{"id":"W1983906402","doi":"10.3406/galia.2006.3286","title":"Le rempart antique de Saint-Bertrand-de-Comminges (Haute-Garonne)","year":2006,"lang":"en","type":"article","venue":"Gallia","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antique; SAINT; Quarter (Canadian coin); Archaeology; Siege; Art; Humanities; Geography; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493782,0.0007558261,0.0003843053,0.001169771,0.003536473,0.002074122,0.0004399348,0.0008003413,0.03645814],"category_scores_gemma":[0.0008856285,0.0003596931,0.0003484222,0.0008721955,0.001119514,0.0006027113,0.001365923,0.001700438,0.003662511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895811,"about_ca_system_score_gemma":0.001568802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06203776,"about_ca_topic_score_gemma":0.1720007,"domain_scores_codex":[0.9995244,0.0001031296,0.00001095116,0.0001052178,0.0001291078,0.0001272247],"domain_scores_gemma":[0.9997571,0.00006533633,0.00004339805,0.00002371137,0.0000341631,0.00007631484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001467541,0.0002654922,0.08144815,0.001024744,0.0002354514,0.01872872,0.02478061,0.002751529,0.02588438,0.2721186,0.0832836,0.4880112],"study_design_scores_gemma":[0.00003538161,0.0001000327,0.1620846,0.0001634948,0.00001396753,0.003765072,0.001725373,0.0003584857,0.002437219,0.001535137,0.8277514,0.0000298472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5593678,0.01413054,0.003592947,0.003690664,0.0009734882,0.0001620796,0.001532868,0.0004538005,0.4160958],"genre_scores_gemma":[0.7135747,0.00301287,0.003597832,0.0003628928,0.0001814069,0.00005276126,0.0004620858,0.0001176858,0.2786378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06203776,"threshold_uncertainty_score":0.1233533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041776332579268,"score_gpt":0.2046409274169793,"score_spread":0.1942231640911866,"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."}}