{"id":"W2809172014","doi":"10.3167/hrrh.2018.440104","title":"Were There Better Angels of a Classical Greek Nature?","year":2018,"lang":"en","type":"article","venue":"Historical Reflections/Réflexions Historiques","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greeks; State (computer science); Politics; Action (physics); Ancient Greek; Arbiter; Law; History; Ancient history; Sociology; Classics; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005333374,0.0002841196,0.0005489819,0.0003198982,0.001842344,0.00003976315,0.0004989672,0.0005819746,0.0005912269],"category_scores_gemma":[0.001312766,0.0002642529,0.0003496046,0.001150401,0.001681804,0.000301173,0.0001350426,0.000811926,0.0001513552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005729854,"about_ca_system_score_gemma":0.0003854025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249644,"about_ca_topic_score_gemma":0.02544007,"domain_scores_codex":[0.9969437,0.0004329008,0.0005853483,0.0005862097,0.00084557,0.0006063275],"domain_scores_gemma":[0.9976879,0.0004788736,0.000264241,0.0004868241,0.0007657325,0.0003164124],"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":[0.000138631,0.0006196366,0.0006592991,0.00002730832,0.00009177706,0.00001825756,0.009071602,1.535558e-7,0.001904885,0.1985187,0.780246,0.008703732],"study_design_scores_gemma":[0.0001567845,0.0004125856,0.0002877385,0.00004019871,0.00005307278,0.000003814166,0.0003363994,0.000004084005,0.0003481029,0.01834223,0.9797248,0.0002901684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01613174,0.007091229,0.004251593,0.1424115,0.01135381,0.0008068057,0.00003846194,0.001370804,0.8165441],"genre_scores_gemma":[0.8101358,0.0006654271,0.006934805,0.001482194,0.005704833,0.0001150488,0.000007132493,0.00006691467,0.1748878],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7940041,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167502582393118,"score_gpt":0.3645913079955068,"score_spread":0.3129162821715756,"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."}}