{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01009367,0.0009053939,0.0007360132,0.00272529,0.002631096,0.01056827,0.00283061,0.002739917,0.01321482],"category_scores_gemma":[0.0477987,0.0005130341,0.0005963197,0.002414889,0.007494606,0.01083765,0.005906361,0.002611687,0.003548517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286785,"about_ca_system_score_gemma":0.004750538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282031,"about_ca_topic_score_gemma":0.004405112,"domain_scores_codex":[0.9880581,0.007930128,0.0004153509,0.0009561141,0.002142212,0.0004980954],"domain_scores_gemma":[0.9564146,0.03127946,0.001637751,0.004813774,0.003878741,0.001975682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006526659,0.0005378893,0.01651952,0.003927,0.0001097259,0.0008118942,0.1060965,0.001231823,0.01106851,0.2201228,0.01812369,0.6207981],"study_design_scores_gemma":[0.0002866891,0.00135282,0.02159814,0.006982902,0.0004293796,0.003493032,0.08799048,0.01758742,0.01729745,0.2009429,0.641696,0.0003427226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2266001,0.01697934,0.3368131,0.04171794,0.002875308,0.00149574,0.0006685227,0.004621278,0.3682286],"genre_scores_gemma":[0.8205114,0.008250585,0.1133502,0.004411086,0.0007528357,0.00137678,0.00034063,0.0007642366,0.05024233],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01321482,"threshold_uncertainty_score":0.05338109,"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."}}