{"id":"W370618548","doi":"","title":"El papel de los líderes cívicos en Hispania durante la Antigüedad tardía","year":2014,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Humanities; Political science; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001689069,0.0007334989,0.001729997,0.0005254245,0.001671127,0.002310508,0.003265324,0.0002836456,0.0302897],"category_scores_gemma":[0.000887266,0.000559406,0.0005671012,0.0002502296,0.00148208,0.001442483,0.002498591,0.001001682,0.0001927083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058756,"about_ca_system_score_gemma":0.0001112841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003889526,"about_ca_topic_score_gemma":0.0007263784,"domain_scores_codex":[0.9949861,0.001119143,0.001307295,0.0007339665,0.0009035266,0.0009500302],"domain_scores_gemma":[0.9957131,0.001767625,0.001061122,0.0005191989,0.0004538274,0.0004851765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001036935,0.001893695,0.5079676,0.001349828,0.001733265,0.0002975565,0.01507738,0.00006793905,0.01647101,0.1676545,0.2290472,0.05740307],"study_design_scores_gemma":[0.0005119406,0.00004968733,0.3381244,0.0006015871,0.0002077457,0.00001245596,0.0002468936,0.00005644203,0.0004191278,0.02281754,0.6363437,0.0006084682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7640624,0.08024759,0.0003695965,0.001915628,0.001547491,0.0007379936,0.000272316,0.0001400323,0.1507069],"genre_scores_gemma":[0.9356244,0.05648664,0.0001074349,0.0009223493,0.001555846,0.00004671353,0.000009254777,0.00008253281,0.005164857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072965,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178887451887842,"score_gpt":0.4960938409224324,"score_spread":0.3172063890345904,"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."}}