{"id":"W3209055505","doi":"10.29173/pathways25","title":"Entheseal Changes: Benefits, Limitations and Applications in Bioarchaeology","year":2021,"lang":"en","type":"article","venue":"Pathways","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bioarchaeology; Paleopathology; Zooarchaeology; Geography; Anthropology; Sociology; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.00007187585,0.00008681489,0.0001427129,0.00008190295,0.0003048667,0.000007882016,0.00005341971,0.00005374514,0.0002433062],"category_scores_gemma":[0.00004807491,0.0000748478,0.00002135746,0.00004851956,0.01147332,0.0000340361,0.0001260024,0.0001048504,0.00002635782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000092446,"about_ca_system_score_gemma":0.00002655265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145706,"about_ca_topic_score_gemma":0.356942,"domain_scores_codex":[0.9994055,0.00004594491,0.0001064291,0.0002000992,0.00004113277,0.0002008867],"domain_scores_gemma":[0.9995288,0.000233031,0.00002658823,0.0001077245,0.00007328074,0.00003052211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003505458,0.00004470024,0.008192623,0.000009203394,0.0000183445,0.00000999268,0.03061564,3.81059e-7,0.000006531475,0.9542745,0.0001196397,0.006704968],"study_design_scores_gemma":[0.0006433426,0.0002384498,0.01373922,0.00003049602,0.00004660352,0.000038285,0.6720066,0.00003688381,0.0008939411,0.07248023,0.2394809,0.0003650736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7832245,0.02970963,0.0001679414,0.1200929,0.001010946,0.0006405076,0.0004330917,0.0002273044,0.06449327],"genre_scores_gemma":[0.9964591,0.001992686,0.0001329371,0.000471199,0.0001940368,0.00009798216,0.00006650137,0.000006395326,0.000579169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817942,"threshold_uncertainty_score":0.9912169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09509498082052428,"score_gpt":0.2489182522813201,"score_spread":0.1538232714607958,"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."}}