{"id":"W4392101164","doi":"10.23925/2318-7115.2024v45i1e64551","title":"Educação e literatura","year":2024,"lang":"pt","type":"article","venue":"The ESPecialist","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Psychology; Humanities; Art","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005090383,0.000190134,0.0001523606,0.0001253973,0.0009909389,0.008500839,0.0004297145,0.00005658131,0.03271516],"category_scores_gemma":[0.0001527358,0.0001192494,0.0001504983,0.0001587151,0.0004195496,0.00008759787,0.0001048908,0.0004919696,0.005554745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008877494,"about_ca_system_score_gemma":0.0003877103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004640144,"about_ca_topic_score_gemma":0.0001748919,"domain_scores_codex":[0.9985893,0.0001044984,0.0002775607,0.0002830195,0.0003555966,0.0003900261],"domain_scores_gemma":[0.9988843,0.0003228316,0.00003236333,0.0004241507,0.000227116,0.0001092373],"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":[0.00000664351,0.00003428888,0.000002656028,0.00008192287,0.00004386499,0.00001447577,0.05304867,2.569745e-7,0.000002563071,0.536267,0.4069842,0.003513524],"study_design_scores_gemma":[0.00004514272,0.00003236012,0.00005125786,0.0001824536,0.00004919205,0.000005553063,0.005813382,0.0002386003,0.000010096,0.01018482,0.9832162,0.0001709583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007114182,0.02685094,0.000009954158,0.05349289,0.05229416,0.0004048067,0.0005103746,0.0001563714,0.8591663],"genre_scores_gemma":[0.4698447,0.0002139976,0.000002665979,0.0005708788,0.04050037,0.00001615033,0.00004324715,0.00003290286,0.4887751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.576232,"threshold_uncertainty_score":0.9952195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987352031791816,"score_gpt":0.3480927065891855,"score_spread":0.2782191862712673,"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."}}