{"id":"W7112123522","doi":"","title":"III Coloqui Internacional d’Arqueologia Romana","year":2024,"lang":"pt","type":"article","venue":"UVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid)","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Excavation; Consumption (sociology); Portuguese; Preference; Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.000439974,0.0009325478,0.001740913,0.0006748306,0.002389011,0.0001152157,0.002028913,0.0005318421,0.01034011],"category_scores_gemma":[0.00001976702,0.001106546,0.001601643,0.0004677567,0.004697365,0.001118807,0.002410523,0.001084518,0.0003647495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066782,"about_ca_system_score_gemma":0.0003924206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02657024,"about_ca_topic_score_gemma":0.003871338,"domain_scores_codex":[0.994848,0.0005376314,0.0008300961,0.001525681,0.001202789,0.001055877],"domain_scores_gemma":[0.9968103,0.0004919003,0.0007811535,0.000797639,0.0005495432,0.000569488],"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":[0.01047315,0.005155806,0.01546305,0.007450295,0.01713368,0.0178173,0.2677448,0.0009243841,0.004409719,0.2452207,0.3984471,0.009759957],"study_design_scores_gemma":[0.00406574,0.003711684,0.008220649,0.002237554,0.003547218,0.0001985063,0.1199337,0.00205714,0.0002087281,0.001966726,0.8515952,0.002257176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115484,0.02429108,0.001709898,0.005372031,0.006824768,0.001735317,0.0008611965,0.000946837,0.1467104],"genre_scores_gemma":[0.8562542,0.003433345,0.0004904371,0.00009705005,0.0004795741,2.064566e-7,0.00008351856,0.0000540829,0.1391076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4531481,"threshold_uncertainty_score":0.9991385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162173513046615,"score_gpt":0.1948370055926569,"score_spread":0.1786196542879954,"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."}}