{"id":"W4391405013","doi":"10.56083/rcv4n1-221","title":"O USO DA INTELIGÊNCIA ARTIFICIAL COMO CONTRIBUIÇÃO INFORMATIVA DOS PADRÕES DE ARTIGOS CIENTÍFICOS E SUAS NORMAS NA EDUCAÇÃO SUPERIOR ATRAVÉS DO CHATGPT","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Information Science and Libraries","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003470349,0.001040668,0.001291395,0.0009795262,0.00119532,0.01681547,0.002852572,0.0004769441,0.0007638337],"category_scores_gemma":[0.0008295627,0.000927761,0.0007481822,0.003012373,0.0007036382,0.01159856,0.001001262,0.00119987,0.0034964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985604,"about_ca_system_score_gemma":0.003754316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116507,"about_ca_topic_score_gemma":0.00002035696,"domain_scores_codex":[0.9914684,0.0004440113,0.003224294,0.001157906,0.001749164,0.001956238],"domain_scores_gemma":[0.9952516,0.0006787095,0.0007646508,0.001708322,0.0006799775,0.000916771],"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":[0.0002104451,0.000312968,0.002243554,0.002314133,0.0003339715,0.0003391001,0.1292662,0.00007823901,0.001382567,0.6415063,0.05972201,0.1622905],"study_design_scores_gemma":[0.000722506,0.0004405971,0.0004026447,0.00224124,0.00009821691,0.0003436597,0.009554474,0.1387471,0.005178648,0.0005839352,0.8401211,0.001565919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3152584,0.03276338,0.5722507,0.02939746,0.01733464,0.007273758,0.001548752,0.003005166,0.02116768],"genre_scores_gemma":[0.9911535,0.0004066689,0.0006131396,0.002668927,0.0007369036,0.0001253981,0.0001279735,0.00006353715,0.004104003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.780399,"threshold_uncertainty_score":0.9993173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494887452106645,"score_gpt":0.296722041367269,"score_spread":0.2617731668462026,"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."}}