{"id":"W7070476140","doi":"","title":"“Palatia” in Septimania: signs of Al-Andalus territorial organisation at the north of the Pyrenees","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Historical Studies of Medieval Iberia","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toponymy; State (computer science); Human settlement; Islam; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001426873,0.000231352,0.0006477016,0.0002207083,0.0004756768,0.0001821801,0.001769892,0.00006518269,0.0106638],"category_scores_gemma":[0.000377873,0.0001386805,0.0002011091,0.0002876457,0.0005856025,0.0005866371,0.0008643948,0.0003195506,0.00001294519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910021,"about_ca_system_score_gemma":0.00007896138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776406,"about_ca_topic_score_gemma":0.0340114,"domain_scores_codex":[0.9972862,0.0002013556,0.001060245,0.0002349146,0.0009187796,0.0002984787],"domain_scores_gemma":[0.9975373,0.0006235366,0.001038696,0.000394387,0.0003229508,0.00008312632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007262244,0.0005956722,0.6782104,0.0001458535,0.0004353252,0.00001277561,0.03972269,0.0002104694,0.04682393,0.001255528,0.2264779,0.005383272],"study_design_scores_gemma":[0.00105672,0.00005420864,0.6336133,0.0002500463,0.0001513133,0.000002164717,0.001378821,0.00001088146,0.01339736,0.002001754,0.3477152,0.0003682359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715762,0.00399885,0.0000119308,0.0003833982,0.00344538,0.0004936401,0.00006241079,0.00001193817,0.02001626],"genre_scores_gemma":[0.9971778,0.0006785307,0.00001737533,0.0001545324,0.0007836571,0.000009813712,0.000005374709,0.00003116626,0.001141708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212373,"threshold_uncertainty_score":0.9902406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957688566749746,"score_gpt":0.4737612034191777,"score_spread":0.2779923467442031,"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."}}