{"id":"W4233205116","doi":"10.2307/3488449","title":"","year":2005,"lang":"","type":"article","venue":"Classical Philology","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Reprint; History; Section (typography); Classics; Philology; Library science; Sociology; Computer science; Feminism","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003137684,0.001725042,0.003343356,0.0004821125,0.006342408,0.0004704411,0.003417971,0.002549701,0.001664989],"category_scores_gemma":[0.007068786,0.001706575,0.001622098,0.002796619,0.03101078,0.001857889,0.002999039,0.00352844,0.002053665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876995,"about_ca_system_score_gemma":0.0009652744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002982334,"about_ca_topic_score_gemma":0.0356959,"domain_scores_codex":[0.9804987,0.004272056,0.003117736,0.003605766,0.002402716,0.006103047],"domain_scores_gemma":[0.9873843,0.006298471,0.001065485,0.001551965,0.0008472844,0.0028525],"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":[0.0007981526,0.005112718,0.004065828,0.00006147219,0.000668635,0.0001473358,0.0307401,0.0001038087,0.001268103,0.6912106,0.04633358,0.2194896],"study_design_scores_gemma":[0.00347407,0.001761783,0.01348148,0.00009388039,0.0004963678,0.00003293677,0.007250289,0.001502686,0.0003094038,0.05394147,0.9157326,0.001923066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.274253,0.002200242,0.0004295414,0.6821939,0.002744087,0.001105695,0.00004039959,0.0005178628,0.03651533],"genre_scores_gemma":[0.9304213,0.00300833,0.0008958952,0.02343394,0.02155447,0.0001583522,0.000009880023,0.0001103274,0.02040754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.869399,"threshold_uncertainty_score":0.9995496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503178588696082,"score_gpt":0.3426157728336598,"score_spread":0.2922979139640516,"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."}}