{"id":"W1970616859","doi":"10.1162/jinh_a_00682","title":"The Climate and Environment of Byzantine Anatolia: Integrating Science, History, and Archaeology","year":2014,"lang":"en","type":"article","venue":"The Journal of Interdisciplinary History","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Byzantine architecture; Politics; Climate change; Face (sociological concept); Term (time); Archaeology; Geography; History; Political science; Sociology; Ecology; Social science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002002514,0.00009749626,0.0001855455,0.00007838186,0.0004660355,0.000001732413,0.0003146101,0.00002488314,0.00009514226],"category_scores_gemma":[0.00004364286,0.00004861504,0.0000370311,0.00002815839,0.007720849,0.0001201256,0.0003822581,0.0002289164,0.000004029607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003625831,"about_ca_system_score_gemma":0.00002741456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002684048,"about_ca_topic_score_gemma":0.0001486401,"domain_scores_codex":[0.9990326,0.0001488604,0.0003116652,0.0001065656,0.0001929593,0.0002073449],"domain_scores_gemma":[0.9990854,0.0003624265,0.000351796,0.0001207005,0.00001230441,0.00006739063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001065026,0.00007863,0.7684839,0.00006752802,0.0001290083,0.00002846479,0.05697049,0.0002408236,0.002450581,0.004421115,0.004031132,0.1620333],"study_design_scores_gemma":[0.0003715291,0.001236887,0.9126295,0.00006130514,0.0000636055,0.0005309992,0.004837272,0.002013461,0.00008549854,0.003245379,0.07478707,0.000137466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672602,0.02645348,0.0001508672,0.001173768,0.0004935981,0.00005130487,0.000001810029,0.000002565847,0.004412337],"genre_scores_gemma":[0.9957315,0.003685473,0.0002641221,0.00007962374,0.00004735544,2.202757e-7,4.181943e-7,0.000002090232,0.0001891757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618958,"threshold_uncertainty_score":0.9949796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007567218047903414,"score_gpt":0.200203885065816,"score_spread":0.1926366670179126,"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."}}