{"id":"W3199916111","doi":"10.32028/jga.v4i.512","title":"Matthew P. Maher. The fortifications of Arkadian city states in the Classical and Hellenistic periods.","year":2019,"lang":"en","type":"article","venue":"JOURNAL OF GREEK ARCHAEOLOGY","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Classics; History; Ancient history; Scope (computer science); Archaeology; Sociology; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987561,0.0005225943,0.0002263696,0.0009865349,0.003277684,0.001957854,0.0005236214,0.001898443,0.01217582],"category_scores_gemma":[0.0006382178,0.0002513138,0.0001599205,0.001202999,0.002176729,0.003005815,0.001755533,0.002233036,0.002852315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452658,"about_ca_system_score_gemma":0.001366274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05087049,"about_ca_topic_score_gemma":0.1440352,"domain_scores_codex":[0.9997668,0.00006728355,0.000009984474,0.00003723178,0.00007623775,0.0000424119],"domain_scores_gemma":[0.9998121,0.00005454713,0.0000349624,0.000009985059,0.00004616402,0.00004234358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003090659,0.00001955637,0.0007242925,0.0002878174,0.000008777076,0.0002909675,0.01720753,0.00005532601,0.0001066801,0.0661063,0.8461995,0.0689624],"study_design_scores_gemma":[0.000002450082,0.000005059558,0.002269144,0.0002615486,0.000002040094,0.0001565848,0.00494685,0.00001006282,0.00005058923,0.00308836,0.9892018,0.000005594452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006418247,0.6581117,0.000387611,0.1144005,0.01525957,0.00002369385,0.0003927975,0.00008763092,0.2049183],"genre_scores_gemma":[0.1901006,0.2140862,0.001162659,0.02862482,0.008059365,0.0000678573,0.0003389744,0.0001831457,0.5573763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05087049,"threshold_uncertainty_score":0.1011488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232335891260769,"score_gpt":0.2361406970014756,"score_spread":0.203817338088868,"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."}}