249473,0.0060848,0.000133904,0.007985271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02439509,"threshold_uncertainty_score":0.1072239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844143770795284,"score_gpt":0.3426004754403365,"score_spread":0.2841590377323837,"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."}}