{"id":"W7115175527","doi":"10.32766/rag.451","title":"Toponimia Padrón e Pontecesures","year":2015,"lang":"","type":"book","venue":"","topic":"Galician and Iberian cultural studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Scope (computer science); Quarter (Canadian coin)","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":["insufficient_payload"],"category_scores_codex":[0.001220523,0.0008285915,0.001161927,0.0001057223,0.001584914,0.0004818632,0.001085693,0.0009769554,0.0108512],"category_scores_gemma":[0.0004108281,0.0006333302,0.0005291923,0.0003622862,0.001657322,0.0003860398,0.0003869154,0.0006482265,0.006169971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009396834,"about_ca_system_score_gemma":0.001522632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457856,"about_ca_topic_score_gemma":0.01122828,"domain_scores_codex":[0.9950562,0.0003879666,0.0007914008,0.000922575,0.00168654,0.001155382],"domain_scores_gemma":[0.9973826,0.0001465275,0.0004390107,0.0004348754,0.0008845854,0.0007123827],"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":[0.00002573635,0.00004182848,0.00005167001,0.00003296516,0.0002159019,0.00001896501,0.01639249,4.117041e-7,0.000006597629,0.08457433,0.8898098,0.00882931],"study_design_scores_gemma":[0.0003147507,0.0001676526,0.0003936419,0.0001303727,0.0001384947,0.000002984692,0.01554658,0.000001742756,0.000008242725,0.01484239,0.9675401,0.0009130331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001485035,0.005889159,0.000004207168,0.007483667,0.003719091,0.0007101734,0.0000504143,0.0002113813,0.9817834],"genre_scores_gemma":[0.008744771,0.003945146,0.0001320579,0.001639902,0.004034964,0.00002311363,0.00003337772,0.00004798122,0.9813987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07773034,"threshold_uncertainty_score":0.9997149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070529041823357,"score_gpt":0.3220717209843703,"score_spread":0.2515426791610133,"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."}}