{"id":"W4308506770","doi":"10.29173/pathways33","title":"Tooth Wear Age Estimation of Ruminants from Archaeological Sites","year":2022,"lang":"en","type":"article","venue":"Pathways","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Tooth wear; Attrition; Estimation; Population; Herbivore; Trait; Biology; Orthodontics; Dentistry; Computer science; Ecology; Engineering; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384767,0.000277595,0.0002549668,0.003499765,0.000333418,0.0006119031,0.0002751545,0.0003720965,0.0003819985],"category_scores_gemma":[0.003524425,0.0001929532,0.0002387026,0.001419791,0.0003988684,0.0004888081,0.0004855169,0.0002175822,0.0003065019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431525,"about_ca_system_score_gemma":0.0001421786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017529,"about_ca_topic_score_gemma":0.007097796,"domain_scores_codex":[0.9993513,0.0002119142,0.00009539349,0.0001204335,0.000186477,0.00003442875],"domain_scores_gemma":[0.9985654,0.0003722686,0.0004945991,0.0001161402,0.0004126928,0.00003891709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064978,0.00001604748,0.7066199,0.0005694712,0.00009247489,0.0004598828,0.006144326,0.0004377375,0.01581579,0.0004923363,0.0005489629,0.2686966],"study_design_scores_gemma":[0.000001433557,0.0001123258,0.9835271,0.0001822347,0.00004805969,0.001793349,0.004281803,0.0006341403,0.003454894,0.0003576603,0.005587129,0.00001996537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595746,0.01157922,0.02214264,0.0001597249,0.00003975442,0.00007257609,0.0006049724,0.00005547853,0.005770967],"genre_scores_gemma":[0.958835,0.007110158,0.03182911,0.00004387902,0.00004073533,0.00005486992,0.000472568,0.00001684814,0.001596937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003499765,"threshold_uncertainty_score":0.007323444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787001714915405,"score_gpt":0.2480017089068275,"score_spread":0.1901316917576735,"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."}}