{"id":"W4404309601","doi":"","title":"I quartieri degli ospiti nelle dimore signorili tardoantiche d’Italia. Fonti, archeologia e confronti da contesti mediterranei","year":2019,"lang":"it","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; 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","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004871859,0.0007160018,0.000950294,0.0003387906,0.00132127,0.0003931068,0.0016379,0.000442729,0.01191635],"category_scores_gemma":[0.001320457,0.0007343405,0.0004591459,0.0002350601,0.004083498,0.0005456628,0.0006876639,0.00110917,0.001966804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005924,"about_ca_system_score_gemma":0.0004263874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539448,"about_ca_topic_score_gemma":0.004015012,"domain_scores_codex":[0.9909204,0.004863589,0.001090373,0.001266815,0.0007430179,0.001115858],"domain_scores_gemma":[0.9921014,0.002437183,0.000763167,0.00221368,0.002006208,0.0004784208],"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":[0.0002122588,0.001338326,0.02375061,0.0004846655,0.000379343,0.00008265107,0.3188304,0.00001892347,0.00187951,0.5889151,0.05558876,0.008519457],"study_design_scores_gemma":[0.003850108,0.00002275991,0.01086269,0.002398275,0.0003328962,0.00005398414,0.01086939,0.009191632,0.003177173,0.00465625,0.9527982,0.001786616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5634221,0.01107908,0.01465628,0.01790219,0.007257191,0.001876428,0.000375145,0.0005907572,0.3828408],"genre_scores_gemma":[0.8200348,0.0004188568,0.00194997,0.0005661969,0.000268631,0.00005414741,0.0006045778,0.00008599205,0.1760168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8972095,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081683000840597,"score_gpt":0.2083446951412995,"score_spread":0.1875278651328935,"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."}}