{"id":"W3137426204","doi":"10.3989/aespa.094.021.01","title":"La vajilla de barniz negro en Empúries y la Layetania. Origen y técnica de producción a partir de su caracterización arqueométrica","year":2021,"lang":"es","type":"article","venue":"Archivo Español de Arqueología","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":true,"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"],"category_scores_codex":[0.001435677,0.0008760855,0.001245081,0.0002100784,0.002066768,0.0006564528,0.0009023675,0.0005553745,0.001298129],"category_scores_gemma":[0.002402108,0.0007599433,0.0005948457,0.0002748685,0.003871203,0.000228421,0.001355311,0.001704337,0.0002488344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191171,"about_ca_system_score_gemma":0.001318425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401937,"about_ca_topic_score_gemma":0.002178729,"domain_scores_codex":[0.9916783,0.003461213,0.0009128105,0.001217322,0.0004581426,0.002272195],"domain_scores_gemma":[0.9943025,0.003560588,0.0003298365,0.000823191,0.0002444768,0.0007394547],"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":[0.0006230277,0.001169416,0.2086192,0.0007684278,0.001001849,0.003589984,0.1590126,0.00007699973,0.007309321,0.5926508,0.008745325,0.0164331],"study_design_scores_gemma":[0.000640157,0.0003890936,0.1194732,0.0001941681,0.0003478673,0.000308469,0.001892928,0.0001248933,0.001768588,0.0316501,0.8423045,0.0009060036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090185,0.006917819,0.0008896416,0.01614304,0.0004672729,0.0005431435,0.0002851101,0.0004535645,0.06528191],"genre_scores_gemma":[0.9731922,0.006991801,0.002771264,0.002137639,0.002137803,0.0003027727,0.00006481687,0.0001216819,0.01228001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8335592,"threshold_uncertainty_score":0.9996148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390248861773693,"score_gpt":0.2434215884513162,"score_spread":0.2295190998335793,"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."}}