{"id":"W4389923973","doi":"10.17143/ciaed.xxviiiciaed.2023.233207","title":"ChatGPT: ameaça ou contribuição à educação?","year":2023,"lang":"pt","type":"article","venue":"Apresentações Trabalhos Científicos","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Physics; Computer science; Psychology; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003684857,0.0008184469,0.0009802051,0.00103892,0.002058781,0.000711379,0.003606478,0.001277713,0.005961694],"category_scores_gemma":[0.002707223,0.0008530184,0.0007896626,0.005784462,0.001493542,0.001179543,0.001360062,0.002198742,0.02013107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808812,"about_ca_system_score_gemma":0.0009346642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271374,"about_ca_topic_score_gemma":0.0003430482,"domain_scores_codex":[0.987738,0.001229609,0.001143041,0.001791774,0.004206561,0.003891023],"domain_scores_gemma":[0.9944056,0.001607748,0.0004623754,0.001347117,0.0004763059,0.001700837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122615,0.0005039136,0.011426,0.0001364738,0.0003669472,0.0003134503,0.05013419,0.00006760994,0.0005324147,0.01794908,0.9045302,0.01392744],"study_design_scores_gemma":[0.002258405,0.0003140219,0.008018607,0.0002939694,0.0001746945,0.00001399063,0.1146378,0.003133843,0.001224372,0.001771762,0.86678,0.001378512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294748,0.005831493,0.000478238,0.1323919,0.02558244,0.008978051,0.002016992,0.003449744,0.1917964],"genre_scores_gemma":[0.8314526,0.006026418,0.00001559422,0.0009211183,0.002173773,0.0002394473,0.0001677737,0.0001190057,0.1588842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019779,"threshold_uncertainty_score":0.999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093636922822366,"score_gpt":0.4023573165731641,"score_spread":0.2929936242909275,"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."}}