{"id":"W4399674436","doi":"10.1590/2176-4573e64920","title":"Isocrates’ Encomium of Helen: Argumentation in Many Layers","year":2024,"lang":"en","type":"article","venue":"Bakhtiniana Revista de Estudos do Discurso","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Argumentation theory; Mathematics education; Philosophy; Art; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107461,0.0001654199,0.0003304807,0.0001521644,0.0001795995,0.0002323955,0.0002877624,0.00008818147,0.0002144945],"category_scores_gemma":[0.0004295218,0.0001464248,0.0001484622,0.0008402444,0.0003722238,0.0002226707,0.00009427345,0.0002102494,0.00008703817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560374,"about_ca_system_score_gemma":0.0002247135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006536085,"about_ca_topic_score_gemma":0.002040521,"domain_scores_codex":[0.9980668,0.0002767864,0.0004214812,0.0003584132,0.0004402844,0.0004361804],"domain_scores_gemma":[0.9992299,0.0003341961,0.00009407401,0.0001777263,0.000055308,0.0001087762],"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":[0.00006329428,0.0005335681,0.2503568,0.0008621879,0.0002195717,0.0001560574,0.07869269,0.00001666971,0.002334194,0.5835628,0.02554776,0.05765443],"study_design_scores_gemma":[0.001307766,0.0003435434,0.3307698,0.002513624,0.000291411,0.000005939618,0.0867753,0.0008650974,0.0008651302,0.009594956,0.5653844,0.001283029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542322,0.004439184,0.000212834,0.02006031,0.0004578174,0.0007381508,0.00003934271,0.0001771351,0.01964309],"genre_scores_gemma":[0.9958408,0.0007082076,0.0002359933,0.0001005888,0.0001961799,0.00004480281,0.000004803115,0.00001887691,0.002849727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5739678,"threshold_uncertainty_score":0.5971032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947547433596113,"score_gpt":0.3359899147600658,"score_spread":0.3165144404241046,"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."}}