{"id":"W3192791684","doi":"10.1017/9781108876056","title":"Rome in the Eighth Century","year":2020,"lang":"en","type":"article","venue":"Cambridge University Press eBooks","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.00003548685,0.00009155406,0.0001229433,0.00002679289,0.0003364111,0.00003431908,0.0003233614,0.00002631159,0.000007248633],"category_scores_gemma":[0.000006595372,0.0000648547,0.00006974741,0.00001169816,0.0001740402,0.00004710966,0.0001040158,0.0001643757,0.00002779135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004136116,"about_ca_system_score_gemma":0.00001123703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006375604,"about_ca_topic_score_gemma":0.00002431054,"domain_scores_codex":[0.999431,0.00004880327,0.00007249426,0.0001520806,0.0001239955,0.0001716337],"domain_scores_gemma":[0.999734,0.0000352143,0.00002986649,0.0001102814,0.00003017505,0.00006040649],"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":[0.00002943516,0.00001903753,0.00001003093,0.0000197036,0.00001726801,0.000135231,0.02065944,8.701864e-7,0.000008232018,0.7669576,0.2119647,0.0001784555],"study_design_scores_gemma":[0.000264156,0.00005025985,0.00005426268,0.000006283643,0.00001804111,0.000001058027,0.004035103,0.00001648341,0.000005516912,0.000001870236,0.9954474,0.00009956847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01662786,0.0002991333,0.000006624627,0.000906956,0.0001953622,0.0001350114,0.00003050278,0.00005772976,0.9817408],"genre_scores_gemma":[0.8204374,0.0001485898,0.0000079907,0.001546395,0.0004306324,9.441275e-7,0.000005733175,0.000008898521,0.1774134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8043274,"threshold_uncertainty_score":0.2644698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827805303113207,"score_gpt":0.1710644753349092,"score_spread":0.1427864223037771,"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."}}