{"id":"W2001765183","doi":"10.2307/4135182","title":"The Hellenistic World: New Perspectives","year":2004,"lang":"en","type":"article","venue":"Phoenix","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.0001804411,0.0000613689,0.00007676356,0.00002134959,0.001263167,0.00009464187,0.0002177128,0.00001742567,0.0001002785],"category_scores_gemma":[0.0005820674,0.00004136491,0.00005866471,0.0002917855,0.0005225581,0.0000542722,0.0000629671,0.00009478047,0.0002220535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422988,"about_ca_system_score_gemma":0.0001700679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338363,"about_ca_topic_score_gemma":0.06267917,"domain_scores_codex":[0.9992353,0.0000419846,0.00007651592,0.0001343579,0.000244157,0.0002676323],"domain_scores_gemma":[0.999469,0.0002641513,0.00002679904,0.0001064345,0.00004245156,0.00009120732],"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":[0.00001266277,0.00004574317,0.0001543743,0.000001184866,0.00002072901,0.00000394228,0.08051048,0.00000791192,0.00006321402,0.871017,0.03043805,0.0177247],"study_design_scores_gemma":[0.0001465976,0.00001414142,0.001279322,0.000007234208,0.000008635345,2.229914e-7,0.01967924,6.658109e-7,0.0000654215,0.06291117,0.9158136,0.0000737213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03489155,0.004454227,0.0006964449,0.4213288,0.0009383899,0.0003746084,0.00000321289,0.0003043552,0.5370084],"genre_scores_gemma":[0.9190283,0.0006310221,0.0001776009,0.0001724789,0.0006312229,0.000005096781,1.300562e-7,0.00000529757,0.07934885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853756,"threshold_uncertainty_score":0.9715385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994651128260842,"score_gpt":0.3283627480381429,"score_spread":0.2984162367555345,"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."}}