{"id":"W2950579694","doi":"","title":"Franz Cumont, Mikhail Rostovtzeff and Dura Europos","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Scientific and Historical Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002344842,0.0003741074,0.0004441034,0.0003575674,0.001070405,0.001220506,0.0009760458,0.0002483542,0.002379564],"category_scores_gemma":[0.0006572853,0.0003474306,0.0002452736,0.0001651624,0.001056139,0.0001665359,0.0009995237,0.00100981,0.0001865791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004532829,"about_ca_system_score_gemma":0.000116529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005206931,"about_ca_topic_score_gemma":0.01641065,"domain_scores_codex":[0.9963999,0.001364158,0.0005190795,0.0008898736,0.0004639249,0.0003630436],"domain_scores_gemma":[0.9953913,0.0006787844,0.0004065071,0.001535725,0.001733551,0.0002541398],"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":[0.00001707481,0.0007720226,0.0006271512,0.0002742846,0.0001640268,0.0000142539,0.1018946,0.000007695247,0.002235902,0.8099687,0.05725488,0.02676949],"study_design_scores_gemma":[0.000329938,4.966584e-7,0.0006035576,0.0004683346,0.0001114255,0.000006284357,0.0004908891,0.002535223,0.002404828,0.008520509,0.9839386,0.0005899442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1740207,0.003961625,0.008175283,0.01751859,0.002909927,0.0006474564,0.0003299063,0.0006119189,0.7918246],"genre_scores_gemma":[0.7331874,0.001091382,0.004565428,0.0003051041,0.0002639751,0.00006129212,0.0004637587,0.00007967163,0.259982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9266837,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114396791968107,"score_gpt":0.211974686399588,"score_spread":0.1908307184799069,"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."}}