{"id":"W4206812127","doi":"10.4000/books.efr.31532","title":"Aubergistes et clients","year":2019,"lang":"fr","type":"book","venue":"","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005797861,0.0003682339,0.0006341236,0.00005514971,0.0004457271,0.0001012543,0.0005441955,0.0005027826,0.005017234],"category_scores_gemma":[0.0003488617,0.0003184514,0.0003664638,0.0001952463,0.002015042,0.000178187,0.0005355467,0.0004912608,0.01729527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393776,"about_ca_system_score_gemma":0.0005799514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019625,"about_ca_topic_score_gemma":0.01166166,"domain_scores_codex":[0.9972822,0.0003076983,0.0003911489,0.0005769907,0.0008282972,0.0006136835],"domain_scores_gemma":[0.9979591,0.001192964,0.0002105468,0.0003116673,0.0001560143,0.0001696466],"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":[0.000003288519,0.00007877684,0.001234336,0.00006710811,0.00009890542,0.000003891013,0.001173576,0.000001328393,0.000001629969,0.828913,0.1591717,0.009252562],"study_design_scores_gemma":[0.0001510041,0.00008193513,0.00165435,0.0001925187,0.00007645696,4.059766e-7,0.0004607223,0.00001551901,0.000002968042,0.01041463,0.986542,0.0004074896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007390972,0.0005622683,0.0000312105,0.03062436,0.003324708,0.000409437,0.00004387384,0.0001022684,0.9641628],"genre_scores_gemma":[0.005115982,0.001705871,0.000255962,0.002918867,0.0007684981,0.000008632275,0.00002349373,0.00003022488,0.9891725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8273703,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626554436782954,"score_gpt":0.3507733562698474,"score_spread":0.288117912591552,"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."}}