{"id":"W2208642443","doi":"10.1017/s0075435815000581","title":"P. M. ALLISON, PEOPLE AND SPACES IN ROMAN MILITARY BASES. Cambridge: Cambridge University Press, 2013. Pp. xx + 487, illus., maps, plans. <scp>isbn</scp>9781107039360. £75.00/US$120.00.","year":2015,"lang":"en","type":"article","venue":"The Journal of Roman Studies","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Media studies; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.001019065,0.0003547987,0.0007698222,0.0001720649,0.000514806,0.00004607661,0.0004965087,0.00007172113,0.00003060327],"category_scores_gemma":[0.0001517995,0.0002525983,0.0001294156,0.00008962819,0.00107163,0.0005346623,0.000749598,0.0004758181,0.00001811318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008731693,"about_ca_system_score_gemma":0.00008461827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02054232,"about_ca_topic_score_gemma":0.03106888,"domain_scores_codex":[0.9978365,0.0004512516,0.0005219813,0.0002560338,0.0004243786,0.0005098049],"domain_scores_gemma":[0.998219,0.0005396597,0.0003366246,0.0002879715,0.000413515,0.0002032616],"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":[0.0002719338,0.0001580017,0.008058468,0.0001346588,0.0004979512,0.0003163397,0.05128775,0.00004851145,0.00001824785,0.01228229,0.9267188,0.0002070093],"study_design_scores_gemma":[0.001490659,0.0007809382,0.01738218,0.0001441786,0.0002282089,0.0002320041,0.09317336,0.00006335523,0.00003001632,0.0003648023,0.8859152,0.0001950615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922467,0.07906119,0.000005103107,0.00306031,0.0005701593,0.0002461232,0.0001730309,0.00003597411,0.02460146],"genre_scores_gemma":[0.8942834,0.05637373,0.0001052768,0.0006029418,0.001021501,0.000004304616,0.00002399599,0.00004911888,0.04753578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04188561,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458956536282052,"score_gpt":0.2163731158589637,"score_spread":0.1917835504961432,"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."}}