{"id":"W4322767143","doi":"10.21203/rs.3.rs-2505214/v1","title":"Are Dogs Suitable Proxies for Humans in Archaeological Isotopic Dietary Assessments? Bayesian Analyses of Bone Collagen Stable Isotope Ratios from Ancestral Iroquoian Sites","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Human bone; Isotope; Isotope analysis; Apatite; Stable isotope ratio; Zoology; Biology; Archaeology; Feces; Ecology; Chemistry; Geography; Mineralogy; Biochemistry","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":[0.001702961,0.0001934535,0.0002098223,0.000867647,0.0004529616,0.0008574144,0.0003500594,0.0002001983,0.001103397],"category_scores_gemma":[0.002964336,0.0002086721,0.000134145,0.0008886724,0.0008724765,0.0003512889,0.0004693667,0.000208349,0.0001240008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193632,"about_ca_system_score_gemma":0.0004989859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084197,"about_ca_topic_score_gemma":0.2170057,"domain_scores_codex":[0.9995446,0.0002262744,0.00001702498,0.000122716,0.00003869385,0.00005067126],"domain_scores_gemma":[0.9992816,0.0002839568,0.0001909024,0.0001141339,0.0000975184,0.0000318379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003648348,0.00002242931,0.9438428,0.00006027852,0.0001793618,0.0001513498,0.00539525,0.003988611,0.01002463,0.003080673,0.0002887985,0.032601],"study_design_scores_gemma":[0.00001891592,0.00004197688,0.973991,0.00004393136,0.00008603698,0.0001724368,0.004509341,0.01444751,0.002015157,0.001640239,0.003004256,0.00002916196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937697,0.0001560255,0.004225595,0.00004786359,0.000001268673,0.000005793309,0.000167217,0.00001123739,0.001615219],"genre_scores_gemma":[0.998225,0.00003559973,0.00153159,0.000007350694,8.789674e-7,0.000002220493,0.00008248989,0.000003314311,0.0001116147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084197,"threshold_uncertainty_score":0.2155772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3422999863288189,"score_gpt":0.4664704755590548,"score_spread":0.1241704892302359,"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."}}