{"id":"W4233621997","doi":"10.1002/9781444338386.wbeah06191","title":"Landscapes, Roman","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Roman Empire; Landscape archaeology; Geography; Framing (construction); Politics; Archaeology; Landscape design; Environmental resource management; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009087868,0.0002040947,0.0002955775,0.00009838094,0.0001292585,0.00000324626,0.0002959851,0.00005395751,0.02749491],"category_scores_gemma":[0.00001313647,0.0001168563,0.0001343624,0.00001833128,0.0004640545,0.00002129596,0.00007408112,0.0001720655,0.0006250023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350654,"about_ca_system_score_gemma":0.00003454536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006826198,"about_ca_topic_score_gemma":0.001544023,"domain_scores_codex":[0.9991402,0.00003656041,0.0001834142,0.0001534608,0.0002387084,0.0002476526],"domain_scores_gemma":[0.9994056,0.00004060277,0.0002097551,0.0002652787,0.00001981302,0.00005894438],"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":[0.000003535878,0.0000410046,0.000008152307,0.0000549809,0.00003196123,9.026967e-7,0.01542479,8.735944e-8,0.000001492579,0.01921946,0.9627967,0.002416894],"study_design_scores_gemma":[0.00006604914,0.00003039332,0.00002879153,0.00004109252,0.00005712378,5.400879e-7,0.0001337965,2.500787e-7,1.935864e-7,0.0000396994,0.9994302,0.0001718374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004867046,0.0868911,0.000001151075,0.00008631205,0.004380318,0.0001322056,0.00003733152,0.0001010772,0.9083219],"genre_scores_gemma":[0.0006641602,0.0009620146,0.00001894071,0.0001871365,0.003328597,0.00001680388,0.00001339281,0.0001160096,0.9946929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08637111,"threshold_uncertainty_score":0.9733941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867435032696033,"score_gpt":0.1856503972969726,"score_spread":0.1669760469700123,"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."}}