{"id":"W7158320882","doi":"10.3917/phil.921.0115s","title":"Andrew Wilson et Miko Flohr (dir.), Urban Craftsmen and Traders in the Roman World, Oxford Studies on the Roman Economy, Oxford, Oxford University Press, 2016, XVIII + 408 pages","year":2018,"lang":"fr","type":"article","venue":"Revue de philologie de littérature et d histoire anciennes","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"University of Oxford","keywords":"Kingdom; Wright","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002972964,0.0006685804,0.000884912,0.0001988651,0.002471269,0.0002447892,0.001314871,0.0004968951,0.00001925248],"category_scores_gemma":[0.0009274904,0.000481508,0.0003103084,0.001184804,0.00667053,0.0006661045,0.0004711286,0.001368133,0.000005199232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104776,"about_ca_system_score_gemma":0.0002919905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004084639,"about_ca_topic_score_gemma":0.08698551,"domain_scores_codex":[0.9947314,0.002014087,0.0005368284,0.00102639,0.0003279665,0.001363323],"domain_scores_gemma":[0.995997,0.002488616,0.0004364575,0.0006891935,0.0001664912,0.0002222276],"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":[0.0002130167,0.0004202756,0.006064173,0.0002858185,0.0002896526,0.0001876207,0.06208203,0.00002219113,0.00003659532,0.6752532,0.2457253,0.009420112],"study_design_scores_gemma":[0.0004787473,0.0005721159,0.01599209,0.0004891646,0.0002003714,0.00002922773,0.02591121,0.0001235715,0.00002459492,0.01125272,0.9443557,0.0005705095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1725245,0.1019577,0.00001786647,0.6338637,0.001547372,0.001241112,0.0001519237,0.0001931499,0.0885026],"genre_scores_gemma":[0.8774571,0.05729417,0.0003140851,0.009212973,0.002039857,0.00006178588,0.00002250765,0.00005671254,0.05354079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7049326,"threshold_uncertainty_score":0.9997637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128369414255299,"score_gpt":0.2810284590551716,"score_spread":0.2297447649126186,"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."}}