{"id":"W3045169863","doi":"10.1002/oa.2910","title":"“Brothers in arms”: Activity‐related skeletal changes observed on the humerus of individuals buried with and without weapons from the 10th‐century CE Carpathian Basin","year":2020,"lang":"en","type":"article","venue":"International Journal of Osteoarchaeology","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Tempus Közalapítvány; Szegedi Tudományegyetem; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Emberi Eroforrások Minisztériuma; Universidade de Lisboa","keywords":"Humerus; Population; Medicine; Demography; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759469,0.0003200156,0.0002267946,0.002441422,0.0005265576,0.0003966255,0.0003201932,0.0003813225,0.002509928],"category_scores_gemma":[0.000395127,0.000261915,0.0001731044,0.001289091,0.0008749315,0.0001813517,0.0007607747,0.00017481,0.0003807512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477366,"about_ca_system_score_gemma":0.0001563275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442179,"about_ca_topic_score_gemma":0.0441517,"domain_scores_codex":[0.9998542,0.0000189871,0.000012396,0.00005956445,0.00002215371,0.00003259539],"domain_scores_gemma":[0.9998412,0.00002000327,0.00006690374,0.00001381535,0.00002996912,0.0000281924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003136132,0.00004170331,0.969106,0.00006581933,0.00007167292,0.001270839,0.006891633,0.0001074543,0.01090806,0.00007470409,0.0001917185,0.01095671],"study_design_scores_gemma":[8.804375e-7,0.00003035127,0.9985758,0.000003783298,0.0000044236,0.0003130199,0.0008162403,0.00001635767,0.00008260123,0.000006556927,0.000147648,0.000002394072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993806,0.00007337503,0.00003125623,0.000004974113,0.000001556711,0.000003478536,0.0001499797,0.000001206298,0.0003536471],"genre_scores_gemma":[0.9990731,0.0000638341,0.0000740836,0.000006074765,0.000003586088,0.000005692641,0.0001949843,0.000001737893,0.0005768644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442179,"threshold_uncertainty_score":0.02867568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207916929488344,"score_gpt":0.2543259289450058,"score_spread":0.2122467596501224,"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."}}