{"id":"W3005631691","doi":"10.1344/pyrenae2019.vol50num1.7","title":"Los vidrios con inscripción grabada en Hispania: contexto, tipología y significado.","year":2019,"lang":"es","type":"article","venue":"Pyrenae","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Jonquière","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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001986985,0.0005298172,0.0008982034,0.0001150106,0.0007328945,0.0001781507,0.0004900569,0.0002650573,0.01351903],"category_scores_gemma":[0.0001143493,0.0003885048,0.0003340229,0.00006220353,0.001152045,0.0002114503,0.0005040526,0.0006234014,0.007348625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964883,"about_ca_system_score_gemma":0.00003922425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300224,"about_ca_topic_score_gemma":0.0007474506,"domain_scores_codex":[0.9973413,0.0002000413,0.0005967492,0.0006974891,0.0004019138,0.0007625201],"domain_scores_gemma":[0.9984977,0.0005098625,0.0002262273,0.000390629,0.0001638696,0.0002116784],"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":[0.0002321084,0.0005065679,0.01585602,0.000392125,0.0003853364,0.00007462722,0.0200074,0.000003406883,0.0007997461,0.9051301,0.04810712,0.0085054],"study_design_scores_gemma":[0.0008198155,0.0009171235,0.01155092,0.0001186049,0.0001142808,0.000003452099,0.001380817,0.00004538677,0.00006589643,0.004638641,0.9797426,0.0006024863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6767874,0.0138964,0.00003861533,0.006061138,0.004602281,0.001207094,0.0004170817,0.0003788725,0.2966112],"genre_scores_gemma":[0.9313176,0.001061133,0.00002554951,0.001166581,0.001182596,0.00004930935,0.0000325486,0.00004365869,0.06512108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9316354,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544245262621789,"score_gpt":0.256423888612812,"score_spread":0.2209814359865941,"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."}}