{"id":"W4256317203","doi":"10.1017/s1047759419000503","title":"A conference on Roman mechanical engineering: <i>ballistae, vela</i>, obelisks, siege-engines, water-mills, cranes, beam balances, water-clocks, and straightening columns - SOPHIE MADELEINE et PHILIPPE FLEURY (publiés sous la direction de), AUTOUR DES MACHINES DE VITRUVE. L’INGÉNIERIE ROMAINE: TEXTES, ARCHÉOLOGIE ET RESTITUTION. <i>Actes du colloque organisé par l’ERLIS à Caen (3-4 juin 2015)</i> (Équipe de Recherche sur les Littératures, les Imaginaires et les Sociétés [EA 4254]; Presses universitaires de Caen 2017). Pp. 243, 100 figs. including colour. ISBN 978-2-84133-844-3. EUR 22.","year":2019,"lang":"fr","type":"article","venue":"Journal of Roman Archaeology","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Siege; Art; Vela; Humanities; Art history; Archaeology; Geography; Physics; Astrophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059562,0.00170061,0.0009087528,0.001796647,0.002275259,0.004336265,0.0008681195,0.001452636,0.1887603],"category_scores_gemma":[0.001411464,0.0005754185,0.0007649951,0.002096002,0.001862072,0.00275317,0.002781275,0.002575717,0.05599686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221029,"about_ca_system_score_gemma":0.002360991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287879,"about_ca_topic_score_gemma":0.007766887,"domain_scores_codex":[0.9991549,0.0001695254,0.00005838175,0.0001974255,0.0002829863,0.000136782],"domain_scores_gemma":[0.9995534,0.0001050586,0.00004610403,0.00005364508,0.0001115505,0.0001302735],"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":[0.00007800094,0.00003249269,0.0003055713,0.0006391225,0.00001155473,0.00009288413,0.0008637816,0.0001671575,0.001009735,0.01541151,0.842941,0.1384471],"study_design_scores_gemma":[0.000002072627,0.000009519974,0.0005691688,0.0001858472,0.000001419249,0.00006762229,0.0001820186,0.00002222541,0.0001070948,0.0005129336,0.9983374,0.000002846025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004299072,0.2192758,0.002993051,0.02073107,0.05838712,0.0001514082,0.0008265939,0.0003654587,0.6929705],"genre_scores_gemma":[0.02155669,0.04346315,0.001688042,0.001773943,0.008100351,0.00008581466,0.0005334651,0.0004366036,0.922362],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1887603,"threshold_uncertainty_score":0.6314662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575714867728076,"score_gpt":0.2816231045429795,"score_spread":0.2258659558656987,"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."}}