{"id":"W4308507018","doi":"10.29173/pathways37","title":"Paleopathology, Entheseal Changes, and Cross-Sectional Geometry: The Zooarchaeology of Working Animals","year":2022,"lang":"en","type":"article","venue":"Pathways","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Zooarchaeology; Paleopathology; Archaeological record; Archaeology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.000717146,0.0001212428,0.0002150934,0.0001159888,0.001597572,0.000009582825,0.0002046719,0.00004956937,0.001897132],"category_scores_gemma":[0.00005794246,0.00008487029,0.00005434819,0.00005792434,0.02616667,0.00002237848,0.000737789,0.0003058543,0.00000619373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547112,"about_ca_system_score_gemma":0.00002168678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007540968,"about_ca_topic_score_gemma":0.00674128,"domain_scores_codex":[0.9989082,0.0002196644,0.0001933776,0.0002432581,0.000140933,0.000294577],"domain_scores_gemma":[0.9993202,0.0003263641,0.0001282772,0.0001453379,0.00005551276,0.00002427849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000751454,0.0000264712,0.3590108,0.000008572475,0.00005302324,0.00001724615,0.02117837,0.000001316462,0.00003018503,0.6183779,0.0002567428,0.0009642081],"study_design_scores_gemma":[0.001274724,0.002889839,0.4710337,0.00001278123,0.00008416009,0.0006046511,0.2019074,0.00008877089,0.0003799177,0.06778325,0.2533841,0.0005567763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834372,0.003945689,0.000006269102,0.00692082,0.001140846,0.0001459275,0.0001499403,0.00004083259,0.004212467],"genre_scores_gemma":[0.9982808,0.0001613457,0.00002945474,0.0005597654,0.0003409358,0.00007229957,0.00001510764,0.000008936877,0.0005313954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5505946,"threshold_uncertainty_score":0.9997022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027225382741974,"score_gpt":0.2707391441334788,"score_spread":0.1680166058592813,"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."}}